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Dev Tools AI repositories

OSS Radar projects in the dev tools category.

Significant-Gravitas/AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Category
dev tools
Stars
186,328
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +585 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agentic-ai agents ai artificial-intelligence autonomous-agents claude

f/prompts.chat

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

Category
dev tools
Stars
166,864
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +299 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: release recency.

Capped lower bounds: 30-day commits, lifetime contributors.

ai artificial-intelligence awesome-list chatgpt chatgpt-prompts claude

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Category
dev tools
Stars
163,449
Readiness
ready (98/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +241 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

audio deep-learning deepseek gemma glm hacktoberfest

JuliusBrussee/caveman

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Category
dev tools
Stars
96,714
Readiness
ready (80/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,842 stars in 7 days; 12 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, contributor breadth, issue load. Risks: None identified. Missing inputs: None.

Capped lower bounds: response activity.

ai anthropic caveman claude claude-code llm

TauricResearch/TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Category
dev tools
Stars
96,084
Readiness
ready (73/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +932 stars in 7 days; 19 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: contributor breadth, issue load, fork interest. Risks: None identified. Missing inputs: None.

agent finance llm multiagent trading

OpenHands/OpenHands

🙌 OpenHands: AI-Driven Development

Category
dev tools
Stars
83,405
Readiness
ready (96/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +698 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent artificial-intelligence chatgpt claude-ai cli developer-tools

janhq/jan

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.

Category
dev tools
Stars
43,895
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +105 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

chatgpt gpt llamacpp llm localai open-source

Hmbown/CodeWhale

Open-source, community-driven agent harness

Category
dev tools
Stars
40,541
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +268 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

cli deepseek llm rust terminal tui

google/langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Category
dev tools
Stars
37,994
Readiness
ready (72/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +54 stars in 7 days; 23 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, contributor breadth, issue load. Risks: no pull-request review responses in 30 days. Missing inputs: None.

Capped lower bounds: response activity.

gemini gemini-ai gemini-api gemini-flash gemini-pro information-extration

linshenkx/prompt-optimizer

An AI prompt optimizer for writing better prompts and getting better AI results.

Category
dev tools
Stars
32,994
Readiness
needs review (68/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +145 stars in 7 days; 27 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: push recency, contributor breadth, issue load. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

ai-prompts ai-tools llm prompt prompt-engineering prompt-optimization

SillyTavern/SillyTavern

LLM Frontend for Power Users.

Category
dev tools
Stars
31,787
Readiness
needs review (59/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
watch
Maintenance risk
18/100 · high confidence

Why: +359 stars in 7 days; 100+ lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: contributor breadth, issue load, fork interest. Risks: recent commit cadence is 0/20.0 of its monthly baseline. Missing inputs: None.

Capped lower bounds: lifetime contributors.

ai chat llm

sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

Category
dev tools
Stars
31,506
Readiness
ready (98/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +493 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

attention blackwell cuda deepseek diffusion glm

openai/openai-agents-python

A lightweight, powerful framework for multi-agent workflows

Category
dev tools
Stars
28,476
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +156 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai framework harness llm openai

microsoft/semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

Category
dev tools
Stars
28,427
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +30 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai artificial-intelligence llm openai sdk

p-e-w/heretic

Fully automatic censorship removal for language models

Category
dev tools
Stars
27,186
Readiness
ready (79/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +210 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

abliteration llm transformer

Fosowl/agenticSeek

Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity.

Category
dev tools
Stars
26,762
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +52 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic-ai agents ai autonomous-agents deepseek-r1 llm

mlabonne/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Category
dev tools
Stars
81,512
Readiness
high risk (35/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
risky
Maintenance risk
8/100 · high confidence

Why: +167 stars in 7 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation, license. Risks: no pull-request review responses in 30 days. Missing inputs: release recency.

course large-language-models llm machine-learning roadmap

JushBJJ/Mr.-Ranedeer-AI-Tutor

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

Category
dev tools
Stars
29,603
Readiness
high risk (23/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
risky
Maintenance risk
50/100 · high confidence

Why: +2 stars in 7 days

Why it may be a gem: open issue backlog is stable or shrinking

Strongest signals: issue load, documentation. Risks: no push in 311 days, latest release is 1002 days old, no pull-request review responses in 30 days. Missing inputs: None.

ai education gpt-4 llm

HandsOnLLM/Hands-On-Large-Language-Models

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Category
dev tools
Stars
28,024
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
watch
Maintenance risk
8/100 · high confidence

Why: +125 stars in 7 days; 11 lifetime contributors

Why it may be a gem: open issue backlog is stable or shrinking

Strongest signals: contributor breadth, issue load, fork interest. Risks: no pull-request review responses in 30 days. Missing inputs: release recency.

artificial-intelligence book large-language-models llm llms oreilly

datawhalechina/llm-cookbook

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

Category
dev tools
Stars
24,514
Readiness
high risk (36/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
risky
Maintenance risk
35/100 · high confidence

Why: +37 stars in 7 days; 37 lifetime contributors

Why it may be a gem: open issue backlog is stable or shrinking

Strongest signals: contributor breadth, issue load. Risks: no push in 421 days, latest release is 1086 days old. Missing inputs: None.

cookbook llm

sinaptik-ai/pandas-ai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Category
dev tools
Stars
23,730
Readiness
high risk (42/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
risky
Maintenance risk
38/100 · high confidence

Why: +51 stars in 7 days; 100+ lifetime contributors

Why it may be a gem: open issue backlog is stable or shrinking

Strongest signals: contributor breadth, issue load, documentation. Risks: no push in 283 days, no pull-request review responses in 30 days. Missing inputs: None.

Capped lower bounds: lifetime contributors.

ai csv data data-analysis data-science data-visualization

AiHubCN/Awesome-Chinese-LLM

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

Category
dev tools
Stars
22,727
Readiness
high risk (38/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
watch
Maintenance risk
16/100 · high confidence

Why: +13 stars in 7 days; 27 lifetime contributors

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: contributor breadth, issue load, documentation. Risks: no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: release recency.

awesome-lists chatglm chinese llama llm nlp

winfunc/opcode

A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more.

Category
dev tools
Stars
22,363
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
risky
Maintenance risk
64/100 · high confidence

Why: +33 stars in 7 days; 14 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: contributor breadth, issue load, documentation. Risks: no push in 295 days, 332 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: None.

anthropic anthropic-claude claude claude-4 claude-4-opus claude-4-sonnet

microsoft/unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Category
dev tools
Stars
22,185
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
risky
Maintenance risk
50/100 · high confidence

Why: +10 stars in 7 days; 61 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: contributor breadth, issue load, documentation. Risks: no push in 196 days, latest release is 820 days old, no pull-request review responses in 30 days. Missing inputs: None.

beit beit-3 bitnet deepnet document-ai foundation-models

QwenLM/Qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

Category
dev tools
Stars
21,568
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
risky
Maintenance risk
34/100 · high confidence

Why: +63 stars in 7 days; 31 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: contributor breadth, issue load, documentation. Risks: no push in 155 days, no pull-request review responses in 30 days. Missing inputs: release recency.

chinese flash-attention large-language-models llm natural-language-processing pretrained-models

davideuler/architecture.of.internet-product

互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

Category
dev tools
Stars
20,788
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 902 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

architecture architecture-guidelines architecture-of-internet-product chatgpt dall-e-3 gpt

Alibaba-NLP/DeepResearch

Tongyi Deep Research, the Leading Open-source Deep Research Agent

Category
dev tools
Stars
19,795
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
27/100 · low confidence

Why: +30 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 161 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent alibaba artificial-intelligence deep-research deepresearch information-seeking

deepseek-ai/Janus

Janus-Series: Unified Multimodal Understanding and Generation Models

Category
dev tools
Stars
17,753
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 552 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

any-to-any foundation-models llm multimodal unified-model vision-language-pretraining

zai-org/ChatGLM2-6B

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Category
dev tools
Stars
15,535
Readiness
high risk (44/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 771 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatglm chatglm-6b large-language-models llm

vibrantlabsai/ragas

Supercharge Your LLM Application Evaluations 🚀

Category
dev tools
Stars
15,176
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
27/100 · low confidence

Why: +111 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 164 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

evaluation llm llmops

GeeeekExplorer/nano-vllm

Nano vLLM

Category
dev tools
Stars
14,905
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
17/100 · low confidence

Why: +167 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 103 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning inference llm nlp pytorch transformer

jujumilk3/leaked-system-prompts

Collection of leaked system prompts

Category
dev tools
Stars
14,893
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai document llm prompt

wdndev/llm_interview_note

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Category
dev tools
Stars
14,853
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +57 stars in 7 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

interview llm llm-interview llms

LlamaChinese/Llama-Chinese

Llama中文社区，实时汇总最新Llama学习资料，构建最好的中文Llama大模型开源生态，完全开源可商用

Category
dev tools
Stars
14,750
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 488 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent llama llama4 llm pretraining rl

opencode-ai/opencode

A powerful AI coding agent. Built for the terminal.

Category
dev tools
Stars
13,622
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 323 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai claude code llm openai

ShishirPatil/gorilla

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Category
dev tools
Stars
12,988
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

api api-documentation chatgpt claude-api gpt-4-api llm

cocktailpeanut/dalai

The simplest way to run LLaMA on your local machine

Category
dev tools
Stars
12,903
Readiness
high risk (37/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: no push in 780 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai llama llm

eugeneyan/open-llms

📋 A list of open LLMs available for commercial use.

Category
dev tools
Stars
12,846
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
22/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 540 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

commercial large-language-models llm llms

The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge

Pocket Flow: Codebase to Tutorial

Category
dev tools
Stars
12,606
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

coding large-language-model large-language-models llm llm-agent llm-agents

bytedance/trae-agent

Trae Agent is an LLM-based agent for general purpose software engineering tasks.

Category
dev tools
Stars
11,989
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +33 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 183 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent llm software-engineering

jina-ai/reader

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

Category
dev tools
Stars
11,824
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +55 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

llm proxy

humanlayer/humanlayer

The best way to get AI coding agents to solve hard problems in complex codebases.

Category
dev tools
Stars
11,205
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +19 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai amp claude-code codex human-in-the-loop

nidhinjs/prompt-master

A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

Category
dev tools
Stars
11,064
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +157 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

claude-ai claude-skills llm prompt-engineering

OpenGVLab/InternVL

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

Category
dev tools
Stars
10,119
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 319 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

gpt gpt-4o gpt-4v image-classification image-text-retrieval llm

kyrolabs/awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

Category
dev tools
Stars
9,487
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +17 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai awesome awesome-list langchain llm

yzhao062/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

Category
dev tools
Stars
9,364
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anomaly-detection awesome awesome-list data-mining fraud fraud-detection

FareedKhan-dev/train-llm-from-scratch

A straightforward method for training your LLM, from downloading data to generating text.

Category
dev tools
Stars
8,955
Readiness
needs review (66/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +120 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

gemini large-language-models llm openai training transformers

shaxiu/XianyuAutoAgent

智能闲鱼客服机器人系统：专为闲鱼平台打造的AI值守解决方案，实现闲鱼平台7×24小时自动化值守，支持多专家协同决策、智能议价和上下文感知对话。

Category
dev tools
Stars
8,660
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +81 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent chatbot llm

poloclub/transformer-explainer

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

Category
dev tools
Stars
8,365
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +38 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning generative-ai gpt langauge-model llm visualization

nebuly-ai/optimate

A collection of libraries to optimise AI model performances

Category
dev tools
Stars
8,329
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 746 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai analytics artificial-intelligence deeplearning large-language-models llm

WooooDyy/LLM-Agent-Paper-List

The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Category
dev tools
Stars
8,169
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent large-language-models llm nlp survey

leptonai/search_with_lepton

Building a quick conversation-based search demo with Lepton AI.

