How real projects configure their agents

23,196 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
zapgun-ai/clawback clawback.md Tokenmaxxing Gateway for Claude Code 5 Claude Code, Codex, OpenCode 2 6 tok
mathpluscode/bibtools bib.tools A bibliography toolkit for LaTeX, built as agent skills. 5 Claude Code, Codex, OpenCode 2 709 tok
droxer/Synapse An open-source AI agent platform that does the work for you. 5 Claude Code, Codex, OpenCode 2 1,312 tok
baldaworks/promptkitty npmjs.com PromptKit workflows for coding agents, the command line, and Go — agent skills plus determ 5 Codex, OpenCode 1 1,407 tok
lanseqingling/lantern An open-source comics workspace for individual comic creators, supporting story and asset 5 Codex, OpenCode 1 2,060 tok
soia-team/soia-open-skills SOIA Skill ecosystem portal: authoritative specifications, Skill directory, and cross-repo 5 Codex, OpenCode 1 839 tok
recallnet/codecontext Force agents to read critical context left by other agents, enforced by linting and freshn 5 Claude Code, Codex, OpenCode 5 2,003 tok
hookdeck/agent-skills hookdeck.com Agent Skills for working with Hookdeck products — Event Gateway (webhooks/events) and Outp 5 Claude Code, Codex, OpenCode 2 5,329 tok
markdavidgan/apple-dev-skills Apple platform development skills for Claude Code, Cursor, Kimi Code, Antigravity, Codex C 5 Claude Code, Codex, Gemini CLI, OpenCode 3 7,239 tok
hardiktiwari/PM-operating-OS An operating system for product managers — persistent product context, an on-demand skills 5 Codex, OpenCode 1 442 tok
TheSethRose/Vulnerability-Scanning sethrose.dev Local-first vulnerability and supply-chain scanning for agent runtimes. 5 Codex, OpenCode 1 978 tok
clix-so/skills docs.clix.so An open collection of agent skills for Clix. 5 Claude Code, Codex, OpenCode 2 437 tok
netresearch/matrix-skill Three Agentic Skills for Matrix: encrypted chat with a daemon that follows rooms live, Syn 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,744 tok
Noshkoto/Noshy Your agent has amnesia. Noshy fixes that. Persistent memory for AI agents — LLM extraction 5 Codex, OpenCode 1 771 tok
puristajs/harness purista.dev AI Harness build on top of typescript 5 Claude Code, Codex, OpenCode 2 694 tok
disruptionjoe/caret Caret^ cuts repeated agent instructions down to compact notation. Across our sample set, 5 Codex, OpenCode 1 458 tok
devoncarew/flutter-slipstream Live Flutter app introspection for coding agents. 5 Claude Code, Codex, OpenCode 3 415 tok
punt-labs/z-spec Creates, validates, and animates Z (and B) specifications from source and generates code f 5 Claude Code, Codex, OpenCode 3 4,648 tok
ryne2010/harness-engineering-audit Codex skill for evidence-linked repository harness audits, scored assessments, and priorit 5 Codex, OpenCode 1 288 tok
talesofai/okp cohub.live The context layer for AI agents — open, structured, searchable knowledge protocol (Domain 5 Codex, OpenCode 1 1,386 tok
Nitmi/baud-cli pypi.org Agent-friendly serial diagnostics and guarded hardware workflows 5 Codex, OpenCode 1 100 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
stefanoskarakasis/Product-Marketing-Skills stefanoskarakasis.substack.com PMM Skills Marketplace: 30+ agentic skills, commands, and plugins— from growth experiments 5 Claude Code, Codex, OpenCode 2 1,719 tok
EthanM2025/game-design-lenses 100 game design lenses applied to your design artifacts via Claude Code or Codex. Auto-pic 5 Codex, OpenCode 1 1,103 tok
sergeyklay/.agents My personal, curated set of artifacts for AI coding agents 5 Claude Code, Codex, OpenCode 5 903 tok
