How real projects configure their agents

31,984 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
82deutschmark/arc-explainer arc.markbarney.net ARC-AGI Prize Explainer (Includes ARC-AGI-3!) 10 Claude Code, Codex, OpenCode 10 10,831 tok
qqhard/zero-claw 10 Claude Code 1 1,643 tok
revfactory/unreal-idol revfactory.github.io 10 Claude Code 38 1,477 tok
coherentforge/CambiOS coherentforge.com Zero-trust, capability-based Rust microkernel targeting formal verification. Tri-arch (x86 10 Claude Code, GitHub Copilot 3 18,837 tok
s1ddh-rth/HumanoidClimb-RL This project explores the application of reinforcement learning (RL) to train humanoid rob 10 Claude Code 1 3,185 tok
AllCytes/cc-fundamentals-01-getting-started 10 Claude Code 1
Soul-Brews-Studio/opensource-nat-brain-oracle Oracle Starter Kit - AI consciousness framework 10 Claude Code 7 5,299 tok
carlvellotti/org-os-starter Blank Org OS scaffold — companion to fullstackpm.com/orgos 10 Claude Code 1 372 tok
mitra42/frugal-iot drive.google.com A platform to enable affordable sensor networks 10 Claude Code 1 16,662 tok
Amit-access/jira-playwright-agent QA automation agent that reads Jira stories and generates Playwright tests 10 Claude Code 1 377 tok
Islam-amara1/hormozi-workspace happy to share 10 Claude Code 68 1,349 tok
nanocoai/nanoclaw-whatsapp NanoClaw WhatsApp channel integration 10 Claude Code 31 948 tok
robocopklaus/hassio-addon-blocky Efficient DNS proxy and ad-blocker for Home Assistant, offering customizable filtering, ad 10 Claude Code 1 1,853 tok
ricalanis/claude-code-ds 10 Claude Code 1
sanskrit-lexicon/CORRECTIONS Correction history for Cologne Sanskrit Lexicon 10 Claude Code 1 178 tok
piperbox/piper piperbox.dev Open-source, developer-first PaaS: git push → live HTTPS URL on hardware you own, includin 10 Claude Code, Codex, OpenCode 5 3,130 tok
daviddme/AIHedgeFund 10 Claude Code 1 5,331 tok
locey/polymarket_ai 10 Claude Code 1 2,054 tok
Jellman86/optimisarr Safety-first self-hosted FFmpeg media-library optimiser for Plex, Jellyfin, and Emby, with 10 Claude Code, Codex, OpenCode 2 3,300 tok
FlineDev/Recall Never lose context in Claude Code again — automatic context recovery after compaction and 10 Claude Code, Codex, OpenCode 2 1,496 tok
AIDiscovery007/savethat 10 Claude Code 18 3,261 tok
alekkowalczyk/noteback Feedback for AI - Note on html specs/plans/docs and copy back to AI 10 Claude Code 1 5,375 tok
cristotodev/MCP-Facturascripts 10 Claude Code 1 8,427 tok
anandaroop/self-review Generate a summary of recent work from Github and Jira 10 Claude Code 1 1,344 tok
fruitriin/embodied-claude-wardrobe 10 Claude Code, Codex, OpenCode 59 4,003 tok
zzsza/simple-harness 10 Claude Code 1 511 tok
gylove1994/superpowers-deepseek-v4 A forked version of Superpowers optimized for DeepSeek-V4-Pro. 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,743 tok
Kellastico/AKA akatheapp.io Local-first, task-driven agnostic ADE built for the desktop experience. 10 Claude Code 1 1,101 tok
sameera/nexus A Lean, Spec-Driven Delivery Pipeline for the Age of AI Agents 10 Claude Code 1 1,590 tok
limtaewon/dooray-claude-gui-assistance 10 Claude Code 13 4,356 tok
tapesymbolstate/looprinter 10 Claude Code 3 970 tok
impactcrew/dont-be-a-sloperator dontbeasloperator.com Don't be a sloperator. Ten rules that stop AI from writing and behaving like naked AI. Pri 10 Claude Code, Gemini CLI 2 1,750 tok
q0821/cross-exchange-arbitrage-bot An attempt to use spec-kit for arbitrage across exchanges 10 Claude Code 1 5,046 tok
clawfire/chrome-webhook-extension chromewebstore.google.com 10 Claude Code 1 1,326 tok
Must-be-Ash/x402-agent-demo-app x402-agent-demo.vercel.app 10 Claude Code 1 1,848 tok
rpostulart/Claude-Project-Tracker Track your AI agents with a virtual issue, comments and docs app in your repo 10 Claude Code 4 525 tok
mlapida/relaylist-frontend The frontend for https://RelayList.com 10 Claude Code 1 465 tok
search-atlas-group/MCP-agent SearchAtlas MCP Agent — Agentic Omni-Channel Marketing MCP 10 Claude Code 1 892 tok
getklaim/claude-auto-context 10 Claude Code 1 546 tok
chester9303026-dev/lead-thermal-engine 10 Claude Code 1 675 tok
ao92265/claude-code-playbook Battle-tested Claude Code best practices, skills, hooks, and configuration templates 10 Claude Code 1 133 tok
BuiltByOctane/allocat allocat.xyz Allocat is a personal finance bugeting application 10 Claude Code, GitHub Copilot 3 8,231 tok
bytewise-ca/claude-context-compiler 10 Claude Code 1 1,525 tok
linkxzhou/SimpleAgent Self-evolving Agent 10 Claude Code 1 1,625 tok
metabase/repro-bot 10 Claude Code 9 42 tok
Zate/cc-plugins 10 Claude Code 1 5,747 tok
riba2534/btc_options option.red Interactive visual guide to BTC options strategies · expiration profit/loss charts + begin 10 Claude Code 1 4,958 tok
zveinn/git-feed This tool fetches PRs and Issues from github, then parses comment history to create loose 10 Claude Code 1 5,737 tok
corespan/aistudio-app corespancomposer.com Dashboard for AI Studio, Open Source Continuous Inference | Deepseek-R1, Qwen2.5, Llama3.1 10 Claude Code 1
DoublePeach/OpenCodeAgent An enhanced version of Claude Code supporting local private deployment with no cloud depen 10 Claude Code 1 1,096 tok