Category
dev tools
Stars
8,081
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 248 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-applications leptonai llm

mufeedvh/code2prompt

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

Category
dev tools
Stars
7,514
Readiness
needs review (65/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chatgpt claude cli command-line command-line-tool

QuivrHQ/MegaParse

File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

Category
dev tools
Stars
7,412
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 532 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

docx llm parser pdf powerpoint

arcee-ai/mergekit

Tools for merging pretrained large language models.

Category
dev tools
Stars
7,289
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +20 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

llama llm model-merging

InternLM/InternLM

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

Category
dev tools
Stars
7,259
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 282 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatbot chinese fine-tuning-llm flash-attention gpt large-language-model

ymcui/Chinese-LLaMA-Alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

Category
dev tools
Stars
7,129
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
19/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 111 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

64k alpaca alpaca-2 alpaca2 flash-attention large-language-models

hijkzzz/Awesome-LLM-Strawberry

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

Category
dev tools
Stars
6,896
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chain-of-thought coding llm mathematics mcts openai-o1

nndl/llm-beginner

LLM、Agent上手教程

Category
dev tools
Stars
6,627
Readiness
needs review (69/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +38 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent fudannlp llm openmoss step-by-step

fr0gger/Awesome-GPT-Agents

A curated list of GPT agents for cybersecurity

Category
dev tools
Stars
6,574
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +8 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 747 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents cybersecurity infosec llm

josStorer/RWKV-Runner

A RWKV management and startup tool, full automation, only 8MB. And provides an interface compatible with the OpenAI API. RWKV is a large language model that is fully open source and available for comm

Category
dev tools
Stars
6,457
Readiness
ready (72/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +43 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

api api-client chatgpt llm rwkv tool

canopyai/Orpheus-TTS

Towards Human-Sounding Speech

Category
dev tools
Stars
6,280
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +11 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 245 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

llm realtime tts

rustformers/llm

[Unmaintained, see README] An ecosystem of Rust libraries for working with large language models

Category
dev tools
Stars
6,155
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 774 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ggml llm ml rust

GoogleCloudPlatform/generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

Category
dev tools
Stars
17,565
Readiness
ready (99/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +33 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents gcp gemini gemini-api gen-ai generative-ai

Unstructured-IO/unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to

Category
dev tools
Stars
15,276
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +39 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

data-pipelines deep-learning document-image-analysis document-image-processing document-parser document-parsing

botpress/botpress

The open-source hub to build & deploy GPT/LLM Agents ⚡️

Category
dev tools
Stars
14,854
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +15 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai botpress chatbot chatgpt gpt

cloudwego/eino

The ultimate LLM/AI application development framework in Go.

Category
dev tools
Stars
12,627
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +74 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-application ai-framework langchain langchain-for-go langchaingo

Chainlit/chainlit

Build Conversational AI in minutes ⚡️

Category
dev tools
Stars
12,373
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +21 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt langchain llm openai openai-chatgpt python

NirDiamant/Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

Category
dev tools
Stars
7,787
Readiness
ready (81/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +79 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chain-of-thought chatgpt claude few-shot-learning genai

kyegomez/swarms

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Category
dev tools
Stars
7,038
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +25 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic-ai agentic-workflow agents ai artificial-intelligence chatgpt

mishushakov/llm-scraper

Turn any webpage into structured data using LLMs

Category
dev tools
Stars
6,896
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai artificial-intelligence browser browser-automation gpt gpt-4

argilla-io/argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

Category
dev tools
Stars
5,077
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +13 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

active-learning ai annotation-tool developer-tools gpt-4 human-in-the-loop

kaushikb11/awesome-llm-agents

A curated list of awesome LLM agents frameworks.

Category
dev tools
Stars
1,559
Readiness
ready (76/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +11 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents langchain llm

Abraxas-365/langchain-rust

🦜️🔗LangChain for Rust, the easiest way to write LLM-based programs in Rust

Category
dev tools
Stars
1,339
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

langchain llm llms openai rust

brainlid/langchain

Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.

Category
dev tools
Stars
1,192
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai anthropic bumblebee chatgpt claude-ai elixir

elastic/elasticsearch-labs

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

Category
dev tools
Stars
1,114
Readiness
ready (98/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai applications chatgpt chatlog elastic elasticsearch

aegra/aegra

Open source alternative to LangGraph Platform (now LangSmith Deployments) - Self-hosted AI agent backend with FastAPI and PostgreSQL. Zero vendor lock-in, full control over your agent infrastructure.

Category
dev tools
Stars
1,109
Readiness
ready (96/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +13 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

fastapi langchain langggraph langgraph-agents langgraph-platform-alternative opensource-langgraph-platform

tryAGI/LangChain

C# implementation of LangChain. We try to be as close to the original as possible in terms of abstractions, but are open to new entities.

Category
dev tools
Stars
1,064
Readiness
ready (80/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai csharp dotnet langchain langchain-csharp langchain-dotnet

huggingface/agents-course

This repository contains the Hugging Face Agents Course.

Category
dev tools
Stars
30,770
Readiness
needs review (61/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
watch
Maintenance risk
18/100 · high confidence

Why: +216 stars in 7 days; 100+ lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: contributor breadth, issue load, documentation. Risks: recent commit cadence is 0/4.8 of its monthly baseline. Missing inputs: release recency.

Capped lower bounds: lifetime contributors.

agentic-ai agents course huggingface langchain llamaindex

EmbraceAGI/awesome-chatgpt-zh

ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

Category
dev tools
Stars
11,630
Readiness
needs review (69/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +11 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agi ai awesome awesome-list chat-gpt chatglm

tmc/langchaingo

LangChain for Go, the easiest way to write LLM-based programs in Go

Category
dev tools
Stars
9,600
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +23 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 208 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai go golang langchain

liaokongVFX/LangChain-Chinese-Getting-Started-Guide

LangChain 的中文入门教程

Category
dev tools
Stars
9,087
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +10 stars in 7 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

aigc chatgpt langchain openai openai-api

shroominic/codeinterpreter-api

👾 Open source implementation of the ChatGPT Code Interpreter

Category
dev tools
Stars
3,846
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 638 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt-code-generation code-interpreter codeinterpreter langchain llm-agent

X-D-Lab/LangChain-ChatGLM-Webui

基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答

Category
dev tools
Stars
3,316
Readiness
needs review (57/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 844 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

belle bilibili chatglm-6b chatglm-webui jina langchain

georgia-tech-db/evadb

Database system for AI-powered apps

Category
dev tools
Stars
2,673
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 812 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai auto-gpt chatgpt data-analysis database

paulpierre/RasaGPT

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

Category
dev tools
Stars
2,464
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 268 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chatbot chatgpt fastapi gpt-3 gpt-4

xusenlinzy/api-for-open-llm

Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源

Category
dev tools
Stars
2,458
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 680 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

baichuan chatglm code-llama docker internlm langchain

langchain-ai/langserve

LangServe 🦜️🏓

Category
dev tools
Stars
2,332
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
86/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: repository is archived, no push in 94 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deployment fastapi langchain langchain-python llm llms

refuel-ai/autolabel

Label, clean and enrich text datasets with LLMs.

Category
dev tools
Stars
2,328
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 521 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anthropic-claude data-science gpt-4 huggingface-transformers langchain large-language-models

alfredfrancis/ai-chatbot-framework

A python chatbot framework with Natural Language Understanding and Artificial Intelligence.

Category
dev tools
Stars
2,165
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 443 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-chatbot ai-chatbot-framework chatbot conversational-ai deepseek hacktoberfest

teddylee777/langchain-kr

LangChain 공식 Document, Cookbook, 그 밖의 실용 예제를 바탕으로 작성한 한국어 튜토리얼입니다. 본 튜토리얼을 통해 LangChain을 더 쉽고 효과적으로 사용하는 방법을 배울 수 있습니다.

Category
dev tools
Stars
2,038
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
20/100 · low confidence

Why: +9 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 354 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt-api cookbook generative-ai gpt-3 gpt-4

BCG-X-Official/agentkit

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

Category
dev tools
Stars
1,948
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
94/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 142 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

fastapi full-stack genai genai-chatbot genai-poc langchain

n4ze3m/dialoqbase

Create chatbots with ease

Category
dev tools
Stars
1,793
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
70/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anthropic chatbot chatgpt claude code-llama codellama

richardyc/Chrome-GPT

An AutoGPT agent that controls Chrome on your desktop

Category
dev tools
Stars
1,742
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1017 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai autogpt chatgpt gpt-3-5-turbo gpt-4 langchain

sendaifun/solana-agent-kit

connect any ai agents to solana protocols

Category
dev tools
Stars
1,703
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai langchain langchain-js solana solana-langchain web3js

jina-ai/langchain-serve

⚡ Langchain apps in production using Jina & FastAPI

Category
dev tools
Stars
1,640
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 1052 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

autogpt autonomous-agents babyagi chatbot fastapi gpt

sobelio/llm-chain

`llm-chain` is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks

Category
dev tools
Stars
1,605
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 645 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt langchain llama llm openai rust

enoch3712/ExtractThinker

ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.

Category
dev tools
Stars
1,591
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 345 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai document-image-analysis document-intelligence document-parsing document-processing langchain

fynnfluegge/rocketnotes

✨ AI-powered markdown editor - leverage LLMs with your documents - 100% local or in the cloud

Category
dev tools
Stars
1,426
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
18/100 · low confidence

Why: +87 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 106 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anthropic aws gpt huggingface langchain llm

stulzq/azure-openai-proxy

Azure OpenAI Service Proxy. Convert OpenAI official API request to Azure OpenAI API request. Support GPT-4,Embeddings,Langchain. Adapter from OpenAI to Azure OpenAI.

Category
dev tools
Stars
1,340
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 773 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

azure azure-openai chatgpt gpt-4 langchain openai

yym68686/ChatGPT-Telegram-Bot

TeleChat: 🤖️ an AI chat Telegram bot can Web Search Powered by GPT-5, DALL·E , Groq, Gemini 2.5 Pro/Flash and the official Claude4.1 API using Python on Zeabur, fly.io and Replit.

Category
dev tools
Stars
1,288
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
21/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 123 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent chatgpt claude claude-3-opus claude-api docker

curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and us

Category
dev tools
Stars
1,247
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 943 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence chatgpt deep-learning gpt-4 gpt4 langchain

bowang-lab/MedRAX

MedRAX: Medical Reasoning Agent for Chest X-ray - ICML 2025

Category
dev tools
Stars
1,207
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 281 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agentic-ai agentic-framework chest-xray chest-xrays healthcare

SalesforceAIResearch/enterprise-deep-research

Salesforce Enterprise Deep Research

Category
dev tools
Stars
1,197
Readiness
needs review (57/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +6 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-research-agent e2b fastapi langchain llm-benchmarking multi-agent-systems

langchain-ai/langchain-extract

🦜⛏️ Did you say you like data?

Category
dev tools
Stars
1,194
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 179 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

extraction extraction-data fastapi langchain langchain-python llm

ricklamers/shell-ai

LangChain powered shell command generator and runner CLI

Category
dev tools
Stars
1,152
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 324 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

automation cli gpt langchain llm openai

daveebbelaar/langchain-experiments

Building Apps with LLMs

Category
dev tools
Stars
1,141
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 908 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai langchain langchain-python python slack-bot

RafalWilinski/telegram-chatgpt-concierge-bot

Interact with OpenAI's ChatGPT via Telegram and Voice.

Category
dev tools
Stars
1,131
Readiness
high risk (37/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: no push in 935 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt langchain telegram-bot

mpaepper/llm_agents

Build agents which are controlled by LLMs

Category
dev tools
Stars
1,053
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 410 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning langchain llms machine-learning

zahidkhawaja/langchain-chat-nextjs

Next.js frontend for LangChain Chat.

