How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
zrong/skills AI Agent Skills collection 13 Claude Code, Codex, Gemini CLI, OpenCode 3 2,299 tok
senda-labs/DQIII8 Works for you. Go outside and live. — AI orchestrator that auto-routes tasks to the cheape 13 Claude Code, Codex 58 1,324 tok
dwarvesf/dwarves-kit The control plane for proof-based Claude Code SDLC, built for production teams. Agent loop 13 Claude Code, Codex, OpenCode 2 6,419 tok
Sowiedu/Edict A programming language designed for AI agents. No parser, no syntax — agents produce AST d 13 Claude Code, Codex, OpenCode 5 1,175 tok
joohw/clovapi clovapi.com Built-in local proxy for easy Agent API management — open-source CLI and desktop app that 13 Codex, OpenCode 1 795 tok
koljaschoepe/scientific-writing Deine wissenschaftliche Arbeit mit Claude Code: Thema, Recherche, Exposé, Schreiben, Prüfe 13 Claude Code, Codex, OpenCode 23 1,286 tok
Zeus-Deus/codemux codemux.org The Agentic Development Environment You Need. 13 Claude Code, Codex, OpenCode 2 396 tok
deeflect/dory dory.deeflect.com One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/M 13 Claude Code, Codex, OpenCode 2 1,697 tok
Anasss/qa-orchestra qa-orchestra.com AI-powered QA orchestration for Claude Code. 10 agents, from diff analysis to bug reports. 13 Claude Code, Codex, OpenCode 2 2,297 tok
diagrid-labs/dapr-skills diagrid.io A set of AI skills to speed up the creation of Dapr applications that use Workflow, Pub/Su 13 Claude Code, Codex, OpenCode 3 9,131 tok
Kromatic-Innovation/athenaeum kromatic.com Open source knowledge management pipeline — passive recall, append-only intake, tiered com 13 Claude Code, Codex, OpenCode 2 1,823 tok
tykisgod/quick-question The control plane for game-dev agents — close the loop with verified compile, test, and cr 13 Claude Code, Codex, OpenCode 4 4,659 tok
nemori-ai/cc-master Turn any Code Harness session into a long-horizon master orchestrator — pick the right dyn 13 Claude Code, Codex, OpenCode 11 31,873 tok
jpantsjoha/ai-native-developer-experience jpantsjoha.com Team operating model for hybrid human+AI delivery: one shared, drift-checked contract for 13 Claude Code, Codex, Gemini CLI, OpenCode 3 819 tok
zas/mcp-musicbrainz An MCP (Model Context Protocol) server that provides tools for querying the MusicBrainz mu 13 Codex, OpenCode 1 747 tok
luisgf/infrabroker luisgf.github.io Infrastructure access broker for AI agents — SSH & Kubernetes. Per-operation ephemeral cre 13 Claude Code, Codex 7 —
Be1zebub/PerfGraph npmjs.com CDP-powered perf CLI: goes beyond Lighthouse scores, builds causal degradation graphs. Tel 13 Codex, OpenCode 1 1,070 tok
NERVsystems/cotlib cotlib is a secure, high-performance Go library for parsing, validating, and generating Cu 13 Claude Code, Codex, OpenCode 2 1,170 tok
sh1nj1/plan42 collavre.com Workspace for humans and AI agents. Every block is a doc, a task, a discussion, and agent 13 Codex, OpenCode 1 549 tok
OATH-md/OathMCP mcp.oath.md Agent-native MCP server for evidence-backed clinical calculators. 13 Codex, OpenCode 2 1,920 tok
xcrft/mastermind Local-first repository context for coding agents: codegraph, cited project knowledge, chan 13 Codex, OpenCode 1 282 tok
agentis-tools/ctx docs.agentis.tools 🧠 ctx is a queryable world model of a codebase, built to ground and govern the language m 13 Claude Code, Codex, OpenCode 2 881 tok
