How real projects configure their agents

22,145 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
simonsysun/seeklink SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX rerank 11 Claude Code, Codex, OpenCode 2 1,709 tok
Rodriguespn/improve-skills-workshop-aie-europe 11 Claude Code, Codex, OpenCode 4 61 tok
porcupine-md/jonggrang jonggrang.dev AI agents write code fast. Too fast. Jonggrang makes sure they don't make a mess while doi 11 Claude Code, Codex, OpenCode 2 2,112 tok
marc0der/ralph 11 Claude Code, Codex, OpenCode 2 4,608 tok
MuduiClaw/ClawKing ClawKing 🦞 — A polished, ready-to-use OpenClaw edition that brings AI out of the chat win 11 Codex, OpenCode 1 2,114 tok
LuiggiVal08/toon-memory luiggival08.github.io MCP server giving AI coding agents offline, token-efficient persistent memory — recall dec 11 Codex, OpenCode 1 666 tok
Automattic/radical-pipelines automattic.github.io Set of tools to orchestrate autonomous development pipelines 11 Claude Code, Codex, OpenCode 2 1,004 tok
weibaohui/ntd AI-powered task engine 11 Claude Code, Codex, OpenCode 2 6,330 tok
oxidian/cc-plugins oxidian.com Plugins to keep claude code on the rails. 11 Claude Code, Codex, OpenCode 3 686 tok
sundl123/miniclaw 🦞🦀 Your tiny coding claw. Learn to build an AI coding agent from scratch—small, simple, 11 Codex, OpenCode 1 1,169 tok
PeterHdd/agent-skills 9 super-powered AI agent skills for Claude Code and Codex 11 Claude Code, Codex, OpenCode 2 659 tok
irihitech/eureka-skills Skills for IRIHI products 11 Codex, OpenCode 1 105 tok
AlexSkrypnyk/scaffold getscaffold.dev 🪜 Generic project scaffold template 11 Claude Code, Codex, OpenCode 3 2,631 tok
ybz21/Roam 11 Claude Code, Codex, OpenCode 2 3,172 tok
Nebryx/sui-dev-skill Claude Code skill for modern sui development 11 Codex, OpenCode 1 619 tok
MiguelsPizza/skills Opinionated agent skills for maintainable TypeScript 11 Codex, OpenCode 1 917 tok
Sungmin-Cho/skill-legal-kr A Korean law and case law lawyer skill (Claude Code project skill) 11 Claude Code, Codex, OpenCode 4 1,817 tok
vercel-labs/ds-skill-extraction-workshop 11 Claude Code, Codex, OpenCode 6 539 tok
bodangren/git-workflow Spec-Driven Git Workflow plugin for Claude Code - Comprehensive development workflow with 11 Codex, OpenCode 1 761 tok
lirantal/mcp-server-nodejs-api-docs MCP Server for Node.js API documentation 11 Codex, OpenCode 1 357 tok
dfirtnt/Huntable-CTI-Studio dfirtnt.wordpress.com Huntable CTI Studio is an AI-assisted cyber threat intelligence workbench that turns open- 11 Claude Code, Codex, Cursor, OpenCode 32 4,338 tok
kucherenko/petropowers AI skills framework for petroleum engineering workflows, built on Superpowers foundation. 11 Claude Code, Codex, Gemini CLI, OpenCode 3 1,347 tok
berkeleybop/bbop-skills Best practices for BBOP group repos, intended for coding agents and humans 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 251 tok
YUANGEGE1234/awesome-prompts-skill A curated collection of AI prompts as a skill for Claude Code and OpenAI Codex 11 Codex, OpenCode 1 365 tok
leadpoet/leadpoet subnet71.com Open-source Bittensor subnet for a global AI agent competition in sales intelligence 11 Claude Code, Codex, OpenCode 2 16,696 tok
fredabila/orcbot orcbot.buzzchat.site A self-improving AI agent that learns from failures, builds its own skills, and runs on Te 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,645 tok
atomicstrata/atomicmemory-python docs.atomicstrata.ai Open-source AtomicMemory Python SDK 11 Claude Code, Codex, Gemini CLI, OpenCode 3 2,486 tok
yungookim/n.codes n.codes Let users generate features with prompts in your app 11 Claude Code, Codex, OpenCode 2 1,506 tok
johnnichev/selectools selectools.dev Production-ready Python framework for AI agents with built-in guardrails, audit logging, c 11 Claude Code, Codex, OpenCode 16 2,924 tok
dep/agent-rules Centralize your agent instructions, commands, skills, and handle symlinking. 11 Claude Code, Codex, OpenCode 20 1,301 tok
kabde/seo-skills SEO Blogger Toolkit pour Claude Code - 15 skills pour WordPress : audit, redaction, public 11 Claude Code, Codex, OpenCode 2 2,364 tok
juspay/skills Various useful skills for development 11 Codex, OpenCode 1 171 tok
m0n0x41d/claude-code-fpf 11 Codex, OpenCode 1 1,616 tok
vanrayliu/openallin 11 Codex, OpenCode 1 1,524 tok
DeepLink-org/probing Dynamic Performance Profiler for Distributed AI 11 Codex, OpenCode 1 3,615 tok
aaronjmars/aeon-agent t.me Public agent automation of aeon 11 Claude Code, Codex, OpenCode 3 8,095 tok
tushaarmehtaa/tushar-skills tushar-skills.vercel.app Claude Code skills for AI products: deploy checks, model audits, unit economics, changelog 11 Codex, OpenCode 1 132 tok
fcori47/dios-ia-hermes-local 11 Claude Code, Codex, OpenCode 2 3,541 tok
LeonardoTrapani/better-skills better-skills.dev Your agents second brain through skill graphs 11 Claude Code, Codex, OpenCode 11 562 tok
faidd/faidd faidd.org FAIDD is a sovereign security framework designed to govern, audit, and secure the interact 11 Claude Code, Codex, OpenCode 5 1,058 tok
nshkrdotcom/agent_session_manager Agent Session Manager - A comprehensive Elixir library for managing AI agent sessions, sta 11 Claude Code, Codex, OpenCode 2 693 tok
shinpr/ai-business-planner AI-assisted business planning in Cursor. Create market research, business plans, PRDs, pro 11 Claude Code, Codex, Cursor, OpenCode 9 765 tok
hubzoid/hubzoid 11 Codex, OpenCode 1 1,465 tok
TheBous/thebous-os 11 Codex, OpenCode 1 1,197 tok
onixhdz/cartograph onixhdz.github.io Cartograph: Map any codebase into a knowledge graph, trace dependencies, measure impact, a 11 Claude Code, Codex, OpenCode 3 1,039 tok
dedene/raindrop-cli A command-line interface for Raindrop.io bookmark management. 11 Claude Code, Codex, OpenCode 3 607 tok
yammaku/cross-agent-skills-template 11 Claude Code, Codex, OpenCode 2 3,183 tok
teimurjan/lethe pypi.org A memory store for LLM agents. Hybrid BM25 + dense retrieval, cross-encoder reranking, clu 11 Codex, OpenCode 1 2,330 tok
aws-samples/sample-lark-mcp-on-agentcore A hosted remote-MCP service that lets AI agents operate Feishu/Lark, reusing lark-cli's 20 11 Claude Code, Codex, OpenCode 2 1,848 tok
huangpufan/SSOT-SKILL Lifecycle skills for durable, verifiable, cross-agent repository memory. 11 Codex, OpenCode 1 1,398 tok