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
chess99/quant-strategies Investment research and strategy system 7 Codex, OpenCode 2 1,120 tok
bsene/skills 7 Claude Code, Codex, OpenCode 22 442 tok
AlexanderJ-Carter/MyCook cook.alexander.xin MyCook is a static website combining and organizing two excellent recipe projects: CookLik 7 Codex, Cursor, OpenCode 3 1,484 tok
Comfy-Org/github-workflows Shared reusable GitHub Actions workflows for Comfy-Org 7 Claude Code, Codex, OpenCode 2 3,304 tok
VectorJet/Mali-G77-MC9 Reverse-engineering notes and tools for ARM Mali-G77 MC9 GPU driver behavior. 7 Claude Code, Codex, OpenCode 5 496 tok
coyoteXujie/yxts-llm A Python rewrite of the Heroes of Jin Yong game, integrating NPCs with LLMs. Different act 7 Claude Code, Codex, OpenCode 2 1,082 tok
meerita/monorepo-nextjs-golang-rust-python-ai-rules Example of Agents rules for a project made with React, Rust, Golang, Python. 7 Claude Code, Codex, OpenCode 3 1,826 tok
shihyuho/opencode-command-inject Turn your project commands, loaded skills into ready-to-run OpenCode commands. 7 Claude Code, Codex, OpenCode 2 5,407 tok
msitarzewski/phase Phase is an open protocol for distributed computation: workloads are discovered, executed, 7 Claude Code, Codex, OpenCode 2 7,956 tok
ogerly/AAMS ogerly.github.io AAMS - Autonomous Agent Manifest Specification 7 Codex, OpenCode 1 723 tok
hgaddipati1118/slop-index The Slop Index: a benchmark ranking frontier LLMs by how much AI slop their writing contai 7 Claude Code, Codex, OpenCode 2 1,981 tok
unknowbug/anchorlaw Code verification protocol for vibe coding — every claim must have a verifiable practice a 7 Codex, OpenCode 1 2,142 tok
joanmarcriera/Home-office-automations ai.riera.co.uk Agent-maintained knowledge hub for a privacy-first home-office automation stack. Live at a 7 Claude Code, Codex, OpenCode 8 2,438 tok
andersonlemesc/Oryntra Open-source LLM agent platform for Chatwoot — Laravel 13 + Filament + Python/LangGraph 7 Claude Code, Codex, Gemini CLI, OpenCode 15 7,698 tok
JakubMikolajek/codex-skills-collection 7 Codex, OpenCode 1 4,512 tok
DuqueOM/ML-MLOps-Portfolio Production-grade MLOps platform: 3 end-to-end ML projects with CI/CD, Terraform (GCP GKE) 7 Claude Code, Codex, OpenCode 17 8,452 tok
LongLeo287/seosona-flow seosona-flow.vercel.app SEOSONA Flow — Chrome MV3 extension tự động hoá tạo ảnh/video AI (Google Flow, ChatGPT, Ge 7 Claude Code, Codex, OpenCode 21 284 tok
smyhlin/SimklExpoGter simkl.com Cross-platform Simkl backup/export app with GUI, CLI, TUI, scheduled backups, CSV/JSON exp 7 Codex, OpenCode 1 1,317 tok
lets-mica/mica-admin dreamlu.net A low-code administration backend based on the open-source mica toolkit, using Maven, Spri 7 Claude Code, Codex, OpenCode 5 5,742 tok
HsiangNianian/GlyphWeave glyphweave.hydroroll.team Infinite-canvas ASCII roguelike tilemap editor. Paint dungeons, weave glyphs. Multi-layer 7 Codex, OpenCode 1 3,543 tok
nshield-security/uae-regulations-registry nshield.io UAE cybersecurity & data-protection regulations — mandates, deadlines, regulators, primary 7 Codex, OpenCode 1 835 tok
diffplug/dormouse dormouse.sh Multitasking Terminal for Mice and Thumbs 7 Claude Code, Codex, OpenCode 7 7,327 tok
hakula139/nixos-config My Nix environment, including the agent harness with autonomous agents. 7 Claude Code, Codex, OpenCode 6 825 tok
