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
PrithviSeran/hunch-mcp tryhunch.ca Drive your Mac focus-free over MCP: OS APIs, AppleScript, CDP, and Accessibility 21 Claude Code, Codex, OpenCode 2 5,325 tok
windoze95/cantinarr cantinarr.com Self-hosted and self-healing discovery, media requests, and *arr stack management through 21 Claude Code, Codex, OpenCode 2 5,601 tok
siberiacancode/agent-skills skills.sh 🤖 ai skills 21 Claude Code, Codex, OpenCode 2 771 tok
DamonZS/PE-reverse-skill A general-purpose cross-platform reverse-engineering tool covering active Web intrusion, W 21 Codex, OpenCode 1 4,421 tok
shuguang1994/project-blueprint Make any project AI-agent-ready in one command. Adaptive tech stack detection (7 languages 21 Codex, OpenCode 1 4,505 tok
playcanvas/skills developer.playcanvas.com Reusable skills for AI coding agents working with PlayCanvas products 21 Claude Code, Codex, OpenCode 2 329 tok
CWNU-Open-Source-Community/DeepSeekMeter macOS menu bar app that monitors your DeepSeek account balance & token usage in real time 21 Codex, OpenCode 1 3,490 tok
shinshin86/vrm-expression-agent-harness 21 Codex, OpenCode 1 447 tok
Luqueee/kivgraph kivgraph.dev A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, b 21 Claude Code, Codex, OpenCode 10 10,057 tok
s-hiraoku/vscode-sidebar-terminal 21 Claude Code, Codex, OpenCode 70 5,896 tok
bekker/qvopenapi-rs Rust wrapper for the QV Open API provided by NH Investment & Securities 21 Codex, OpenCode 1 874 tok
nirholas/g1t nirholas.github.io 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 770 tok
elvisdragonmao/emtech emtech.cc Mao Ge EM tech, design, and furry secrets 21 Codex, OpenCode 1 457 tok
thepartly/pgroles thepartly.github.io Declarative PostgreSQL role graph manager. Define roles, memberships, object privileges, a 21 Codex, OpenCode 1 2,552 tok
Faizalimam990/Startup_builder_pro startup-builder-pro-website.vercel.app AI-powered skill that turns product ideas or existing repositories into secure, tested, pr 20 Claude Code, Codex, OpenCode 2 515 tok
xmtp/example-notification-server-go Example push notification server, written in Golang 20 Claude Code, Codex, OpenCode 2 973 tok
AlirezaKeshavarz83/fix-quera 20 Codex, OpenCode 1 1,338 tok
aliramw/lalaclaw lalaclaw.ai A better way to co-create with OpenClaw. 20 Codex, OpenCode 1 7,505 tok
grainulation/wheat wheat.grainulation.com Structured research sprints for AI coding agents. Claims, conflicts, compilation. 20 Codex, OpenCode 1 162 tok
ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero 20 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 5,305 tok
mocasus/paleo 🦴 paleo — token-saving skills for LLM agents: compress output, trim context, cap budget ( 20 Claude Code, Codex, Gemini CLI, OpenCode 3 699 tok
arezous/pm-pilot AI copilot for product managers. Built for Claude Code and Cursor. 20 Claude Code, Codex, OpenCode 2 2,216 tok
2ykwang/cview Local viewer for Claude Code sessions with search, timeline, and export. 20 Claude Code, Codex, OpenCode 4 657 tok
ConnorGriffin/skills Portable coding-agent skills for UI mockups, browser verification, Codebase Memory, and is 20 Claude Code, Codex, OpenCode 2 736 tok
hydroCoderClaud/cc-desktop hdupdate.myseek.fun Hydro Desktop — A native desktop workspace for Claude Code, with project-based agents, Not 20 Claude Code, Codex, OpenCode 3 4,603 tok
royashbrook/hush royashbrook.com a secret store for ai agents with one rule: the agent never sees the plaintext. get a secr 20 Codex, OpenCode 1 410 tok
