How real projects configure their agents

23,157 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
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
hifly81/bikescout hifly81.github.io AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and 20 Claude Code, Codex 10
izzzzzi/agent-assh SSH workflow helper for LLM agents 20 Codex, GitHub Copilot, OpenCode 2 1,483 tok
LastSearch-HQ/lastsearch lastsearch.ai Reliable research infrastructure for AI agents. Evidence-backed web search with citations, 20 Claude Code, Codex 2 2,732 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 5,439 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
mtbun/storeshots-mcp npmjs.com Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefi 20 Claude Code, Codex, OpenCode 2 1,337 tok
ginkida/rustyhand Agent OS in Rust — one binary, 37 agents, 26 LLM providers, 37 channels (Telegram/Discord/ 20 Codex, OpenCode 1 611 tok
pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with 20 Claude Code, Codex, OpenCode 2 5,174 tok
agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec 20 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,369 tok
openmaster-ai/clawmaster Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital pe 20 Claude Code, Codex, OpenCode 2 4,304 tok
simonrowland/goal-flight Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate c 20 Claude Code, Codex, OpenCode 2 2,010 tok