How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
firecrawl/firecrawl-workflows 158 Codex, OpenCode 1 266 tok
workos/case 158 Claude Code, Codex, OpenCode 2 1,407 tok
themanyone/voice_typing State-of-the-art offline (or networked) voice typing everywhere + text terminals (Linux or 157 Codex, OpenCode 1 1,007 tok
21-DOT-DEV/swift-secp256k1 21.dev Swift cryptography library for Bitcoin and Nostr. ECDSA, Schnorr, ECDH, and zero-knowledge 157 Codex, OpenCode 1 921 tok
cihologramas/pyoptools Python tools for optical design 157 Codex, OpenCode 1 1,171 tok
besoeasy/yantr yantr.org A self-hosted app store that runs alongside your OS — not instead of it. 157 Codex, OpenCode 1 1,419 tok
bkerler/ida_rpc IDA Pro RPC for assisted RE-tasks 157 Codex, OpenCode 1 3,889 tok
angristan/fast-resume stanislas.blog Find that one coding agent session you want to get back to! 157 Codex, OpenCode 1 624 tok
jwynia/agent-skills 157 Claude Code, Codex, OpenCode 17 5,497 tok
oliver-zehentleitner/keep-the-why keepthewhy.com Project memory for coding agents and humans: the reasoning behind a codebase as Markdown i 157 Codex, OpenCode 1 239 tok
engasnm111/lnwjud lnwjud — local AI-agent runtime & MCP gateway 157 Claude Code, Codex, OpenCode 8 1,409 tok
pony-maggie/code_minions 156 Codex, OpenCode 1 1,489 tok
raullenchai/vnsh vnsh.dev One workspace all your AI agents can read and write. Encrypted client-side, model-agnostic 156 Claude Code, Codex, OpenCode 2 867 tok
aahl/skills skills.sh AAHL's Agent Skills. A collection of practical agent skills covering Home Assistant smart 156 Claude Code, Codex, OpenCode 2 8 tok
Paresh-Maheshwari/morphe-ai Morphe's AI-powered Android APK patching workspace — multi-agent pipeline for APK analysis 156 Codex, Kiro, OpenCode 14 1,643 tok
UiPath/skills This is a repository of skills for interfacing UiPath capabilities to external developers. 156 Claude Code, Codex, OpenCode 3 2,058 tok
dealfluence/adeu adeu.ai docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits 156 Codex, Gemini CLI, OpenCode 5 2,916 tok
serradura/okf okfgem.com OKF (Open Knowledge Format): Durable, structured memory for AI agents. Author, validate, c 156 Claude Code, Codex, OpenCode 1 1,848 tok
brycewang-stanford/Auto-Research-Skills A curated hub of autonomous-research skills & agents — from idea to paper, on autopilot. 156 Codex, OpenCode 1 513 tok
tangosdev/sm64ds-decomp From-scratch, byte-matching decompilation of Super Mario 64 DS (sm64ds decomp) into C, wit 156 Claude Code, Codex, OpenCode 5 1,681 tok
Hector-xue/IvyeaOps A self-hosted operations workspace for Amazon sellers — AI agents, market research, advert 156 Claude Code, Codex, OpenCode 2 1,464 tok
amirfish1/claude-command-center ccc.amirfish.ai Manage and orchestrate your Claude Code, Codex, Cursor, Antigravity, Kimi, Grok, Devin, Dr 156 Claude Code, Codex, OpenCode 4 10,717 tok
Nwflower/dsh-chat-import npmjs.com Import 14+ external agent chat histories (Claude Code, Codex, ChatGPT, Cursor, Gemini, Rea 156 Codex, OpenCode 1 1,612 tok
chris-schra/mcp-funnel Finally, a proxy that does what grep does for logs - filters out the noise. Stop carrying 156 Claude Code, Codex, OpenCode 2 637 tok
CAPHTECH/kiri 155 Claude Code, Codex, OpenCode 2 7,763 tok
azalio/map-framework Plan-then-build AI coding for Claude Code & Codex CLI — you approve the plan before the mo 155 Claude Code, Codex, OpenCode 43 1,605 tok
