How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
XiaoYiWeio/deepsafe-scan Universal preflight security scanner for AI coding agents — Detects hooks injection, crede 76 Claude Code, Codex, Cursor, OpenCode 3 1,625 tok
Second-Inc/second docs.second.so The factory for custom internal software, purpose-built for human2agent work. 76 Claude Code, Codex, OpenCode 2 2,623 tok
utensils/claudette utensils.io Claude's missing better half — a companion tool for Claude Code usage. 76 Claude Code, Codex, GitHub Copilot, OpenCode 13 9,986 tok
tomascupr/sous-chef Claude orchestrates and reviews; Sonnet, Codex, GLM, or Grok implements. A Claude Code plu 76 Claude Code, Codex, OpenCode 2 563 tok
9thLevelSoftware/legion Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → revie 76 Claude Code, Codex, OpenCode 2 7,747 tok
mapbox/mapbox-agent-skills 76 Codex, OpenCode 1 823 tok
netresearch/agent-rules-skill Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Cod 76 Claude Code, Codex, OpenCode 2 682 tok
ericgandrade/claude-superskills 18 Universal AI Skills for Claude Code, GitHub Copilot & 6 more platforms. Meta/orchestrat 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,395 tok
Jovancoding/Network-AI network-ai.org Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,541 tok
Apra-Labs/apra-fleet AI agents that write code, review each other's work, and coordinate across your machines 76 Claude Code, Codex, OpenCode 11 5,940 tok
mykpono/ultimate-seo-geo lab.mykpono.com The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI searc 76 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 8,324 tok
MikkoParkkola/trvl mikkoparkkola.github.io Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price 76 Claude Code, Codex, OpenCode 3 12,959 tok
arthjean/paneflow paneflow.dev Cross-platform GPUI app for parallel coding agents. 76 Claude Code, Codex, OpenCode 2 3,236 tok
levi-qiao/longgraph-skill Long-horizon agent skill for Claude Code / Cursor / Codex / Grok Build — multi-task ledger 76 Claude Code, Codex, OpenCode 2 1,614 tok
lamost423/dsh-maze npmjs.com DeepSeek Harness's execution maze — see how Agents really work: maze timeline · data track 76 Codex, OpenCode 1 469 tok
discourse/discourse-mcp MCP client for Discourse sites 76 Codex, OpenCode 1 1,809 tok
AMD-AGI/Apex Agents, and RL environment, for optimizing GPU kernels on AMD ROCm using LLM agents. Bench 76 Claude Code, Codex, OpenCode 2 19,966 tok
migratorywhale/stackchan-mcp Give your AI a body. MCP bridge for Stack-chan (M5Stack CoreS3) — speak, listen, see, move 76 Codex, OpenCode 1 1,775 tok
nyaomaru/is-kit is-kit.dev Build small guards. Compose them. Lightweight, zero-dependency TypeScript type guards for 76 Codex, OpenCode 1 2,345 tok
holger1411/astrodeck astrodeck.dev 75 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 27 10,121 tok
0FL01/Oxide-Agent Another Agentic Framework 75 Codex, OpenCode 1 3,928 tok
assaio/assaio assaio.dev Is your AI coding spend delivering? Offline-first analytics for Claude Code, Codex CLI, Ge 75 Claude Code, Codex, OpenCode 13 2,973 tok
picoaide/picoaide picoaide.com Enterprise AI PaaS management platform — Docker-based container lifecycle management, unif 75 Claude Code, Codex, OpenCode 9 8,656 tok
luojiahai/code-by-wire codebywire.com Pilot coding agents (Claude Code, Codex) and monitor their telemetry from one cockpit. 75 Claude Code, Codex, OpenCode 3 1,077 tok
entropy-cloud/attractor-guided-engineering-template A best-practices template for AI-assisted development at scale. It turns your repository i 75 Codex, OpenCode 1 2,830 tok