Threat-Vector-Security/guardian-agent Local workstation and network security with ContextCypher diagrams, threat analysis and GR 13 Claude Code, Codex, Gemini CLI, OpenCode 3 1,991 tok
haha2345/awesome-wow-335-dev Bilingual, Agent-readable development knowledge base for WoW 3.3.5a and AzerothCore 13 Codex, OpenCode 1 783 tok
robertcrowe/Spec4 spec4.ai A local, open-source tool that turns a rough idea, or a change to an existing codebase, in 13 Claude Code, Codex, OpenCode 2 1,456 tok
wildcat-finance/skills get in loser, we're building god 13 Claude Code, Codex, OpenCode 3 5,982 tok
IvanMurzak/Unity-AI-Cinemachine ai-game.dev MCP Tools for Unity Cinemachine — author and edit virtual cameras with AI. 13 Codex, OpenCode 1 1,145 tok
grapeot/tavily-skill Agent-oriented Tavily search and extract CLI with stable JSON output 13 Codex, OpenCode 1 350 tok
beerandcodeteam/worthly-api 13 Claude Code, Codex, Gemini CLI, OpenCode 14 10,763 tok
vercel-labs/ds-skill-extraction-workshop 13 Claude Code, Codex, OpenCode 6 539 tok
houtini-ai/google-knowledge-graph-mcp houtini.com MCP server for Google's free public Knowledge Graph Search API - search for structured ent 13 Codex, OpenCode 1 876 tok
YUANGEGE1234/awesome-prompts-skill A curated collection of AI prompts as a skill for Claude Code and OpenAI Codex 13 Codex, OpenCode 1 365 tok
CES-Ltd/TitanClip ces-ltd.github.io AI Company Orchestration Platform — Deploy governed teams of autonomous AI agents with Run 13 Codex, OpenCode 1 216 tok
fcori47/dios-ia-hermes-local 13 Claude Code, Codex, OpenCode 2 3,541 tok
hwpx-builder/hwpx-builder 13 Codex, Gemini CLI, OpenCode 2 1,480 tok
therohitdas/slkcli Slack CLI for macOS, so your agents can read and send messages 💬 13 Claude Code, Codex, OpenCode 2 1,745 tok
anantjain-xyz/symphony-rust An autonomous engineering team for your Linear project. Symphony is a desktop app that wat 13 Claude Code, Codex 8 —
hamelsmu/website-to-api Claude Code plugin for reverse-engineering website APIs using Chrome browser automation 13 Codex, OpenCode 1 176 tok
swnotmetal/Project-Koma Lightweight, agent-friendly AI security toolkit for Node.js & TypeScript. Check if your ag 13 Codex, Cursor, OpenCode 2 996 tok
benthamite/dotfiles My configuration files for Emacs, Karabiner, macOS, AI agents, and more. 13 Claude Code, Codex 9 —
srpadrono/Pathfinder AI-agent skill that maps user journeys, visualizes test coverage with Mermaid diagrams, an 13 Codex, OpenCode 1 811 tok
elastic/ai-github-actions elastic.github.io 13 Claude Code, Codex, OpenCode 2 232 tok
a-attia/scicomp-research-skills Agent skills + workflow templates for scientific-computing research (papers and software). 13 Codex, OpenCode 1 8,584 tok
johnakande/AI-Humanizer-Skill Humanize AI text. Bypass detection. Get natural, human-sounding content instantly. 13 Claude Code, Codex, OpenCode 1 1,090 tok
linhnguyen-gt/Routiform npmjs.com 13 Codex, OpenCode 1 2,858 tok
truth0530/mcp-server-ios-shortcuts 13 Codex, OpenCode 1 1,395 tok
PADAS/er-server OpenSource ER Server aka DAS 13 Codex, OpenCode 1 992 tok
max-lee-dev/local-lmcanvas 13 Claude Code, Codex, OpenCode 2 547 tok
ss44/sathi.ai An AI plugin for Dank Material Shell 13 Codex, OpenCode 1 132 tok
styrene-lab/lipstyk Anti-AI-slop code analysis — detects machine-generated code patterns across Rust, TS/JS, P 13 Codex, OpenCode 1 1,432 tok