Category
dev tools
Stars
1,015
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 1240 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

javascript langchain nextjs openai

kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

Category
dev tools
Stars
971
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 1005 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

c-transformers chatgpt cpu cpu-inference deep-learning document-qa

msoedov/langcorn

⛓️ Serving LangChain LLM apps and agents automagically with FastApi. LLMops

Category
dev tools
Stars
939
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 753 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

api fastapi langchain langchain-python large-language-models llm

onlyphantom/llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

Category
dev tools
Stars
927
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chromadb gpt-3 langchain langchain-python llamaindex llm

homanp/langchain-ui

🧬 The open source chat-ai toolkit

Category
dev tools
Stars
912
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 1075 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt langchain nextjs openai vercel

dissorial/doc-chatbot

Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.

Category
dev tools
Stars
855
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1113 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chat chatbot document-embedding gpt-3 gpt-4 langchain

coderonion/awesome-llm-and-aigc

🚀🚀🚀A collection of some awesome public projects about Large Language Model(LLM), Vision Language Model(VLM), Vision Language Action(VLA), AI Generated Content(AIGC), the related Datasets and Applicati

Category
dev tools
Stars
811
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
15/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 371 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai4s ai4science aigc awesome-list cuda datasets

junruxiong/IncarnaMind

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

Category
dev tools
Stars
800
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 547 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chatbot generative-ai gpt langchain llm

morsoli/llm-books

利用LLM构建应用实践笔记

Category
dev tools
Stars
767
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: no push in 616 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt-api langchain llm llmops openai

huangjia2019/langchain-in-action

Practical LangChain patterns and implementations for real-world LLM applications. 极客时间：LangChain实战课 - 这是LangChain框架早期设计的一系列重点模块的直接而清晰的示例和讲解。随着LangChain的快速演进，有些代码需要安装新的版本进行迭代。希望大家在快速浏览课程概念（仍有价值）的同时，自行学

Category
dev tools
Stars
761
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest. Risks: no push in 788 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent langchain llm

marella/chatdocs

Chat with your documents offline using AI.

Category
dev tools
Stars
738
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1043 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chatdocs chroma ctransformers langchain llm

amosjyng/langchain-visualizer

Visualization and debugging tool for LangChain workflows

Category
dev tools
Stars
737
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 884 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

langchain

jiran214/langup-ai

AGI 社交网络 Bot. BiliBili | 直播聊天数字人 | 视频@自动回复 | 私信bot | 终端聊天 | 语音交互

Category
dev tools
Stars
731
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 860 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bilibili bot chatgpt gpt langchain openai

AkshitIreddy/Interactive-LLM-Powered-NPCs

Interactive LLM Powered NPCs, is an open-source project that completely transforms your interaction with non-player characters (NPCs) in any game! 🎮🤖🚀

Category
dev tools
Stars
718
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 868 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai artificial-intelligence autonomous-agents computer-vision langchain language-model

mayooear/langchain-supabase-website-chatbot

Build a chatgpt chatbot for your website using LangChain, Supabase, Typescript, Openai, and Next.js.

Category
dev tools
Stars
700
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
92/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: repository is archived, no push in 133 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt gpt3 langchain nextjs notion openai

langchain-ai/docs

Unified LangChain documentation.

Category
dev tools
Stars
392
Readiness
ready (79/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +8 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

documentation langchain langgraph langsmith

langflow-ai/langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Category
dev tools
Stars
152,932
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +249 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agents chatgpt generative-ai large-language-models multiagent react-flow

aishwaryanr/awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

Category
dev tools
Stars
28,654
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +134 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome awesome-list generative-ai interview-questions large-language-models llms

vercel/ai

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

Category
dev tools
Stars
26,072
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +147 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anthropic artificial-intelligence gemini generative-ai generative-ui javascript

a2aproject/A2A

Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

Category
dev tools
Stars
25,240
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +119 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

a2a a2a-mcp a2a-protocol a2a-server agents generative-ai

wandb/openui

OpenUI let's you describe UI using your imagination, then see it rendered live.

Category
dev tools
Stars
22,496
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai generative-ai html-css-javascript tailwindcss

NVIDIA-NeMo/Speech

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Category
dev tools
Stars
18,019
Readiness
ready (97/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +177 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

asr deeplearning generative-ai machine-translation neural-networks speaker-diariazation

ai-shifu/ChatALL

Concurrently chat with ChatGPT, Bing Chat, Bard, Alpaca, Vicuna, Claude, ChatGLM, MOSS, 讯飞星火, 文心一言 and more, discover the best answers

Category
dev tools
Stars
16,473
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +12 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bingchat chatbot chatgpt desktop-app electron electron-app

dottxt-ai/outlines

Structured Outputs

Category
dev tools
Stars
15,532
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +70 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

cfg generative-ai json llms prompt-engineering regex

steven2358/awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

Category
dev tools
Stars
12,444
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +33 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai artificial-intelligence awesome awesome-list generative-ai generative-art

KalyanKS-NLP/llm-engineer-toolkit

A curated list of 120+ LLM libraries category wise.

Category
dev tools
Stars
10,702
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +11 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-engineer generative-ai large-language-models llm-engineer llms

aliasrobotics/cai

Cybersecurity AI (CAI), the framework for AI Security

Category
dev tools
Stars
9,675
Readiness
needs review (71/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +63 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence cybersecurity framework generative-ai llm pentesting

rockbenben/ChatGPT-Shortcut

🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (English/中文/Español/العربية). 让生产力加倍的 AI 快捷指令。更高效地管理提示词，在分享社区中发现适用于不同场景的灵感。

Category
dev tools
Stars
8,667
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +11 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools aigc chatgpt chatgpt-api chatgpt-prompts

Lightricks/LTX-2

Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.

Category
dev tools
Stars
8,534
Readiness
ready (80/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +58 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai ltx ltx-2

0xPlaygrounds/rig

⚙️🦀 Build modular and scalable LLM Applications in Rust

Category
dev tools
Stars
8,206
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +93 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai artificial-intelligence automation generative-ai large-language-model

amitness/learning

A log of things I'm learning

Category
dev tools
Stars
6,938
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning generative-ai learning-resources llms machine-learning nlp

wiltodelta/remove-ai-watermarks

AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.

Category
dev tools
Stars
4,481
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +114 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-watermark c2pa cli comfyui computer-vision

microsoft/PyRIT

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

Category
dev tools
Stars
4,256
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +33 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-red-team generative-ai red-team-tools responsible-ai

aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

Category
dev tools
Stars
3,785
Readiness
ready (84/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +21 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai artificial-intelligence chatbot computer-vision generative-ai machine-learning

sdv-dev/SDV

Synthetic data generation for tabular data

Category
dev tools
Stars
3,539
Readiness
ready (84/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

data-generation deep-learning gan gans generative-adversarial-network generative-ai

langchain-ai/langgraphjs

Framework to build resilient language agents as graphs.

Category
dev tools
Stars
3,185
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +23 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai artificial-intelligence generative-ai llm node

Acly/krita-ai-diffusion

Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.

Category
dev tools
Stars
10,441
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +33 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai krita-plugin stable-diffusion

eseckel/ai-for-grant-writing

A curated list of resources for using LLMs to develop more competitive grant applications.

Category
dev tools
Stars
4,178
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai grant-proposals grants llms scientific-writing

vectara/hallucination-leaderboard

Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents

Category
dev tools
Stars
3,299
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +13 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai hallucinations llm

allweonedev/presentation-ai

ALLWEONE® Open source AI presentation generator Gamma Alternative. Create professional slides with customizable themes and AI-generated content in minutes.

Category
dev tools
Stars
2,928
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +13 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai all-in-one allweone gamma generative-ai generative-presetation

buaacyw/MeshAnything

[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

Category
dev tools
Stars
2,297
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 466 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

3d auto-regressive-model generative-ai generative-model iclr2025 large-language-models

hyp1231/awesome-llm-powered-agent

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

Category
dev tools
Stars
2,255
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
19/100 · low confidence

Why: +5 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 464 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome-list chatgpt embodied-agent embodied-ai foundation-model foundation-models

ZiYang-xie/WorldGen

🌍 WorldGen - Generate Any 3D Scene in Seconds

Category
dev tools
Stars
2,053
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
20/100 · low confidence

Why: +10 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 118 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

3d-generation 3d-reconstruction generative-ai graphics image-to-3d scene-generation

zakirkun/guardian-cli

Guardian is a production-ready AI-powered penetration testing automation CLI tool that leverages Google Gemini and LangChain to orchestrate intelligent, step-by-step penetration testing workflows whil

Category
dev tools
Stars
1,761
Readiness
needs review (61/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

automation gemini-ai generative-ai pentest-tool

richardgill/llm-ui

The React library for LLMs

Category
dev tools
Stars
1,749
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 401 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt claude component-library generative-ai llama llm

AkaliKong/MiniOneRec

Minimal reproduction of OneRec

Category
dev tools
Stars
1,736
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +17 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai generative-recommendation generative-recommenders large-language-model large-language-models llm

AvaLovelace1/BrickGPT

[ICCV 2025 Best Paper] Official repository for BrickGPT, the first approach for generating physically stable toy brick models from text prompts.

Category
dev tools
Stars
1,694
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai lego

buaacyw/GaussianEditor

[CVPR 2024] GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting

Category
dev tools
Stars
1,448
Readiness
high risk (38/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: no push in 892 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

3d cvpr2024 generative-ai

weitianxin/Awesome-Agentic-Reasoning

A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"

Category
dev tools
Stars
1,335
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +10 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agentic-ai awesome-resources generative-ai large-language-models reasoning

jmtomczak/intro_dgm

"Deep Generative Modeling": Introductory Examples

Category
dev tools
Stars
1,329
Readiness
needs review (57/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
17/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 101 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

autoregressive-modeling deep-generative-modelling deep-learning energy-based-model flow-based-modeling generative-adversarial-network

scraed/LanPaint

High quality training free inpaint for every stable diffusion model. Supports ComfyUI

Category
dev tools
Stars
1,311
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +8 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

diffusion-inpainting diffusion-models generative-ai generative-model image-editing inpainting

AIoT-MLSys-Lab/Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey

Category
dev tools
Stars
1,259
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 410 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

efficient-deep-learning generative-ai large-language-models machine-learning-systems survey

microsoft/generative-ai-with-javascript

Join a time-traveling adventure where you meet history’s legends while learning Generative AI technologies! ✨

Category
dev tools
Stars
1,249
Readiness
needs review (61/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
28/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 169 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai generative-ai javascript llm samples training

qpython-android/qpython

QPython is an Android Python engine primarily designed for Python and AI learners. It offers a range of impressive features to enhance Python programming experience.

Category
dev tools
Stars
1,210
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
19/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 115 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai android generative-ai python

lastmile-ai/aiconfig

AIConfig is a config-based framework to build generative AI applications.

Category
dev tools
Stars
1,085
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 178 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai developer-tools generative-ai llm llm-ops

PeterGriffinJin/Awesome-Language-Model-on-Graphs

A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)

Category
dev tools
Stars
997
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
21/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 523 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome-resources generative-ai graphs large-language-models survey

aniketpotabatti/Data-Science-EBooks

Welcome to the Data Science EBooks repository! This collection offers a variety of high-quality ebooks on Data Science, Machine Learning, and AI. Perfect for both beginners and advanced learners, expl

Category
dev tools
Stars
951
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai computer-vision data-analysis data-mining data-science data-science-learning

taco-group/OpenEMMA

OpenEMMA, a permissively licensed open source "reproduction" of Waymo’s EMMA model.

Category
dev tools
Stars
946
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +5 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 451 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

algorithms artificial-intelligence autonomous-car autonomous-driving autonomous-vehicles autonomy

aedocw/epub2tts

Turn an epub or text file into an audiobook

Category
dev tools
Stars
946
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

audiobooks epub generative-ai tts

GAIR-NLP/factool

FacTool: Factuality Detection in Generative AI

Category
dev tools
Stars
935
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 718 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt fact-checking generative-ai large-language-models natural-language-processing python

HeyNina101/generative_ai_project

A production-ready template to kickstart your Generative AI projects with structure and scalability in mind.