linmy666/madcop Your desktop AI partner that actually knows you. It watches the files you edit and the com 75 Codex, OpenCode 1 4,515 tok
vitaecontext/vitaecontext vitaecontext.github.io Give your AI agents grounded, reusable career context. 75 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,238 tok
AndreiNicu/World-Forge A repository for agentic world building to roleplay in. A world seed template is used for 75 Claude Code, Codex, OpenCode 2 26,351 tok
sudowealth/schwab-mcp Schwab MCP server that enables AI assistants like Claude to retrieve and interact with you 75 Codex, OpenCode 1 69 tok
timzaak/web-dev-skills Turns PRD -> Design -> Task -> Development -> Acceptance -> Release into a reusable workfl 75 Claude Code, Codex, OpenCode 1 1,191 tok
respawn-llc/kent kent.sh Agentic Coding platform for Professional SWE work focusing on output quality. Self-review, 75 Claude Code, Codex, OpenCode 2 3,967 tok
mengrru/Spherse spherse.mengru.work Build your own world with AI agents inside Spherse 75 Claude Code, Codex, OpenCode 7 2,912 tok
gtapps/claude-code-hermit Turn Claude Code into a 24/7 Agent 74 Claude Code, Codex, OpenCode 4 3,868 tok
manta-ide/manta getmanta.ai 74 Codex, OpenCode 1 585 tok
bigdevsoon/100-days-of-code bigdevsoon.me 100 Days of Code | Daily Challenges | Beautifully Crafted Designs | Created for Full-stack 74 Codex, OpenCode 1 737 tok
layr-hq/layr A modular UX, design, and product optimisation system for turning AI-built interfaces into 74 Claude Code, Codex, OpenCode 2 351 tok
idoforgod/Sermon-Assistant-AgenticWorkflow Sermon assistant AI agent workflow — based on AgenticWorkflow DNA 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 56 28,475 tok
somnus0x/agt-skill-pack 74 Claude Code, Codex, OpenCode 2 981 tok
oculus-samples/Unity-AppSpaceWarp Application SpaceWarp showcase demonstrating how developers can generate only every other 74 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,063 tok
iammm0/secbot secbot.site AI-powered authorized security testing workspace. Maintained on the release branch (NestJS 74 Claude Code, Codex, OpenCode 2 3,065 tok
smolcars/hunk A GPUI based diff viewer and Codex orchestrator for vibe engineering 74 Claude Code, Codex, OpenCode 8 1,393 tok
baldaworks/callee Markdown-defined provider-backed agents and deterministic workflows for ACP runtimes. 74 Codex, OpenCode 2 355 tok
oprogramadorreal/optimus-claude Primes your project for peak Claude Code performance 74 Claude Code, Codex, OpenCode 4 79 tok
wibus-wee/cradle-app cradle.wibus.ren 🔧 One layer above your AI tools. Your AI coding tools are brilliant. Managing them is a m 74 Claude Code, Codex, OpenCode 18 1,656 tok
GulajavaMinistudio/awesome-copilot-id gulajavaministudio.github.io A curated collection of custom agents, skills, rules, and prompts for GitHub Copilot, Goog 74 Codex, OpenCode 1 8,338 tok
rookslog/zlibrary-mcp npmjs.com MCP server for Z-Library: search, download, and process books into RAG-ready text for AI a 74 Claude Code, Codex, OpenCode 2 3,729 tok
imran-siddique/agent-os imransiddique.com [DEPRECATED] Moved to microsoft/agent-governance-toolkit 74 Codex, OpenCode 1 779 tok
digitarald/mcp-apps-playground 74 Claude Code, Codex, OpenCode 2 67 tok
LIDR-academy/lidr-specboot This repository contains a comprehensive set of development rules, standards, and AI agent 73 Claude Code, Codex, Gemini CLI, OpenCode 6 18 tok
haoaaa-111/taoketong 🎓 Class schedule parsing · Attendance prediction · Skipping-class plans · Feedback-based 73 Claude Code, Codex, OpenCode 2 673 tok