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
Everyone-Needs-A-Copilot/claude-copilot ineedacopilot.com Transform Claude Code into a full development team. 11 specialized agents (Architect, Engi 13 Claude Code, Codex, OpenCode 77 6,325 tok
noizu-labs-ml/NoizuPromptLingo A Standardized Prompt Syntax/Language to train models and humans against for faster behavi 13 Claude Code, Codex, OpenCode 55 6,974 tok
Badminton-Apps/badman badman.app Codebase for Badman 13 Claude Code, Codex, GitHub Copilot, OpenCode 47 7,427 tok
NaanyaBiz/haggle AGL Australia smart meter -> Home Assistant Energy dashboard (Claude-generated custom inte 13 Claude Code, Codex, OpenCode 19 17,902 tok
Vantiq/vantiq-extension-sources Contains source code for VANTIQ Extension sources as well as SDKs for building these sourc 13 Claude Code, Codex, OpenCode 2 730 tok
Resonant-Jones/Codexify Local First AI Operating System with Longterm Memory, MultiAgent Orchestration, Persona Sw 13 Claude Code, Codex, Gemini CLI, OpenCode 6 4,223 tok
abicheck/abicheck abicheck.github.io API/ABI checker: castxml-based header dumper + Python checker + LLVM/GCC support 12 Claude Code, Codex, GitHub Copilot, OpenCode 5 28,284 tok
murmur-io/murmur murmur-io.github.io 🎙️🧠 Local-first macOS meeting + document notebook — on-device Whisper transcription, sou 12 Claude Code, Codex, OpenCode 36 11,383 tok
sintaxasn/Fluence.Wpf Fluence.Wpf is a modern theming and control library based on WinUI 3, but for WPF on .NET 12 Claude Code, Codex, GitHub Copilot, OpenCode 12 15,068 tok
rm2thaddeus/promptgramming rm2thaddeus.github.io A framework to structure thoughts and shape them into production code 12 Codex, OpenCode 1 1,001 tok
EmblemCompany/Agent-skills emblemvault.ai Official skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains 12 Claude Code, Codex, OpenCode 2 1,191 tok
CarlosEGuerraSilva/AGENTS.md AGENTS.md template to improve response structure, reduce input and output tokens, correct 12 Codex, OpenCode 1 1,637 tok
dzmitrys-dev/supamem pypi.org Project-agnostic dual-memory MCP CLI for Claude Code, Cursor, and OpenCode (Qdrant tuned h 12 Claude Code, Codex, OpenCode 2 3,745 tok
angrysky56/advanced-reasoning-mcp Allows AI to perform advanced reasoning, store the reasoning automatically, and can create 12 Codex, OpenCode 1 1,470 tok
pivyme/suiperpower suiperpower.dev Build something meaningful, on Sui. A superpower for AI coding agents (Claude Code, Codex, 12 Claude Code, Codex, OpenCode 2 5,826 tok
abdulsamed1/AI-skills-bank AI Skills Bank is a unified, multi-tool platform designed to aggregate, manage, and route 12 Codex, OpenCode 1 433 tok
geekjourneyx/imgcli A pure Go, Agent-oriented image post-processing CLI. Designed for scripts, Workers, and au 12 Codex, OpenCode 1 583 tok
yshishenya/stitchflow agentskill.sh StitchFlow turns prompts into UI directions, Tailwind-friendly HTML, and screenshots acros 12 Codex, Gemini CLI, OpenCode 2 1,013 tok
ngvoicu/specmint-core specmint.io Persistent, resumable specs for AI coding agents. Deep research, iterative interviews, pha 12 Claude Code, Codex, OpenCode 2 1,427 tok
JSONbored/metagraphed metagraph.sh Bittensor didn't ship with a map. We drew one — chain-direct block explorer, developer reg 12 Claude Code, Codex, OpenCode 2 1,251 tok
programmablehq/PROGRAMMABLE programmable.market Open launch-model infrastructure for Uniswap v4 on Ethereum. 12 Codex, OpenCode 1 818 tok
GiacomoSaccaggi/scomp_link giacomosaccaggi.github.io End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, fe 12 Codex, OpenCode 1 1,741 tok
MSiccDev/ai-context-kit AI Context Kit provides a structured, instruction-based framework for context-aware AI col 12 Codex, OpenCode 1 2,380 tok
ahundt/autorun Claude Code & codex plugin + Gemini cli extension to keep ai running, keep data safe, plan 12 Claude Code, Codex, Gemini CLI, OpenCode 3 2,448 tok