Category
dev tools
Stars
906
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
27/100 · low confidence

Why: +8 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 161 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-projects ai-template generative-ai llm prompt-engineering template

yokoffing/ChatGPT-Prompts

ChatGPT and Bing AI prompt curation

Category
dev tools
Stars
895
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
87/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: repository is archived, no push in 422 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai artificial-intelligence bing chatbot chatgpt chatgpt-api

declare-lab/TangoFlux

[ICLR 2026] TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching

Category
dev tools
Stars
880
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 191 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

flow-matching generative-ai text-to-audio text-to-audio-ai tta

jdh-algo/JoyVASA

Diffusion-based Portrait and Animal Animation

Category
dev tools
Stars
876
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
19/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 113 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

audio-driven-talking-face generative-ai image-animation lip-sync portrait-anination talking-head

panaversity/learn-modern-ai-python

Learn Modern AI Assisted Python with Type Hints

Category
dev tools
Stars
872
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 285 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic-ai ai-python chatgpt colab devcontainers docker

huggingface/computer-vision-course

This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

Category
dev tools
Stars
865
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

computer-vision convolutional-neural-networks generative-ai neural-networks transformers

chain-ml/council

Council is an open-source platform for the rapid development and robust deployment of customized generative AI applications

Category
dev tools
Stars
859
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 568 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai artificial-intelligence chatgpt generative-ai gpt

GoogleCloudPlatform/applied-ai-engineering-samples

This repository compiles code samples and notebooks demonstrating how to use Generative AI on Google Cloud Vertex AI.

Category
dev tools
Stars
845
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai google-cloud-platform llms vertex-ai

EdoardoBotta/RQ-VAE-Recommender

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

Category
dev tools
Stars
835
Readiness
needs review (70/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative generative-ai generative-retrieval gumbel recommendation recommendation-system

MolecularAI/REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

Category
dev tools
Stars
832
Readiness
needs review (71/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai astrazeneca cheminformatics chemistry deep-learning denovo-design

rvion/CushyStudio

🛋 The AI and Generative Art platform for everyone

Category
dev tools
Stars
808
Readiness
high risk (44/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 387 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai comfyui cross-platform generative-ai generative-art live-coding

OpenTexture/Paint3D

[CVPR 2024] Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models, a no lighting baked texture generative model

Category
dev tools
Stars
805
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 640 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

diffusion-models generative-ai generative-model stable-diffusion texture texture-synthesis

awslabs/amazon-bedrock-agent-samples

Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities

Category
dev tools
Stars
804
Readiness
needs review (61/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

amazon-bedrock amazon-bedrock-agents bedrock bedrock-agents generative-ai multi-agents-collaboration

castorini/daam

Diffusion attentive attribution maps for interpreting Stable Diffusion.

Category
dev tools
Stars
803
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 854 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

diffusion explainable-ai generative-ai huggingface pytorch stable-diffusion

Blazity/shadcn-chatbot-kit

🤖 Beautifully designed chatbot components based on shadcn/ui

Category
dev tools
Stars
796
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
27/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 162 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-sdk generative-ai llm nextjs openai react

mostly-ai/mostlyai

Synthetic Data SDK ✨

Category
dev tools
Stars
788
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
15/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 91 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

differential-privacy generative-ai machine-learning privacy-enhancing-technologies synthetic-data synthetic-data-generation

rnchg/APT

AI Productivity Tool - Free and open source, improve user productivity, and protect privacy and data security. Including but not limited to: built-in local exclusive ChatGPT, DeepSeek, Phi, Qwen and o

Category
dev tools
Stars
771
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 237 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-framework aigc audio-processing chatgpt computer-vision

MyNiuuu/MOFA-Video

[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.

Category
dev tools
Stars
764
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 610 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

aigc controllable-generation diffusion-models eccv2024 generative-ai generative-models

fill3d/fill

Generative fill in 3D.

Category
dev tools
Stars
743
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 598 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

3d-rendering fxnai generative-ai generative-fill

OpenVGLab/OmniLottie

[CVPR 2026🔥] 🧑‍🎨 OmniLottie, an open-sourced multi-modal instructed vector animation generator that produces Lottie JSONs.

Category
dev tools
Stars
733
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
21/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 123 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative-ai generative-model lottie-animation multi-modal svg-animations vector-graphics

gabriben/awesome-generative-information-retrieval

No description

Category
dev tools
Stars
728
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chatgpt deep-learning generative-ai information-retrieval machine-learning

mit-han-lab/distrifuser

[CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models

Category
dev tools
Stars
727
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 613 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

acceleration diffusion-models generative-ai generative-model parallelism

CelaDaniel/free-ai-resources-x

🌟 A curated collection of free, high quality AI tools 🤖, APIs 🔗, datasets 📊, and learning resources 📚 covering machine learning 🧠, deep learning 🧩, generative AI 🎨, NLP 💬, and data science 📈. Designed

Category
dev tools
Stars
723
Readiness
needs review (57/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-agents ai-courses ai-ethics ai-tools artificial-intelligence

mikeroyal/Machine-Learning-Guide

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

Category
dev tools
Stars
708
Readiness
high risk (42/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 946 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-neural-networks aws-sagemaker deep-learning generative-ai gpt-3 gpt-4

yvann-ba/ComfyUI_Yvann-Nodes

Audio Reactivity Nodes for ComfyUI 🔊 Create AI generated audio-driven animations

Category
dev tools
Stars
705
Readiness
high risk (38/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
28/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: no push in 167 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

audioreactive comfyui generative-ai

sirmalloc/ccstatusline

🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more.

Category
dev tools
Stars
12,285
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +149 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools claude-code cli developer-tools git powerline

unlayer/react-email-editor

Drag-n-Drop Email Editor Component for React.js

Category
dev tools
Stars
5,190
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-assistant ai-email ai-email-assistant ai-email-builder ai-email-editor ai-email-generator

lightningpixel/modly

Desktop app to generate 3D models from images using local AI — runs entirely on your GPU

Category
dev tools
Stars
4,872
Readiness
ready (76/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +73 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

3d ai-local ai-tools desktop-app modly open-source

nguyenphutrong/quotio

Stop juggling AI accounts. Quotio is a beautiful native macOS menu bar app that unifies your Claude, Gemini, OpenAI, Qwen, and Antigravity subscriptions – with real-time quota tracking and smart auto-

Category
dev tools
Stars
4,620
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +12 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools developer-tools proxy quota-monitor

Astrosp/Awesome-OSINT-List

📡 Comprehensive collection of OSINT tools for cybersecurity professionals, researchers, and bug bounty hunters. Topics: information gathering, reverse search, red team, trust & safety, AI.

Category
dev tools
Stars
4,133
Readiness
ready (78/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +200 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools awesome-list bug-bounty cybersecurity information-gathering

glitternetwork/pinme

Deploy Your Frontend in a Single Command. Claude Code Skills supported.

Category
dev tools
Stars
3,730
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools claude-code-skill claude-skills deployment deployment-tools frontend

dw-dengwei/daily-arXiv-ai-enhanced

Automatically crawl arXiv papers daily and summarize them using AI. Illustrating them using GitHub Pages.

Category
dev tools
Stars
2,932
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +19 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools arxiv llms read-papers research-tool

agavra/tuicr

a code review TUI with vim keybindings

Category
dev tools
Stars
2,553
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +451 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools code-review rust tui

Zafer-Liu/Data-Analysis-Agent

🚀你的私人数据分析助手。通过对话式交互，自动生成可视化报表与商业洞察，让数据决策变得像聊天一样简单。 🚀 Your personal data analysis assistant. Say goodbye to complex SQL and Excel formulas. An LLM-powered data analysis agent. Chat with your data to

Category
dev tools
Stars
2,413
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +328 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai ai-tools analysis charts datavisualization

lynote-ai/humanize-text

Open-source pipeline and reference implementations for improving the readability and natural cadence of AI-assisted drafts.

Category
dev tools
Stars
1,552
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +12 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-humanizer ai-tools ai-writing humanize-ai-text humanize-text open-source

ReScienceLab/opc-skills

Agent Skills for Solopreneurs

Category
dev tools
Stars
1,278
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +91 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills ai-tools claude-code geo llm-tools opc

Javis603/token-monitor

Local-first desktop widget for tracking token usage, costs, and limits across 28+ AI coding tools—including Claude Code, Codex, Cursor, OpenCode, and OpenClaw—with multi-device sync.

Category
dev tools
Stars
1,213
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +142 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools antigravity claude-code codex cursor

currenjin/site-for-developers

🌎💎 개발자들의 첫 번째 북마크

Category
dev tools
Stars
1,173
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-developer-tools ai-tools artificial-intelligence awesome-list bookmark

tjboudreaux/cc-thinking-skills

28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilot, Codex, Cursor, and other Agent Skills-compatible tools

Category
dev tools
Stars
939
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +23 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills ai-tools anthropic claude claude-code critical-thinking

cocojojo5213/Dev-Janitor

Cross-platform desktop app for cleaning development artifacts, managing local developer tools, and checking common environment issues.

Category
dev tools
Stars
864
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools cleanup desktop-app developer-tools react rust

tong-io/tongflow

TongFlow : An Open-Source Multi-Modal GenAI Workflow Studio

Category
dev tools
Stars
802
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +96 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

3d ai ai-tools canvas document genai

mantoni/beads-ui

Local UI for Beads — Collaborate on issues with your coding agent.

Category
dev tools
Stars
693
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai-tools issue-tracker local-first

suitedaces/computer-agent

Desktop app to control your computer with AI using your terminal, browser, mouse & keyboard

Category
dev tools
Stars
671
Readiness
ready (74/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools anthropic claude-3-5-sonnet claude-4-5-opus claude-4-5-sonnet

LeanBitLab/LeanType

LeanType is an Open-source keyboard, fork of HeliBoard with additional features and customisation

Category
dev tools
Stars
660
Readiness
ready (81/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools android aosp customisation free-software gemini-api

Usagi-org/ai-goofish-monitor

基于 Playwright 和AI实现的闲鱼多任务实时/定时监控与智能分析系统，配备了功能完善的后台管理UI。帮助用户从闲鱼海量商品中，找到心仪产品。

Category
dev tools
Stars
14,119
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
70/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-assistant ai-tools automation gemini goofish

oxylabs/oxylabs-ai-studio-py

Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Stu

Category
dev tools
Stars
3,247
Readiness
needs review (68/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +36 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-crawler ai-grounding ai-scraper ai-scraping ai-search ai-tools

lxf746/any-auto-register

Auto-register & manage accounts for ChatGPT, Cursor, Kiro, Grok, Windsurf, Trae & 13+ AI platforms · Protocol/browser dual-mode · Plugin-based · One-click Mac/Windows desktop app

Category
dev tools
Stars
3,107
Readiness
ready (72/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +37 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

account-management account-registration ai ai-tools auto-register automation

lackeyjb/playwright-skill

Claude Code Skill for browser automation with Playwright. Model-invoked - Claude autonomously writes and executes custom automation for testing and validation.

Category
dev tools
Stars
2,994
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +25 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 231 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools automation browser-automation claude claude-code claude-plugin

Owl-Listener/designer-skills

Designer Skills Collection: agentic skills, commands, and plugins for design — from research to systems, UI, interaction, and delivery.

Category
dev tools
Stars
1,990
Readiness
needs review (61/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +47 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic agentic-ai ai ai-tools claude-code design-system

bergside/typeui

Build better UI with AI

Category
dev tools
Stars
1,726
Readiness
needs review (61/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +47 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills ai ai-tools claude-design cli codex

davialabs/davia

Interactive, editable docs designed for coding agents

Category
dev tools
Stars
1,659
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
17/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 200 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools documentation documentation-generator knowledge-base knowledge-representation local

openilink/openilink-hub

开源微信 Bot 管理平台 + App 应用市场 | Self-hosted WeChat Bot Platform with App Marketplace | Lark · Slack · Discord · DingTalk · GitHub · Notion · 20+ Apps | AI Tools | 7 Language SDKs

Category
dev tools
Stars
1,546
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +15 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-chatbot ai-tools app-marketplace bot-management chatbot dingtalk

qdhenry/Claude-Command-Suite

Professional slash commands for Claude Code that provide structured workflows for software development tasks including code review, feature creation, security auditing, and architectural analysis.