ahgraber/skills Agent skills 5 Claude Code, Codex, OpenCode 3 2,158 tok
frankxai/awesome-hermes-agent-skills agentskills.io Web-first Hermes skills index and safety gate: find SKILL.md packs before you install them 5 Codex, OpenCode 1 296 tok
TGPSKI/catnip pate.sh Capture, analyze, visualize, and retain GitHub repo metrics locally with stdlib-only Pytho 5 Codex, OpenCode 1 2,342 tok
ZuiTiti/Zuiti-Desktop Rather than being the smartest assistant, it aims to be the one that best understands emot 5 Codex, OpenCode 1 2,083 tok
zebbern/pocmap zebbern.github.io MCP-native CVE, PoC & exploit discovery toolkit (Metasploit, Nuclei, GitHub & more) 5 Claude Code, Codex, OpenCode 2 4,679 tok
Miguell-J/mcp-one MCP-one is a central server that connects multiple independent MCP servers and exposes a u 5 Codex, OpenCode 1 193 tok
criblio/ultra-jira-mcp MCP server for Jira Cloud - Full API access for AI models 5 Claude Code, Codex, OpenCode 5 2,007 tok
dongsheng123132/2origin 2origin.org Benxiang Protocol · One source, myriad projections: preserve the original form and project 5 Claude Code, Codex 4
hexxla/mosaic MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, sea 5 Claude Code, Codex, OpenCode 2 1,785 tok
sandraschi/ai-games-collection Web-based games collection with 100+ games and AI opponents 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,134 tok
bit2me-devs/bit2me-mcp mcp.bit2me.com Official MCP local server for Bit2Me digital assets platform 5 Codex, OpenCode 1 5,152 tok
bookedsolidtech/helixir npmjs.com MCP server that gives AI coding agents deep knowledge of any web component library — prope 5 Claude Code, Codex, OpenCode 35 1,572 tok
Bortlesboat/bitcoin-api Self-hostable Bitcoin fee intelligence API with optional MCP and x402 integrations. Former 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,843 tok
aetherwing-io/mish ohitsmish.com The LLM-native shell — five MCP tools for structured output, error diagnostics, and proces 5 Claude Code, Codex, OpenCode 2 1,715 tok
ANFAIA/ClimaSafe Early warning system for heat and cold risk. Predicts personalized thermal mortality risk 5 Claude Code, Codex, OpenCode 2 3,155 tok
ytvee-dev/webdev-agent-kit ytdev.me A cross-platform frontend kit for Codex, Claude Code, Cursor, OpenCode, etc. It helps AI c 5 Codex, OpenCode 1 1,414 tok
raultov/knot knot.kz High-performance Rust MCP server & CLI codebase indexer for AI agents. Unlocks deep codeba 5 Codex, OpenCode 1 5,663 tok
okforge/okforge-webui okforge.github.io LAN web UI + job runner for okforge knowledge bases: scanned PDF -> VLM OCR -> translated, 5 Codex, OpenCode 1 554 tok
tidyinfo/qmd A high-performance, private Markdown search engine with Hybrid Search (BM25 + Vector) and 5 Codex, OpenCode 1 1,522 tok
pblagoje/mcp-ollama-python pblagoje.github.io Ollama MCP Server, let's you chat with your local LLM running on your local OLLAMA server. 5 Claude Code, Codex, OpenCode 8 1,857 tok
Yinzhanqing/embodied-eval-automation A permission-aware Agent Skill for reproducible, auditable batch episode collection across 5 Codex, OpenCode 1 179 tok
baixianger/phantom-canvas Your Gemini web app as a service — turn the free Gemini web interface into a programmable 5 Codex, OpenCode 1 257 tok
senlindesign/coding-wrapped A local-first Coding Wrapped Skill for Claude Code and Codex. 5 Codex, OpenCode 1 315 tok
perhapsspy/project-legibility Keep long-running repository work coherent and easy to resume. 5 Codex, OpenCode 1 449 tok
colinwilliams91/gaitor-orchestrator-cli npmjs.com CLI for AIDDLC -- Scaffolded, parallelized, context aware agent runtime in seconds. 5 Codex, GitHub Copilot, OpenCode 6 4,548 tok