justinfiore/video-censor-personal A Python-based system for performing personal censoring of video files based on video cont 7 Claude Code, Codex, OpenCode 15 649 tok
coding-ax/docvideoer Document-to-video skills for converting document URLs, web articles, Markdown, or pasted t 7 Claude Code, Codex, OpenCode 3 2,826 tok
pluggyai/agent-skills 7 Claude Code, Codex, OpenCode 2 1,066 tok
Minijinai75/character-card-creator minijinai75.github.io Tavern character card workshop — a SillyTavern character card/world book creation tool (st 7 Codex, OpenCode 1 794 tok
almond-bot/harness-studio harness.almond.bot AI native wire harness designer 7 Codex, OpenCode 1 263 tok
duoi/enhanced-bedjet 7 Codex, OpenCode 1 3,071 tok
fazalur076/Cortex Fast, offline-first codebase knowledge graph and MCP context engine for AI coding tools. 7 Codex, OpenCode 1 172 tok
lnenad/grafly A diagramming tool that is made in my vision 7 Codex, OpenCode 1 4,453 tok
aayushmau5/eva eva.aayushsahu.com Agent harness in Elixir 7 Codex, OpenCode 1 463 tok
avifenesh/tools harness - Agent tools (read, write, grep, glob, bash, webfetch, lsp, skill) with Rust and 7 Codex, OpenCode 1 2,011 tok
agentic-swe/agentic-swe agentic-swe.github.io Open-source governed pipeline for coding agents: state machine, human gates, and a reprodu 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,016 tok
pdone/jset A collection of personal Tampermonkey scripts 7 Codex, OpenCode 1 1,912 tok
obzenner/siffran 7 Claude Code, Codex 3 2,472 tok
spectra-g/scratch-tabs 7 Claude Code, Codex, OpenCode 2 1,210 tok
quaylabshq/browserops MCP server that drives your live Chrome with observation-verified actions and procedure me 7 Claude Code, Codex, OpenCode 2 4,730 tok
jain777/jobclaw-skills Open-source Claude Code skills that run your entire job hunt — search, fit scoring, tailor 7 Claude Code, Codex, OpenCode 2 1,899 tok
matomo-org/plugin-McpServer 7 Codex, OpenCode 1 2,885 tok
Roshan-RB/Autodesk_MCP Custom MCP server built for Autodesk Alias API Documentation 7 Claude Code, Codex, OpenCode 2 624 tok
scorbo2/mcp-light An extremely lightweight MCP server implementation for Java applications. 7 Codex, GitHub Copilot, OpenCode 2 1,386 tok
Branding5/social-media-image-sizes Free AI agent skills from Branding5 — social media image sizes, check & resize 7 Codex, OpenCode 1 4,369 tok
coderzzy/agent-fund-analysis-skill Agent Skill for fund analysis. 7 Codex, OpenCode 1 87 tok
kasperjunge/skills My agent skill library 7 Claude Code, Codex, OpenCode 2 3 tok
Action-Co/skills Agent skills that give AI coding agents the domain expertise to explore, query, and intera 7 Codex, OpenCode 1 416 tok
TridentCore/Trident.Net Declarative Minecraft instance and modpack toolchain (.NET core libraries + CLI + MCP Serv 7 Codex, OpenCode 1 801 tok
Airmail/airmail-mcp airmailapp.com Model Context Protocol (MCP) server for Airmail. Lets AI assistants manage emails, contact 7 Claude Code, Codex, OpenCode 2 1,399 tok
xiaolai/mac-it-guy-pro Your personal IT guy for macOS — remembers your machine, guards every action, explains wha 7 Codex, OpenCode 1 1,786 tok
Wuxb02/medi-agent-swarm Multi-agent intelligent Q&A assistant / skill-agent capability integration / three-layer m 7 Claude Code, Codex, OpenCode 10 710 tok