How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
2389-research/fresh-eyes-review 2389.ai Mandatory final sanity check before commits/PRs - catches security vulnerabilities, logic 6 Claude Code 1 814 tok
Charan-place/ASTra-MCP ast-ra-mcp.vercel.app MCP server giving Claude Code, Cursor & Codex permanent AST code memory. 98.9% token reduc 6 Claude Code 1 —
krugerrgabriel/claude-sessions-manager Pick up any Claude Code conversation right where you left off. No re-explaining the projec 6 Claude Code 1 928 tok
markc/aitxt aitxt.ing ai.txt is a universal standard for describing any resource - websites, projects, folders, 6 Claude Code 2 449 tok
LeahyCC/kungfu-kanban kungfu-kanban.com Local-first kanban board where Claude Code agents work your cards — dependency chains with 6 Claude Code 1 1,246 tok
pinecone-io/rings pinecone.io Loop Claude Code through builder/reviewer/test cycles until a completion signal fires. Cos 6 Claude Code 36 1,259 tok
OmniPass-world/clan-world clan-world.com On-chain Game as an Arena for LLM Agent Swarm Orchestration Testing 6 Claude Code, Codex, OpenCode 4 2,446 tok
kimlawtech/korean-domain-agent speciai.kr Korean domain-specific LLM agent kit — six-mode automatic classification, citation guard f 6 Claude Code 1 3,266 tok
donald-ada/workinggenius Work doesn't fail at random — it fails at whichever genius got skipped. The Six Working Ge 6 Claude Code 3 6,053 tok
UrsushoribilisMusic/agentic-fleet-hub bigbearengineering.com Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat sc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,045 tok
duanecilliers/atelier duanecilliers.github.io A software factory where AI agents propose and deterministic code disposes. A Python ADW e 6 Claude Code, Codex, OpenCode 3 5,316 tok
xonovex/platform Execution context manager for AI coding agents. Sandbox isolation, model provider routing, 6 Claude Code, Codex, OpenCode 2 1,295 tok
mataeil/OODA-loop Autonomous operations layer for Claude Code — opens small reviewable PRs for your live sid 6 Claude Code 1 313 tok
AstroQore/auspex Watch every AI coding agent running on your Mac — Claude Code, Codex, Cursor, Grok Build, 6 Claude Code, Codex, OpenCode 2 4,264 tok
gg-mo/second-thought-agent-skill A critique-first agent skill that challenges every decision before execution—catching flaw 6 Claude Code, Codex, Gemini CLI, OpenCode 3 49 tok
smartwatermelon/claude-wrapper Secure wrapper for Claude Code CLI: git identity isolation, 1Password secrets injection, m 6 Claude Code 1 4,174 tok
TheStreamCode/super-cli marketplace.visualstudio.com Launch Claude Code, Codex, Copilot CLI and more than 30 coding agents from one native VS C 6 Claude Code, Codex, OpenCode 2 4,193 tok
mr-kelly/skills mr-kelly.github.io Agent Skills by mr-kelly 6 Claude Code, Codex, OpenCode 2 1,856 tok
hannsxpeter/godpowers Ship fast. Ship right. Ship everything. Ship accountably. AI-powered dev system: slash com 6 Claude Code, Codex, OpenCode 2 263 tok
pantoum-spfx/pantoum pantoum-spfx.github.io SPFx upgrade automation with deterministic patches and AI-assisted error recovery 6 Claude Code 7 6,800 tok
zzusp/doc-first-dev Agent Skills for doc-first delivery — one living spec per module, decisions logged separat 6 Claude Code 1 316 tok
JordanCoin/ios-skills-collection 200+ iOS/Swift/Xcode agent skills from 28 authors with phase-aware routing. Claude Code pl 6 Claude Code, Codex, OpenCode 2 498 tok
martinmsaavedra/kanbaii Visual cockpit for Claude Code. Plan visually, track progress, let AI execute. Same engine 6 Claude Code 1 632 tok
blackpaw-studio/leo leo.blackpaw.studio Supervisor and scheduler for coding agents (Claude Code, Codex, opencode): persistent tmux 6 Claude Code, Codex, OpenCode 4 1,910 tok