Category
dev tools
Stars
1,324
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
27/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 159 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic claude-code cli-tools code-review developer-tools

ChristopherKahler/paul

Plan-Apply-Unify Loop — Structured AI-assisted development for Claude Code. Quality over speed-for-speed's-sake.

Category
dev tools
Stars
1,159
Readiness
needs review (66/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-development ai-tools claude claude-code development-framework project-orchestration

zsyggg/paper-craft-skills

Claude Code skills for academic papers: deep analysis, comics, summaries | 论文工艺：深度解读、漫画生成、速览总结

Category
dev tools
Stars
994
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +51 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

academic ai-tools arxiv claude-code paper-reading pdf-analysis

skillsgate/skillsgate

No description

Category
dev tools
Stars
959
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +157 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools skills skills-management

lucasrosati/claude-code-memory-setup

Up to 71.5x fewer tokens per session on Claude Code with Obsidian + Graphify. Persistent memory, codebase knowledge graphs, and chat import pipeline. 🇧🇷 PT-BR included.

Category
dev tools
Stars
921
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +19 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools claude-code coding-agent developer-productivity graphify knowledge-graph

jmuncor/tokentap

Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, debug prompts, and monitor context window usage across your AI development sessions.

Category
dev tools
Stars
811
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic cli developer-tools itmproxy llm

dominikmartn/hue

open-source skill that learns any brand and turns it into a complete design system. works on claude code and codex. install once, every UI your assistant builds matches your brand.

Category
dev tools
Stars
791
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +16 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic claude-code claude-skill codex design-language

mrslimslim/gpt-image-canvas

Local professional AI canvas built with tldraw.

Category
dev tools
Stars
719
Readiness
needs review (68/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools aiimagegenerator

Arindam200/cc-lens

Local analytics dashboard for Claude Code. No cloud, no telemetry.

Category
dev tools
Stars
582
Readiness
needs review (68/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools analytics anthropic claude-code claude-skills cli

openbestof/awesome-ai

A curated list of awesome AI tools, frameworks, api, software and resources.

Category
dev tools
Stars
581
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 825 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-api ai-tools artificial-intelligence awesome awesome-list

meetpateltech/AI-Infinity

A set of AI tools that will help you explore the infinite possibilities of AI.

Category
dev tools
Stars
566
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
29/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 171 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools chat-gpt chatgpt tools

kklt92/awesome-ai-extensions

A curated list of AI-powered browser extensions, plugins, and add-ons.

Category
dev tools
Stars
527
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-extensions ai-tools artificial-intelligence awesome awesome-list

nicepkg/ctxport

Copy AI conversations as clean Markdown Context Bundles — one click from ChatGPT, Claude, Gemini, DeepSeek, Grok & GitHub. Copy from sidebar without opening. Zero upload, 100% local, open source.

Category
dev tools
Stars
494
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
26/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 156 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-chat ai-tools browser-extension chatgpt chatgpt-export

aibox22/readmeX

An AI Powered README and Interactive Wiki Generator for Any Projects. AI驱动的README及交互式Wiki生成工具，面向中文的开源DeepWiki。

Category
dev tools
Stars
483
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +71 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 371 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools cli documentation gpt llm markdown

chrisblattman/claudeblattman

Claude Code for academics — skills, agents, and setup guides

Category
dev tools
Stars
436
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

academic-research ai-tools claude-ai claude-code mkdocs productivity

humanplane/homunculus

A Claude Code plugin that watches how you work, learns your patterns, and evolves itself to help you better.

Category
dev tools
Stars
384
Readiness
high risk (42/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 196 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic automation claude claude-code cli

simoncirstoiu/alice

Analyse · Learn · Ingest · Curate · Export — AI-powered YOLO dataset management toolkit

Category
dev tools
Stars
374
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
17/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 103 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools annotation computer-vision dataset frigate

pingan8787/awesome-ai-tools

Finding the AI tools you need!

Category
dev tools
Stars
364
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-tools chatgpt openai

canarybyte/veridrop

AI API 中转站检测工具：Claude 中转站检测、OpenAI 中转站检测、Gemini 中转站检测，中转站真伪检测、长上下文验证、思维签名验证、中转站红黑榜，自托管开源。

Category
dev tools
Stars
332
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +34 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic api-relay api-security api-verification claude

nghyane/launchdock

Use Claude and GPT through one local gateway with OpenAI-compatible and Claude-native APIs.

Category
dev tools
Stars
330
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
16/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 98 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic claude codex gpt local-gateway

youngwoocho02/unity-cli

Control Unity Editor from the command line. No MCP, no Python, no dependencies — just a single binary.

Category
dev tools
Stars
310
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools cli developer-tools game-development golang unity

AnubhavChaturvedi-GitHub/jarvis-ai-assistant

Voice-activated AI assistant with speech recognition and NLP. Automate tasks effortlessly with this Jarvis-like personal assistant.

Category
dev tools
Stars
294
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +10 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 666 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-assistant ai-tools aiml assistant-ai jarvis

DiscovAI/DiscovAI-search

🔍 DiscovAI-Search: An AI-powered search engine for AI tools and custom data. Built with Next.js, OpenAI, Supabase, and more. Features vector-based search, Redis caching, and LLM-powered responses.

Category
dev tools
Stars
283
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 729 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-search-engine ai-tools ai-tools-directory chatbot jina llm

oxylabs/oxylabs-ai-studio-js

Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Stu

Category
dev tools
Stars
272
Readiness
needs review (68/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-crawler ai-map ai-scraper ai-scraping ai-search ai-studio

LangGPT/awesome-claude-code

Awesome Claude Code Resources, Projects、Prompts、Agents、Commands，everything about claude code! Claude Code 精选资源列表 （by 云中江树）

Category
dev tools
Stars
265
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +7 stars in 30 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic awesome-claude-code awesome-list chinese claude-code

Faust-Donf/beamer-academic

一键从论文生成高质量学术答辩PPT | AI-powered thesis defense slides generator | Claude Code & Codex Skill

Category
dev tools
Stars
265
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

academic ai-tools beamer beamer-template claude-code codex

yz9yt/BugTrace-AI

[ARCHIVED] Evolved into BugTraceAI v2 — github.com/BugTraceAI/BugTraceAI

Category
dev tools
Stars
251
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
99/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: repository is archived, no push in 177 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools bug-bounty cybersecurity pentesting vulnerability-analysis web-security

MatrixA/aicheck

Detect AI-generated images, video, and audio by analyzing metadata and invisible watermarks. Offline. No API keys.

Category
dev tools
Stars
236
Readiness
high risk (42/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
20/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 119 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools deep-fake detection watermark

lynote-ai/humanize-text-skill

Free AI Humanizer: Humanize AI Text Online

Category
dev tools
Stars
230
Readiness
needs review (68/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-content-humanizer ai-detection-bypasser ai-humanizer ai-tools gptzero-bypass humanize

video-db/bloom

An open source, agentic Loom alternative. Record locally, make recordings AI-ready, and run workflows on top

Category
dev tools
Stars
222
Readiness
needs review (57/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
21/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, documentation, license. Risks: no push in 123 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agentic-workflow ai-tools loom recorder video

elvismdev/claude-wordpress-skills

Professional WordPress engineering skills for Claude Code - performance optimization, security auditing, Gutenberg block development, and theme/plugin best practices.

Category
dev tools
Stars
221
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, documentation, license. Risks: no push in 251 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools claude-code claude-skills performance-analysis security-audit wordpress

OrangeViolin/content-pipeline

AI-powered content production pipeline for creators. One prompt → multi-platform publishing. Claude Code Skill.

Category
dev tools
Stars
213
Readiness
needs review (59/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
19/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, fork interest, documentation. Risks: no push in 117 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

01fish ai-tools automation claude-code content-creation content-pipeline

liorwn/claudetop

htop for your Claude Code sessions — real-time cost, cache efficiency, model comparison, and smart alerts

Category
dev tools
Stars
212
Readiness
needs review (65/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools anthropic claude claude-code cli cost-tracking

livehl/aimirror

🚀 200倍速！AI时代的下载神器 | Docker/PyPI/HuggingFace/CRAN 全加速 | 并行分片+智能缓存，让下载飞起来

Category
dev tools
Stars
211
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
24/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, documentation, license. Risks: no push in 145 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-tools cache-proxy cuda deep-learning docker-registry download-accelerator

balavenkatesh3322/awesome-AI-toolkit

A curated, comprehensive collection of open-source AI tools, frameworks, datasets, courses, and seminal papers.

Category
dev tools
Stars
209
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-agents ai-research-and-development ai-tools ai-tools-directory awesome

Imbad0202/academic-research-skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Category
dev tools
Stars
41,296
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +962 stars in 7 days; 84 commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: None.

academic-pipeline academic-writing ai-research claude claude-code literature-review

github/awesome-copilot

Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

Category
dev tools
Stars
37,562
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +257 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: release recency.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent-skills agents ai awesome custom-agents github-copilot

blader/humanizer

Agent skill that removes signs of AI-generated writing from text

Category
dev tools
Stars
34,234
Readiness
needs review (69/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +1,864 stars in 7 days; 10 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: push recency, contributor breadth, issue load. Risks: no pull-request review responses in 30 days. Missing inputs: None.

agent-skills ai-writing claude-code codex cursor prompt-engineering

alirezarezvani/claude-skills

345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — e

Category
dev tools
Stars
24,085
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +530 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-plugins agent-skills agentic-ai ai-coding-agent anthropic-claude claude-ai

AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Category
dev tools
Stars
21,057
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +62 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt finance fingpt fintech large-language-models machine-learning

langgptai/LangGPT

LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-promp

Category
dev tools
Stars
12,412
Readiness
ready (77/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +20 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt claude deeplearning doubao framework gemini

microsoft/promptflow

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Category
dev tools
Stars
11,216
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +22 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-application-development ai-applications chatgpt gpt llm

freestylefly/awesome-gpt-image-2

Prompt as Code | GPT-Image2 工业级提示词引擎与模板库，470+ 个案例逆向工程，20+ 套工业级模板，并提炼出Skills，持续更新中

Category
dev tools
Stars
9,870
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +870 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai-image-generation chatgpt gpt-image-2 image-prompts prompt-as-code

ai-boost/awesome-prompts

Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.

Category
dev tools
Stars
8,656
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +48 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome awesome-list chatgpt gpt4 gpts gptstore

Imbad0202/academic-research-skills-codex

Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows

Category
dev tools
Stars
8,036
Readiness
ready (80/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +520 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

academic-pipeline academic-research academic-writing ai-research codex literature-review

AI4Finance-Foundation/FinRobot

FinRobot: An Open-Source AI Agent Platform for Financial Applications using LLMs 🚀 🚀 🚀

Category
dev tools
Stars
7,749
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +47 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

aiagent chatgpt finance fingpt large-language-models multimodal-deep-learning

kangarooking/cangjie-skill

把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills

Category
dev tools
Stars
6,601
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +803 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-workflows ai-skills automation book-to-skill knowledge-distillation prompt-engineering

Jia-Ethan/codex-keysmith

Version-independent Codex instruction deployment with dry-run, backups, hook isolation, and recovery.

Category
dev tools
Stars
3,036
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +807 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

cli codex codex-cli configuration-management developer-tools local-first

conorbronsdon/avoid-ai-writing

Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, Codex, and Hermes.