byronxlg/skillfold byronxlg.github.io Declarative skill manager for Claude Code and Codex. Declare skills in YAML, pin exact rev 12 Claude Code, Codex, OpenCode 2 1,896 tok
yiwen65/SkillDock Local-first Git workspace and symlink installer for AI agent skills across Claude Code, 12 Codex, OpenCode 1 657 tok
PotatoDog1669/skills-hub Unify your AI skillbox. A local hub to visualize, manage, and sync skills across Antigravi 12 Codex, OpenCode 1 963 tok
netresearch/go-development-skill Agent Skill: Enterprise Go development patterns - resilient services, testing | Claude Cod 12 Codex, OpenCode 1 711 tok
ch1109/portable-agent-skills Three portable Agent Skills for research, repository deployment, and pre-install safety re 12 Codex, OpenCode 1 143 tok
liatrio-labs/claude-code-gauntlet Adversarial multi-agent code review for Claude Code. Your PR/MR runs a gauntlet of concern 12 Claude Code, Codex, OpenCode 4 2,174 tok
codingSamss/all-my-ai-needs Claude Code + Codex dual-platform AI dotfiles: centrally manages skills/agents/hooks and s 12 Claude Code, Codex, OpenCode 2 4,713 tok
reposkein/reposkein npmjs.com Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-nativ 12 Codex, OpenCode 1 1,779 tok
barleviatias/toolkit-ai npmjs.com Package manager for AI coding assistants — manage skills, agents & MCPs across Claude Code 12 Claude Code, Codex, OpenCode 2 4,932 tok
cyanheads/mcp-reporter mcp-reporter is a streamlined utility that generates comprehensive capability reports for 12 Claude Code, Codex, OpenCode 2 1,136 tok
tugrulguner/intpot pypi.org Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server — o 12 Claude Code, Codex, OpenCode 2 1,386 tok
oomol-lab/dsh-oomol oomol.com OOMOL Connector for DeepSeek Harness—discover connected apps and execute Actions through p 12 Codex, OpenCode 1 153 tok
ismaelkedir/knowit useknowit.dev Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Cl 12 Claude Code, Codex, OpenCode 2 270 tok
konteks/cli npmjs.com A local context graph for AI coding agents. 12 Codex, OpenCode 1 1,050 tok
sachinshelke/codevira sachinshelke.github.io Stop re-explaining your project to AI agents every session. One memory layer for Claude Co 12 Claude Code, Codex, Gemini CLI, OpenCode, Windsurf 11 7,837 tok
DataWorkersProject/dataworkers-claw-community dataworkers.io We’re build a swarm of agents for all data tasks. That anyone can use for free, open-sourc 12 Claude Code, Codex, OpenCode 2 1,456 tok
tygryso/hypotree pypi.org Memory that forgets: a persistent, self-revising belief-state MCP server and Python API fo 12 Claude Code, Codex, GitHub Copilot 2 1,749 tok
byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 19 12,017 tok
joachimBrindeau/domain-mcp Manage Dynadot domains, DNS, renewals, and transfers from Claude, Cursor, or any MCP clien 12 Claude Code, Codex, OpenCode 2 770 tok
wellknownmcp/cortex-gateway Federated MCP gateway: one OAuth 2.1-protected, spec-compliant MCP server in front of all 12 Codex, OpenCode 1 1,061 tok
ApiliumCode/mayros apilium.com The governed AI agent platform: semantic memory, intelligent model routing, an MCP server, 12 Codex, OpenCode 1 5,416 tok
apokamo/kaji zenn.dev Closed-loop agentic development workflows for Claude Code, Codex, and Gemini CLI. 12 Claude Code, Codex, OpenCode 44 1,220 tok
ferrislucas/Circus-Chief npmjs.com Open-source meta-harness for Claude Code, OpenAI Codex, and Gemini CLI coding agents 12 Claude Code, Codex 4 2,092 tok
Mingye-Lu/AgenticCrawler acrawl — LLM-powered web crawler. Describe what you want in plain English, get structured 12 Codex, OpenCode 1 5,394 tok
kobiton/automate kobiton.com AI coding assistant plugin for the Kobiton mobile testing platform. Works with Claude Code 12 Claude Code, Codex, OpenCode 2 11,075 tok
whitebeardit/.cursor Cursor's config: skills, rules, subagents, commands 12 Codex, OpenCode 1 1,029 tok