mshahiddigital/agentic-local-seo-audit mshahid.com Complete 21-phase local business SEO audit plugin for Claude Code — 24 skills, 36 commands 20 Claude Code, Codex, OpenCode 3 9,429 tok
lh17708357536-gif/flutter-cn-overseas-app-skills China and overseas dual-market Flutter+NestJS multi-platform App development Agent Skills: 20 Codex, OpenCode 1 943 tok
PyModel/pythinker-cli pythinker.com Think first, then code. Where Claude Code and Codex jump straight to writing, this stays r 20 Claude Code, Codex, OpenCode 4 9,255 tok
sethdeckard/atria TUI for managing multiple AI coding agents in terminal tabs and panes. 20 Claude Code, Codex, OpenCode 2 4,706 tok
frankbria/codeframe Think → Build → Prove → Ship. The project delivery system that turns ideas into verified, 20 Claude Code, Codex, OpenCode 17 12,133 tok
bostonaholic/rpikit bostonaholic.github.io A Claude Code plugin implementing the Research-Plan-Implement (RPI) framework for discipli 20 Claude Code, Codex, OpenCode 2 960 tok
moshehbenavraham/apex-spec-system youtu.be Specification-driven workflow system for AI-assisted development - break large projects in 20 Claude Code, Codex, Gemini CLI, OpenCode 3 198 tok
stefanoginella/aicontainer npmjs.com Sandboxed devcontainer for running Claude Code, Codex, and OpenCode in bypass / auto-appro 20 Claude Code, Codex, OpenCode 2 12,508 tok
GeoloeG-IsT/agents-reverse-engineer Reverse engineer your codebase to let your agents work efficiently 20 Claude Code, Codex, OpenCode 55 4,982 tok
static-var/build-brief bb.staticvar.dev Reduce noisy Gradle output into concise build briefs 20 Codex, OpenCode 1 396 tok
product-on-purpose/pm-skills-mcp MCP server exposing 40 PM skills + 11 workflows + 8 utility tools (59 tools) via Model Con 20 Claude Code, Codex, OpenCode 2 1,591 tok
andre-simplifica/oracle-apex-ai-skills Vibe coding for Oracle APEX 24.2. Stop hand-building pages; let AI agents inspect, generat 20 Codex, OpenCode 1 556 tok
eliasstravik/skills Nine eval-built agent workflows for planning, implementation, copy, and repository work. 20 Claude Code, Codex, OpenCode 2 1,146 tok
pantheraudits/move-auditor pantheraudits.com Skill for move smart contract security auditing. 20 Claude Code, Codex, OpenCode 2 1,607 tok
Sendmux/skills Agent skills for Sendmux 20 Claude Code, Codex, OpenCode 2 411 tok
izzzzzi/agent-assh SSH workflow helper for LLM agents 20 Codex, GitHub Copilot, OpenCode 2 1,483 tok
MySetsuna/ridge mysetsuna.github.io Split-screen terminal workspace — split panes, embedded editor, Git graph, Claude Code age 20 Claude Code, Codex, OpenCode 2 378 tok
NERDSORG/Mutsumi Multi-Agents VSCode Extension that Focuses on the Full Control of Context, Observability a 20 Codex, OpenCode 1 5,722 tok
coalesce-labs/catalyst Token-efficient Claude Code workspace with parallel agents and persistent memory. Research 20 Claude Code, Codex, OpenCode 2 7,714 tok
olgasafonova/mediawiki-mcp-server MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants 20 Claude Code, Codex, OpenCode 2 435 tok
ameshkov/mcp-compress-router Compress all connected MCP into a single router MCP and save up to 99% on tokens 20 Codex, OpenCode 1 5,011 tok
Alenryuichi/openmemory-plus 🧠 AI Agent Memory Management Framework - Dual-layer memory architecture with smart classi 20 Codex, OpenCode 1 1,017 tok
iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear 20 Claude Code, Codex, OpenCode 4 11,134 tok
gmaynez/debugssy marketplace.visualstudio.com AI debugger for VS Code 20 Codex, OpenCode 1 2,473 tok