Category
dev tools
Stars
2,853
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +132 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-writing claude claude-code llm prompt-engineering skill

yaojingang/yao-open-prompts

Practical bilingual AI prompt library for prompt engineering, work, learning, content, marketing, and everyday use.

Category
dev tools
Stars
2,722
Readiness
ready (81/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +31 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chinese-prompts geo prompt-engineering prompts

ZeroLu/awesome-seedance

The ultimate collection of high-fidelity Seedance 2.0 prompts and Seedance AI resources. Discover Seedance 2.0 how to use for cinematic film, anime, UGC, social media, meme and advertising. Includes S

Category
dev tools
Stars
2,264
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +25 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai how-to-use prompt-engineering prompts seedance seedance-2

ZeroLu/awesome-gpt-image

A curated collection of the best GPT Image 2 prompts and examples. The prompts come from top creators on X.

Category
dev tools
Stars
1,986
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +22 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

gpt-image gpt-image-2 image-generator prompt-engineering

shcherbak-ai/contextgem

ContextGem: Effortless LLM extraction from documents

Category
dev tools
Stars
1,872
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai autoprompting contract-analysis data-extraction document-intelligence generative-ai

filiksyos/gitreverse

Reverse engineer any repo into it's original prompt

Category
dev tools
Stars
1,486
Readiness
ready (78/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +56 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

prompt-engineering reverse-engineering vibe-coding

liyue-aigc/female-portrait-director

A modular Codex Skill for directing and expanding detailed AI female portrait prompts.

Category
dev tools
Stars
1,256
Readiness
ready (79/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +16 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-image-generation codex codex-skill open-source prompt-engineering

timqian/openprompt.co

Create. Use. Share. ChatGPT prompts

Category
dev tools
Stars
1,222
Readiness
needs review (67/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt prompt prompt-engineering prompt-learning

MrGeDiao/shuorenhua

说人话｜中文优先的去 AI 味改写 skill：保事实、分场景、改完可直接发。Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, preserves facts.

Category
dev tools
Stars
972
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +84 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skill ai-writing anti-slop chatgpt chinese claude-code

TechNomadCode/AI-Product-Development-Toolkit

User-Centered Product Development Prompt Templates & Agent Configurations

Category
dev tools
Stars
937
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +53 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills agentic-ai ai claude-code claude-desktop documentation

ZeroLu/awesome-nanobanana-pro

🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI im

Category
dev tools
Stars
10,223
Readiness
needs review (69/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +17 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

gemini nanobanana nanobanana-pro nanobanana2 nanobananapro prompt-engineering

NeoVertex1/SuperPrompt

SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

Category
dev tools
Stars
6,421
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
17/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 103 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ml prompt-engineering prompts prompts-template

swyxio/ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under

Category
dev tools
Stars
6,247
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai gpt gpt-3 multimodal openai prompt-engineering

langgptai/wonderful-prompts

🔥中文 prompt 精选🔥，ChatGPT 使用指南，提升 ChatGPT 可玩性和可用性！🚀

Category
dev tools
Stars
6,237
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +21 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 289 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt3 gpt3-prompts gpt3-turbo gpt35 gpt4

MadcowD/ell

A language model programming library.

Category
dev tools
Stars
5,872
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 428 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai prompt-engineering

thinkingjimmy/Learning-Prompt

Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!

Category
dev tools
Stars
5,309
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load. Risks: no push in 1055 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

prompt prompt-engineering prompt-toolkit

trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

Category
dev tools
Stars
4,725
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 570 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api

promptslab/Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Category
dev tools
Stars
4,630
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
22/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 134 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt-api chatgpt-python gpt-3 gpt-3-prompts gpt-4

kyegomez/tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

Category
dev tools
Stars
4,592
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 374 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence chatgpt deep-learning gpt4 multimodal prompt

luban-agi/Awesome-AIGC-Tutorials

Curated tutorials and resources for Large Language Models, AI Painting, and more.

Category
dev tools
Stars
4,532
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 859 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai aigc awesome chatgpt courses-resource deep-learning

atfortes/Awesome-LLM-Reasoning

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

Category
dev tools
Stars
3,664
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome chain-of-thought chatgpt cot deepseek deepseek-r1

L1Xu4n/Awesome-ChatGPT-prompts-ZH_CN

如何将ChatGPT调教成一只猫娘

Category
dev tools
Stars
3,168
Readiness
high risk (40/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: issue load, documentation. Risks: no push in 1116 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome bing-chat catgirl chatgpt claude claude-slack

phodal/prompt-patterns

Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt

Category
dev tools
Stars
3,094
Readiness
high risk (38/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1234 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt github-copilot prompt-engineering stable-diffusion

ianarawjo/ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

Category
dev tools
Stars
3,023
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai evaluation large-language-models llmops llms prompt-engineering

Eladlev/AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

Category
dev tools
Stars
3,000
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 248 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

prompt-engineering prompt-tuning synthetic-dataset-generation

spcl/graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

Category
dev tools
Stars
2,829
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
23/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 136 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

graph-of-thoughts graph-structures graphs large-language-models llm prompt-engineering

microsoftarchive/promptbench

A unified evaluation framework for large language models

Category
dev tools
Stars
2,822
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
98/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 168 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

adversarial-attacks benchmark chatgpt evaluation large-language-models prompt

OpenPipe/OpenPipe

Turn expensive prompts into cheap fine-tuned models

Category
dev tools
Stars
2,822
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 805 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai llm llmops prompt-engineering

Leonxlnx/agentic-ai-prompt-research

Research into how agentic AI coding assistants work. Reconstructed prompt patterns, agent coordination, and security classification

Category
dev tools
Stars
2,500
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
21/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 129 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic-ai ai-research claude prompt-engineering system-prompts

prompt-engineering/click-prompt

ClickPrompt - Streamline your prompt design, with ClickPrompt, you can easily view, share, and run these prompts with just one click. ClickPrompt 用于一键轻松查看、分享和执行您的 Prompt。

Category
dev tools
Stars
2,390
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 1218 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt github-copilot prompt-engineering prompt-generator prompt-tuning stable-diffusion

uptrain-ai/uptrain

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform ro

Category
dev tools
Stars
2,358
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 719 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

autoevaluation evaluation experimentation hallucination-detection jailbreak-detection llm-eval

mattnigh/ChatGPT-Free-Prompt-List

A free guide for learning to create ChatGPT3 Prompts

Category
dev tools
Stars
2,295
Readiness
high risk (41/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 462 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai chatgpt chatgpt3 chatgpt4 prompt-engineering prompts

jtmuller5/The-HustleGPT-Challenge

Building Startups with an AI Co-Founder

Category
dev tools
Stars
2,121
Readiness
high risk (39/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1145 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai business chatgpt hustlegpt prompt-engineering startups

GitHubDaily/ChatGPT-Prompt-Engineering-for-Developers-in-Chinese

《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"

Category
dev tools
Stars
2,117
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +8 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1187 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chinese-translation prompt-engineering prompt-learning subtitles

microsoft/PromptCraft-Robotics

Community for applying LLMs to robotics and a robot simulator with ChatGPT integration

Category
dev tools
Stars
2,107
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +6 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 930 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

airsim chatgpt llm prompt-engineering robotics simulation

amazon-science/auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

Category
dev tools
Stars
2,042
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 877 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chain-of-thought gpt-3 gpt3-prompts gpt3-resources large-language-models prompt-engineering

OpenMindClub/awesome-chatgpt

⚡ Everything about ChatGPT

Category
dev tools
Stars
1,942
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 865 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome awesome-list chatgpt chatgpt-api chatgpt-app openai

B3o/GPTS-Prompt-Collection

收集GPTS的prompt / Collect the prompt of GPTS

Category
dev tools
Stars
1,804
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 226 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt chatgpt-api gpts gptslist prompt prompt-engineering

bohyy/academic-ai-prompt

一套为研究生和学术研究者设计的完整AI Prompt库 📖 包含内容： ✨ 40+ 精心设计的AI Prompt ✨ 论文选题系统方法（生成、评估、论证） ✨ 论文查找快速方案（8个不同方案） ✨ 文献综述框架和工具 ✨ Excel自动评估表格 ✨ 3个完整的论证模板 🚀 核心优势： ⚡ 节省时间 50-70%（选题3-5天而不是2-3周） 🎯 科学方法（基于系统的5维度评估体系） 💡 即插即

Category
dev tools
Stars
1,634
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
29/100 · low confidence

Why: +36 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 176 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

academic-research ai ai-prompts ailearning knowledge-base open-source

snwfdhmp/awesome-gpt-prompt-engineering

A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.

Category
dev tools
Stars
1,609
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome awesome-list awesome-lists awesome-readme awesome-resources chatgpt

explosion/spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

Category
dev tools
Stars
1,393
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
22/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 133 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anthropic claude cohere dolly falcon gpt-3

wangxuqi/Prompt-Engineering-Guide-Chinese

Prompt工程师指南，源自英文版，但增加了AIGC的prompt部分，为了降低同学们的学习门槛，翻译更新

Category
dev tools
Stars
1,392
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +6 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 692 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

prompt prompt-engineering prompt-guide prompt-toolkit

OpenDriveLab/DriveLM

[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering

Category
dev tools
Stars
1,338
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 401 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

autonomous-driving chain-of-thought graph-of-thoughts large-language-models llm prompt-engineering

xstongxue/best-prompts

通用高质量 Prompt 合集🔥

Category
dev tools
Stars
1,299
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
15/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 93 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

prompt-engineering vibe-coding

thu-coai/Safety-Prompts

Chinese safety prompts for evaluating and improving the safety of LLMs. 中文安全prompts，用于评估和提升大模型的安全性。

Category
dev tools
Stars
1,194
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 892 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

attack-defense chatgpt chinese-language instruction llm prompt

yunwei37/Prompt-Engineering-Guide-zh-CN

🐙 关于提示词工程（prompt）的指南、论文、讲座、笔记本和资源大全（自动持续更新）

Category
dev tools
Stars
1,042
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt gpt gpt4 openai prompt prompt-engineering

zjunlp/Prompt4ReasoningPapers

[ACL 2023] Reasoning with Language Model Prompting: A Survey

Category
dev tools
Stars
1,008
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 443 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

arithmetic-reasoning artificial-intelligence awsome-list chain-of-thought chatgpt commonsense-reasoning

plastic-labs/tutor-gpt

AI tutor powered by Theory-of-Mind reasoning

Category
dev tools
Stars
921
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
28/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 168 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai education hacktoberfest literacy machine-learning o1

jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Category
dev tools
Stars
832
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome-list calibration chain-of-thought chatgpt gpt-3 gpt-4

dave1010/tree-of-thought-prompting

Using Tree-of-Thought Prompting to boost ChatGPT's reasoning

Category
dev tools
Stars
821
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 972 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

large-language-models llm prompt-engineering

jesselau76/GPT-Prompts

Useful GPT Prompts

Category
dev tools
Stars
812
Readiness
needs review (47/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 492 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generator gpt gpt-4 midjourney prompt prompt-engineering

CHATS-lab/verbalized-sampling

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Mod

Category
dev tools
Stars
791
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 216 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

claude creative-writing dialogue-simulation diversity gemini gpt

microsoft/sammo

A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)

Category
dev tools
Stars
771
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +11 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 410 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

llms prompt-engineering prompt-tuning

WantongC/journal-adapt-writing-skill

Learn any journal's writing conventions from its published papers, then revise your manuscript to match — section by section.