bguthrie/prospero A dialectical pipeline for blog-post writing: interrogate, critique, author, revise. 6 Claude Code 1 1,565 tok
zigrivers/scaffold A TypeScript CLI that assembles AI-powered prompts at runtime to guide you from "I have an 6 Claude Code, Codex, OpenCode 4 10,103 tok
aarora79/claude-code-usage-analyzer Comprehensive cost & token usage analyzer for Claude Code with detailed breakdowns by mode 6 Claude Code 3 2,771 tok
jarrodwatts/scuttlepay scuttlepay.com A bank account for AI agents. Give your AI agent its own wallet with spending controls — n 6 Claude Code 1 1,066 tok
EfeAydinalp/vibe-council A local multi-model council for developer workflows: review plans, critique diffs, extract 6 Claude Code 1 1,725 tok
osisdie/claude-code-channels Connect Claude Code to messaging platforms (Telegram, Discord, Slack, LINE, WhatsApp) for 6 Claude Code 3 —
hooyao/vortex-funnel-gen AI-driven design optimization of a 3D-printable anti-glugging vortex funnel. Automates the 6 Claude Code 2 2,116 tok
trongnguyenbinh/zalo-bot-mcp MCP channel server for the Zalo Bot API. Talk to your Claude Code session from Zalo, with 6 Claude Code 8 —
gapmiss/claude-sessions An Obsidian plugin for viewing Claude Code sessions. Browse, search, analyze, and export y 6 Claude Code 1 1,458 tok
tylerbutler/claude-cleaner A tool to remove Claude artifacts from Git repositories. 6 Claude Code 1 2,067 tok
nikuscs/lauyer ⚖️ Fast CLI for searching Portuguese court jurisprudence (DGSI) and legislation (Diário da 6 Claude Code 1 1,055 tok
jamditis/audiobash audiobash.app Voice-controlled terminal for developers. Speak commands, execute instantly. 6 Claude Code 18 2,450 tok
ohm41321/luciazero ohm41321.github.io Luciazero — make coding agents prove their work. Verification-first discipline for Claude 6 Claude Code, Codex, OpenCode 2 1,965 tok
Sandeeprdy1729/timps timps-website.vercel.app The AI memory layer with 17 intelligence tools — catches contradictions, predicts burnout, 6 Claude Code, Codex, OpenCode 2 25,011 tok
abensrhir/ai-cdo-office cdaio.abensrhir.com Your virtual Chief Data & AI Office : 22 Claude agents, 20 slash commands, 10 playbooks. I 6 Claude Code 1 2,407 tok
tlemmons/junto-memory Persistent shared memory and coordination MCP server for multi-agent AI workflows. The mem 6 Claude Code 1 3,879 tok
Eduardo-Salvador/Agent-Harness-Kit pypi.org An installable harness for Codex and Claude Code that gives coding agents durable context, 6 Claude Code, Codex, OpenCode 17 5,808 tok
efeumutaslan/SAP-SKILLS 23 SAP development skills for Claude Code — ABAP, RAP, CAP, Fiori, BTP, HANA, S/4HANA, Int 6 Claude Code 1 221 tok
lmanchu/iris-system 🧠 AI Personal Assistant System built with Claude Code - Complete documentation of the M 6 Claude Code 7 —
ANONIMO432HZ/OmniBrain-AI-Proxy-Smart 🧠 Smart routing AI proxy for multi-provider LLM inference. Supports OpenRouter, Groq, Cer 6 Claude Code, Codex 8 762 tok
sebyx07/claude-code-bible Proven patterns for structuring any project so Claude Code operates at maximum autonomy — 6 Claude Code 3 858 tok
Podbay-Cloud/podbay podbay.cloud Give an agent a computer, on your own metal — self-hostable persistent workspaces for codi 6 Claude Code, Codex, OpenCode 11 467 tok
ssi02014/nestjs-cookbook Learn NestJS chapter by chapter 📖 6 Claude Code 1 3,364 tok
Stealthy-McStealth/self-evolve Make your Claude Code agent work like a real harness (Hermes). Self-evolving skills + drif 6 Claude Code 1 282 tok
okhsunrog/claude-proxy-rs OpenAI-compatible proxy for Claude Pro/Max - use with Cline, Roo Code, Kilo Code 6 Claude Code 1 1,776 tok
dean0x/autobeat dean0x.github.io Autonomous coding agent orchestration. Give it a goal, walk away, come back to finished wo 6 Claude Code 1 5,031 tok