payloadcms/skills Payload Skills to assist AI agents 155 Claude Code, Codex, OpenCode 2 732 tok
crabbuild/compass compass.crab.build Native, local-first knowledge graph engine for code and project artifacts—inspired by Grap 155 Codex, OpenCode 1 3,115 tok
mweinbach/agent-coworker Terminal-first coworker agent (Bun + OpenTUI) 155 Claude Code, Codex, Gemini CLI, OpenCode 15 2,055 tok
shenjianan97/persistent-agent-runtime Persistent runtime for long-running AI agent tasks with durable checkpoints, lease-based w 154 Claude Code, Codex, OpenCode 2 5,027 tok
ZeroPointSix/empathize-with-others 154 Claude Code, Codex, OpenCode 2 2,659 tok
weihong-su/miniQMT miniQMT for Arthur 154 Claude Code, Codex, OpenCode 2 13,281 tok
zeke/agents.md My global instructions for AI agents like OpenCode 154 Codex, OpenCode 1 2,455 tok
Jamailar/OPG opg.ceo Shared backend services for multiple apps, enabling one person to use AI to manage multipl 154 Codex, OpenCode 1 446 tok
patlux/pi-commandcode-provider pi.dev pi custom provider for the Command Code API — 18 models including Claude, GPT, DeepSeek, K 154 Claude Code, Codex, OpenCode 3 105 tok
mtarcure/claude-vibe-squad Multi-model AI orchestration where behaviour is Markdown, not code. One coordinator routes 154 Claude Code, Codex, Gemini CLI, OpenCode 68 1,848 tok
Open-Document-Alliance/PDF-Tools opendocuments.ai Fill, sign, merge, split, and extract PDFs from Claude Desktop and other MCP hosts. Maint 153 Claude Code, Codex, OpenCode 2 10,744 tok
devin-lai/onnx2coreml Convert ONNX models to Apple Core ML (.mlpackage / .mlmodel) with numerical-parity verific 153 Codex, OpenCode 1 831 tok
paulpreibisch/AgentVibes 🎭 TTS for Claude Code 153 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,431 tok
rix1337/Quasarr Quasarr connects JDownloader with Radarr, Sonarr, Lidarr and Magazarr. It also decrypts li 153 Claude Code, Codex, OpenCode 2 2,890 tok
sheawinkler/ContextLattice contextlattice.io The local-first intelligence layer that gives AI agents durable continuity, explainable re 153 Codex, OpenCode 1 687 tok
Austin1serb/agents-md serbyte.net AGENTS.md patterns for context engineering in coding agents: safer command output, token e 153 Codex, OpenCode 1 1,013 tok
stephnangue/warden wardengateway.com The secure gateway connecting AI agents to enterprise systems. 153 Codex, OpenCode 1 1,063 tok
hwfengcs/DM-Code-Agent Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus 153 Codex, OpenCode 1 1,264 tok
Invaro/opentax-engine opentax.invaro.ai The deterministic tax engine for AI agents. Highest score ever recorded on TaxCalcBench (9 153 Codex, OpenCode 1 1,808 tok
ifiokjr/monopi ifiokjr.github.io One-click setup for pi-coding-agent — extensions, themes, prompts, skills, and ant-colony 153 Codex, OpenCode 1 2,253 tok
xbfighting/tdx2db Quickly obtain an A-share quantitative database containing daily and various minute-level 153 Claude Code, Codex, OpenCode 3 3,993 tok
hugodemenez/deltalytix deltalytix.app Trading journal with AI agents and dashboard with statistics 153 Codex, OpenCode 1 2,679 tok
YosefHayim/ebay-mcp npmjs.com Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and 153 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,633 tok
shaharia-lab/slackcli slackcli.dev Slack CLI for humans and AI agents. Read, send, search and reply across one or many Slack 153 Claude Code, Codex, OpenCode 4 2,921 tok