Category
dev tools
Stars
742
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

academic-writing claude economics journal latex llm

ZeroLu/awesome-gemini-ai

The ultimate collection of Awesome Gemini Prompts, use cases, and examples. Curated from X (Twitter), Reddit, and top prompt engineers. Includes prompts for coding, agents, design, and productivity us

Category
dev tools
Stars
717
Readiness
high risk (42/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

best-prompts gemini gemini-ai gemini-prompts gemini3 gemini3-pro

EmbraceAGI/LifeReloaded

A life simulation Game powered by GPT-4's “Advanced Data Analysis” function , offering you a second chance at life. 由GPT4的Advanced Data Analysis功能驱动的人生重来模拟器，给您人生第二春。

Category
dev tools
Stars
691
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 479 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

advanced-data-analysis chatgpt code codeinterpreter game gpt

teilomillet/gollm

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

Category
dev tools
Stars
671
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
23/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 139 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai anthropic dspy genai generative-ai generative-ai-tools

Gabriella439/grace

A prompt engineering functional programming language

Category
dev tools
Stars
607
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai functional-programming interpreter llm programming-language prompt-engineering

meistrari/prompts-royale

Automatically create prompts and make them fight each other to know which is the best

Category
dev tools
Stars
604
Readiness
needs review (46/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1071 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai llm nuxt prompt prompt-engineering

10cl/chatdev

ChatDev IDE is an tools for building your ai agent, Whether it's NPCs in games or powerful agent tools, you can design what you want for this platform.

Category
dev tools
Stars
586
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 732 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agents-framework aigame gpts prompt-engineering prompt-ide promptflow

jeffhj/LM-reasoning

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

Category
dev tools
Stars
571
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 998 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence awesome-list chain-of-thought chatgpt deductive-reasoning gpt-3

microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Category
dev tools
Stars
21,300
Readiness
ready (96/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +59 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx

fluid-cloudnative/fluid

Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)

Category
dev tools
Stars
1,957
Readiness
ready (97/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-framework alluxio big-data data-abstraction distributed-cache kubernetes

frappe/flow

Frappe Flow — native AI agents, tools, and triggers for Frappe

Category
dev tools
Stars
50
Readiness
ready (80/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: strong signals despite limited visibility; healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai-framework automation frappe-framework

yuzawa-san/onnxruntime-java

A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime

Category
dev tools
Stars
34
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: strong signals despite limited visibility; healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-framework deep-learning ffi foreign-function-and-memory-api java machine-learning

neuron-core/neuron-php-doc

Neuron AI PHP Framework documentation

Category
dev tools
Stars
8
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: strong signals despite limited visibility; healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic-framework agentic-workflow ai ai-agent ai-framework ai-workflow

laimis91/assistant-framework

No description

Category
dev tools
Stars
7
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: strong signals despite limited visibility; healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-assistant ai-assistant-framework ai-framework assistant-framework codex

creativetimofficial/david-ai

David AI is a free and open-source collection of customizable, production-ready UI components built with Tailwind CSS.

Category
dev tools
Stars
6,089
Readiness
needs review (57/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 576 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-framework angular-landing-page dashboard dynamic-components kits

jinbooooom/OriginDL

Implement a Pytorch-like DL library in C++ from scratch, step by step

Category
dev tools
Stars
346
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
19/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 114 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-framework ai-infra cuda deeplearning pytorch yolo

alrevuelta/cONNXr

Pure C ONNX runtime with zero dependancies for embedded devices

Category
dev tools
Stars
218
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: issue load, fork interest, documentation. Risks: no push in 1013 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-framework embedded-devices machine-learning onnx protocol-buffers

hexabot-ai/Hexabot

Hexabot v3 is an AI workflow automation platform, combining workflows, actions, agents, and conversational channels in one runtime.

Category
dev tools
Stars
1,142
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +17 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agentic agents ai ai-automation artificial-intelligence

lucidrains/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Category
dev tools
Stars
25,461
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanism computer-vision image-classification transformers

NVIDIA/Megatron-LM

Ongoing research training transformer models at scale

Category
dev tools
Stars
17,357
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +76 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

large-language-models model-para transformers

huggingface/transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Category
dev tools
Stars
16,236
Readiness
ready (84/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

browser javascript transformers webml

BlinkDL/RWKV-LM

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN a

Category
dev tools
Stars
14,649
Readiness
ready (81/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3

qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Category
dev tools
Stars
11,684
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

computer-vision deeplab-v3-plus deeplabv3 dpt fpn image-processing

huggingface/tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Category
dev tools
Stars
10,952
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert gpt language-model natural-language-processing natural-language-understanding nlp

niedev/RTranslator

Open source real-time translation app for Android that runs locally

Category
dev tools
Stars
10,307
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

android android-app bluetooth-le mobile-app nllb offline

lucidrains/PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Category
dev tools
Stars
7,864
Readiness
ready (84/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanisms deep-learning human-feedback reinforcement-learning transformers

MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Category
dev tools
Stars
7,776
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +8 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert ldavis machine-learning nlp sentence-embeddings topic

lucidrains/x-transformers

A concise but complete full-attention transformer with a set of promising experimental features from various papers

Category
dev tools
Stars
5,932
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanism deep-learning transformers

grobidOrg/grobid

A machine learning software for extracting information from scholarly documents

Category
dev tools
Stars
5,049
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bibliographical-references crf deep-learning fulltext hamburger-to-cow machine-learning

changyeyu/LLM-RL-Visualized

🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

Category
dev tools
Stars
4,750
Readiness
ready (76/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +23 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai algorithm deep-learning llm machine-learning natural-language-processing

JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

Category
dev tools
Stars
4,154
Readiness
ready (96/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert entity-extraction language-detection lemmatizer llamacpp llm

google-research/scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

Category
dev tools
Stars
3,820
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

attention computer-vision deep-learning jax research transformers

fnnx-ai/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

Category
dev tools
Stars
3,530
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chatgpt deep-learning llm machine-learning scikit-learn transformers

kha-white/manga-ocr

Optical character recognition for Japanese text, with the main focus being Japanese manga

Category
dev tools
Stars
2,738
Readiness
ready (77/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +9 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

comics computer-vision deep-learning japanese manga ocr

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

Category
dev tools
Stars
2,329
Readiness
ready (79/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +14 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

attention-mechanism deep-learning educational from-scratch gpt language-model

InternLM/lagent

A lightweight framework for building LLM-based agents

Category
dev tools
Stars
2,274
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent gpt llm transformers

lucidrains/alphafold3-pytorch

Implementation of Alphafold 3 from Google Deepmind in Pytorch

Category
dev tools
Stars
1,686
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion protein-structure-prediction transformers

combust/mleap

MLeap: Deploy ML Pipelines to Production

Category
dev tools
Stars
1,540
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

data-pipelines python scala scikit-learn spark tensorflow

lucidrains/transfusion-pytorch

Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI

Category
dev tools
Stars
1,390
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention deep-learning flow-matching multi-modal transformers

PrunaAI/pruna

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

Category
dev tools
Stars
1,266
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai computer-vision deep-learning diffusers diffusion-models hacktoberfest

NVIDIA/kvpress

LLM KV cache compression made easy

Category
dev tools
Stars
1,161
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +8 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

inference kv-cache kv-cache-compression large-language-models llm long-context

TinyLLaVA/TinyLLaVA_Factory

A Framework of Small-scale Large Multimodal Models

Category
dev tools
Stars
1,001
Readiness
ready (81/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

large-multimodal-models llama llava nlp tinyllama transformers

alephpi/Texo

A minimalist SOTA LaTeX OCR model with only 20M parameters, running in browser. Full training pipeline available for self-reproduction. | 超轻量SOTA LaTeX公式识别模型，仅20M参数量，可在浏览器中运行。训练全流程代码开源，以便自学复现。

Category
dev tools
Stars
880
Readiness
needs review (64/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

computer-vision deep-learning distillation-model formula formulanet hydra

VinAIResearch/PhoBERT

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Category
dev tools
Stars
797
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert bert-embeddings deep-learning fairseq language-models named-entity-recognition

Rizzo-AI-Academy/rizzo-pii

Local-first privacy guard: anonymize your documents before sharing with LLMs.

Category
dev tools
Stars
660
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +235 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anonymization gdpr italian legal-tech llm local-first

tue-mps/eomt

[CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).

Category
dev tools
Stars
615
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

eomt image-segmentation instance-segmentation panoptic-segmentation segmentation transformers

huggingface/optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Category
dev tools
Stars
611
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

asr diffusers llm omni openvino openvino-genai

kyegomez/zeta

Build high-performance AI models with modular building blocks

Category
dev tools
Stars
599
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

attention-mechanism attention-model chatgpt ffns llms lucidrains

OliBomby/Mapperatorinator

An AI framework for generating and modding osu! beatmaps for all gamemodes from spectrogram inputs.

Category
dev tools
Stars
548
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

beatmap-creator classifier diffusion generative-ai modding osugame

SearchSavior/OpenArc

Inference engine for Intel devices. Serve LLMs, VLMs, Whisper, Kokoro-TTS, Embedding and Rerank models over OpenAI endpoints.

Category
dev tools
Stars
497
Readiness
ready (76/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +5 stars in 7 days; 16 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, contributor breadth, issue load. Risks: no pull-request review responses in 30 days. Missing inputs: None.

agentic-ai fastapi inference-engine openvino-genai openvino-toolkit optimum-intel

kyegomez/MultiModalMamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

Category
dev tools
Stars
474
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
watch
Maintenance risk
0/100 · high confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: release recency.

ai artificial-intelligence attention-mechanism machine-learning mamba ml

sb-ai-lab/RePlay

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

Category
dev tools
Stars
409
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

algorithms collaborative-filtering deep-learning distributed-computing evaluation machine-learning

facebookresearch/LayerSkip

Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024

Category
dev tools
Stars
377
Readiness
ready (73/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

early-exit layer-drop llm optimization speculative-decoding transformers

Nicolepcx/transformers-the-definitive-guide

This is the official repository for the book Transformers - The Definitive Guide

Category
dev tools
Stars
345
Readiness
ready (99/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

audio-analysis image-classification llms optimization-methods reinforcement-learning reinforcement-learning-agent

lucidrains/clinical-calculator-tooluse

Explorations into training LLMs to use clinical calculators from patient history, using open sourced models. Will start with Wells' Criteria

Category
dev tools
Stars
316
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanisms clinical-calculators deep-learning medicine transformers

galilai-group/stable-pretraining

Reliable, minimal and scalable library for pretraining foundation and world models

Category
dev tools
Stars
299
Readiness
ready (81/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

computer-vision computer-vision-algorithms contrastive-learning deep-learning distributed foundation-models

data-privacy-stack/presidio-research

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or

Category
dev tools
Stars
299
Readiness
ready (98/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning flair machine-learning named-entity-recognition natural-language-processing ner

CVHub520/X-AnyLabeling-Server

A Simple, Lightweight, and Extensible Serving Framework for X-AnyLabeling

Category
dev tools
Stars
295
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

annotation-tool clip computer-vision deep-learning grounding-dino image-classification

IntelLabs/causality-lab

Causal discovery algorithms and tools for implementing new ones

Category
dev tools
Stars
253
Readiness
ready (84/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

causal-discovery causal-reasoning causality-algorithms constraint-based-causality explainable-ai transformers

ninjahawk/Subtext

To know what models don't say out loud.

Category
dev tools
Stars
232
Readiness
ready (74/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

interpretability llm mechanistic-interpretability pytorch qwen transformers

kyegomez/LFM

An open source implementation of LFMs from Liquid AI: Liquid Foundation Models

Category
dev tools
Stars
228
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai genai liquid llms ssm

Extraltodeus/J-Wash

Jacobian-Brainwash : A manual alignment tool for large language models built on Anthropic's Jacobian Lens. Results are exportable.

Category
dev tools
Stars
211
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +8 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

abliteration ai anthropic artificial-intelligence huggingface interpretability

kanishkamisra/minicons

Utility for behavioral and representational analyses of Language Models

Category
dev tools
Stars
193
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

language-model natural-language-processing nlp transformers

amusi/CVPR2026-Papers-with-Code

CVPR 2026 论文和开源项目合集

Category
dev tools
Stars
22,778
Readiness
high risk (29/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
risky
Maintenance risk
59/100 · high confidence

Why: +4 stars in 7 days

Why it may be a gem: open issue backlog is stable or shrinking

Strongest signals: issue load, documentation. Risks: no push in 152 days, 29 open issues with no maintainer issue responses in 30 days, no pull-request review responses in 30 days, no maintainer response activity in 30 days. Missing inputs: release recency.

computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023

NielsRogge/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

Category
dev tools
Stars
11,741
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +55 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert gpt-2 layoutlm pytorch transformers vision-transformer

EleutherAI/gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

Category
dev tools
Stars
8,268
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 1624 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

gpt gpt-2 gpt-3 language-model transformers

jessevig/bertviz

BertViz: Visualize Attention in Transformer Models

Category
dev tools
Stars
8,148
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 211 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert gpt2 machine-learning natural-language-processing neural-network nlp

EleutherAI/gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

Category
dev tools
Stars
7,451
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deepspeed-library gpt-3 language-model transformers

argosopentech/argos-translate

Open-source offline translation library written in Python

Category
dev tools
Stars
6,342
Readiness
needs review (65/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +16 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

language-models linux machine-translation nlp open-source python

OFA-Sys/Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Category
dev tools
Stars
5,986
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
21/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 129 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chinese clip computer-vision contrastive-loss coreml-models deep-learning

amazon-science/chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

Category
dev tools
Stars
5,686
Readiness
needs review (70/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +17 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence forecasting foundation-models huggingface huggingface-transformers large-language-models

huggingface/alignment-handbook

Robust recipes to align language models with human and AI preferences

Category
dev tools
Stars
5,657
Readiness
needs review (49/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

llm rlhf transformers

imoneoi/openchat

OpenChat: Advancing Open-source Language Models with Imperfect Data

Category
dev tools
Stars
5,486
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 693 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

large-language-models open-source transformers

cmhungsteve/Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Category
dev tools
Stars
5,050
Readiness
high risk (42/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 738 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

attention-mechanism attention-mechanisms awesome-list computer-vision deep-learning detr

cvg/LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Category
dev tools
Stars
4,702
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
28/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 170 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning image-matching pose-estimation transformers

bentrevett/pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Category
dev tools
Stars
4,612
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 863 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis

CLUEbenchmark/CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Category
dev tools
Stars
4,277
Readiness
high risk (43/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 182 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

albert benchmark bert chinese chineseglue corpus

ThilinaRajapakse/simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Category
dev tools
Stars
4,253
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

conversational-ai information-retrival named-entity-recognition question-answering text-classification transformers

IDEA-CCNL/Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

Category
dev tools
Stars
4,125
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

aigc chinese-nlp distributed-training multimodal pretrained-models pytorch

huggingface/course

The Hugging Face course on Transformers

Category
dev tools
Stars
4,112
Readiness
ready (75/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +13 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning hacktoberfest nlp transformers

yuanzhoulvpi2017/zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

Category
dev tools
Stars
3,831
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 367 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert chatglm-6b clip gpt gpt2 huggingface-transformers

christianversloot/machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Category
dev tools
Stars
3,694
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 770 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

albert bert clustering convolutional-neural-networks dbscan deep-learning

xenova/whisper-web

ML-powered speech recognition directly in your browser

Category
dev tools
Stars
3,340
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +5 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 675 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

javascript transformers whisper

VainF/Torch-Pruning

[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

Category
dev tools
Stars
3,339
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +7 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 334 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

efficient-deep-learning llm model-compression pruning transformers vision

lucidrains/musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

Category
dev tools
Stars
3,298
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1066 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanisms deep-learning music-synthesis transformers

lucasjinreal/yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

Category
dev tools
Stars
3,107
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 993 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

detection detextron2 detr face instance-segmentation object-detection

qingsongedu/time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Category
dev tools
Stars
2,996
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 729 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

anomalydetection awesome classification deep-learning forecasting machine-learning

isl-org/ZoeDepth

Metric depth estimation from a single image

Category
dev tools
Stars
2,843
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 459 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

adaptive-bins deep-learning depth-estimation metric-depth-estimation monocular-depth-estimation neural-networks

lucidrains/audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

Category
dev tools
Stars
2,626
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 572 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanisms audio-synthesis deep-learning transformers

HarderThenHarder/transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

Category
dev tools
Stars
2,421
Readiness
needs review (45/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1043 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

information-extraction nlp reinforcement-learning text-classification text-generation text-matching

salesforce/TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Category
dev tools
Stars
2,279
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +4 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai automated-machine-learning automl dsl einstein estimators

Alpha-VLLM/Lumina-T2X

Lumina-T2X is a unified framework for Text to Any Modality Generation

Category
dev tools
Stars
2,249
Readiness
needs review (51/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 537 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

aigc diffusion diffusion-model diffusion-models diffusion-transformer generation-models

NVlabs/MambaVision

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Category
dev tools
Stars
2,215
Readiness
high risk (44/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
25/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 149 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning foundation-models huggingface-transformers hybrid-models image-classification instance-segmentation

lucidrains/reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

Category
dev tools
Stars
2,191
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1143 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanism machine-learning pytorch transformers

alibaba/EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Category
dev tools
Stars
2,182
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 618 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning

ai-forever/ru-gpts

Russian GPT3 models.

Category
dev tools
Stars
2,087
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 1334 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning gpt3 language-model russian russian-language transformers

huggingface/transformers.js-examples

A collection of 🤗 Transformers.js demos and example applications

Category
dev tools
Stars
2,079
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
29/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: no push in 171 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

transformers transformersjs

lucidrains/toolformer-pytorch

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

Category
dev tools
Stars
2,062
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 746 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

api-calling artificial-intelligence attention-mechanisms deep-learning transformers

alibaba/EasyCV

An all-in-one toolkit for computer vision

Category
dev tools
Stars
1,953
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 455 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

classification computer-vision object-detection pytorch self-supervised-learning transformers

appvision-ai/fast-bert

Super easy library for BERT based NLP models

Category
dev tools
Stars
1,918
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 718 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert fast-bert fastai transformers

marella/ctransformers

Python bindings for the Transformer models implemented in C/C++ using GGML library.

Category
dev tools
Stars
1,885
Readiness
needs review (50/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 922 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ctransformers llm transformers

jsksxs360/How-to-use-Transformers

Transformers 库快速入门教程

Category
dev tools
Stars
1,885
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
27/100 · low confidence

Why: +2 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 164 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert classification natural-language-processing ner nlp prompt

potamides/DeTikZify

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ.

Category
dev tools
Stars
1,809
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 184 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

draw graph huggingface inverse-graphics latex llama

lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。

Category
dev tools
Stars
1,764
Readiness
needs review (60/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 545 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agentic-ai bert deep-learning ernie event-driven

microsoft/mup

maximal update parametrization (µP)

Category
dev tools
Stars
1,749
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +4 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 751 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning machine-learning mup mutransfer python pytorch

NVIDIA/Cosmos-Tokenizer

A suite of image and video neural tokenizers

Category
dev tools
Stars
1,732
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, license. Risks: repository is archived, no push in 542 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

diffusion tokenization transformers

nyu-mll/jiant

jiant is an nlp toolkit

Category
dev tools
Stars
1,674
Readiness
needs review (58/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 1128 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert multitask-learning nlp sentence-representation transfer-learning transformers

invictus717/MetaTransformer

Meta-Transformer for Unified Multimodal Learning

Category
dev tools
Stars
1,648
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 976 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence computer-vision foundationmodel machine-learning multimedia multimodal

time-series-foundation-models/lag-llama

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Category
dev tools
Stars
1,596
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 427 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

forecasting foundation-models lag-llama llama time-series time-series-forecasting

autonomousvision/transfuser

[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

Category
dev tools
Stars
1,591
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 292 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

autonomous-driving imitation-learning sensor-fusion transformers

SalesforceAIResearch/uni2ts

Unified Training of Universal Time Series Forecasting Transformers

Category
dev tools
Stars
1,567
Readiness
needs review (55/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +6 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning forecasting machine-learning pre-trained-models pre-training representation-learning

cevek/ttypescript

Over TypeScript tool to use custom transformers in the tsconfig.json

Category
dev tools
Stars
1,535
Readiness
high risk (36/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 1141 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

custom-transformer transformer-typescript transformers typescript

elicit/machine-learning-list

A curriculum for learning about foundation models, from scratch to the frontier

Category
dev tools
Stars
1,464
Readiness
high risk (39/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +6 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence language-model machine-learning transformers

cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Category
dev tools
Stars
1,417
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1073 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

captum computer-vision deep-learning explainable-ai interpretability machine-learning

SKTBrain/KoBERT

Korean BERT pre-trained cased (KoBERT)

Category
dev tools
Stars
1,414
Readiness
needs review (62/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, fork interest, documentation. Risks: no push in 419 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bert korean-nlp language-model nlp pytorch transformers

lucidrains/self-rewarding-lm-pytorch

Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI

Category
dev tools
Stars
1,412
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 849 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence beyond-human-data deep-learning self-rewarding transformers

hiyouga/FastEdit

🩹Editing large language models within 10 seconds⚡

Category
dev tools
Stars
1,369
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1090 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

bloom chatbots chatgpt falcon gpt large-language-models

huggingface/finetrainers

Scalable and memory-optimized training of diffusion models

Category
dev tools
Stars
1,358
Readiness
needs review (54/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +3 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai art artificial-intelligence diffusers diffusion diffusion-models

Tongjilibo/bert4torch

An elegent pytorch implement of transformers

Category
dev tools
Stars
1,328
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

belle bert bert4keras bert4torch chatglm large-language-models

fahadshamshad/awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

Category
dev tools
Stars
1,294
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
0/100 · low confidence

Why: +3 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

awesome-list brain-tumor-segmentation brats2021 clinical-report covid-19 deep-neural-networks

hyperonym/basaran

Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

Category
dev tools
Stars
1,283
Readiness
high risk (0/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
100/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: repository is archived, no push in 926 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

generative gpt huggingface language-model llama llm

lucidrains/flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

Category
dev tools
Stars
1,269
Readiness
needs review (52/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: +2 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1389 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanism deep-learning transformers visual-question-answering

The-AI-Summer/self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

Category
dev tools
Stars
1,214
Readiness
needs review (56/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 1788 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention attention-mechanism deep-learning machine-learning machine-learning-algorithms

lucidrains/CoCa-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

Category
dev tools
Stars
1,196
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
30/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: no push in 969 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

artificial-intelligence attention-mechanism contrastive-learning deep-learning image-to-text multimodal

dreddnafious/thereisnospoon

A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems.

Category
dev tools
Stars
1,184
Readiness
needs review (53/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
risky
Maintenance risk
0/100 · low confidence

Why: +26 stars in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation, license. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

deep-learning engineering fundamentals machine-learning neural-networks primer

existential-birds/beagle

Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, R

Category
dev tools
Stars
75
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills ai-agents ai-coding-assistant anthropic claude-code claude-code-plugin

johnxie/awesome-code-docs

203 deep-dive tutorials for AI agents, LLM frameworks, coding tools, MCP, and open-source developer platforms

Category
dev tools
Stars
61
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agents ai-coding-assistant ai-tutorial awesome-list awesome-lists bolt-diy

jbexta/AgentPilot

A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.

Category
dev tools
Stars
563
Readiness
needs review (48/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
watch
Maintenance risk
19/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: issue load, documentation. Risks: no push in 115 days. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agi ai artificial-intelligence claude copilot

Dong90/oh-my-taiyiforge

AI workflow automation plugin for intelligent code generation with Claude/Codex

Category
dev tools
Stars
1,012
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai automation claude code-generation codex developer-tools

cortex-tms/cortex-tms

The Universal AI-Optimized Project Boilerplate. A Tiered Memory System (TMS) designed to maximize AI agent performance. Includes an interactive CLI tool and a high-signal documentation standard.

Category
dev tools
Stars
181
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal dev tools project

Why it may be a gem: healthy maintenance and project fundamentals; strong signals despite limited visibility

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai anthropic architecture best-practices claude-code cli