How real projects configure their agents

32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
CavinHuang/lume cavinhuang.github.io Local-first AI workspace with persistent memory, real tools (files · shell · LSP · MCP · O 3 Claude Code, Codex, OpenCode 3 3,110 tok
YSAA1/harness-workflow Context-aware agent workflow and project harness for Codex, Claude Code, and Cursor. 3 Claude Code, Codex, OpenCode 2 1,786 tok
Mikacr1138/claude-bug-bounty Enable efficient bug bounty hunting across Web2 and Web3 with a tool that supports full re 3 Claude Code 1 761 tok
hermes-labs-ai/forgetted hermes-labs.ai forgetted is a Python library for selective memory governance in AI agents: a context-mana 3 Claude Code, Codex, OpenCode 2 1,026 tok
stanley-projects/Insomnia stanley-projects.github.io Keep your PC awake when it matters — smart sleep prevention for Windows 3 Claude Code 1 4,997 tok
Manas470/tokenoptim pypi.org 🪨 Cut LLM token costs 40-75%. Works with Claude Code, Gemini CLI, Codex, aider. No API ke 3 Claude Code 1 256 tok
ulpi-io/autonomous-engineering ulpi-io.github.io Autonomous software delivery for AI agents. 18 skills that turn the lifecycle into bounded 3 Claude Code, Codex, OpenCode 2 5,042 tok
DaRabus/prompt-tracker PromptVault: A self-hosted, local-first dashboard that watches your AI CLI history files ( 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 5,774 tok
adechassey/coclaude Multiplayer Claude Code - pair-program with teammates inside the same Claude Code session 3 Claude Code 2 1,169 tok
houseunlimited/hinge-auto Automate Hinge interactions using a stitched-vision and LLM-judge loop for hands-free prof 3 Claude Code, Codex, OpenCode 2 3,570 tok
OKHP3/skillz Agent Skills (SKILL.md) by OverKill Hill for Claude, OpenClaw, and Codex. BPMN-aware Merma 3 Claude Code, Codex, OpenCode 2 8,767 tok
imamirezaei/Product-Team-Claude-Skills imamirezaei.github.io Product Team Skills 3 Claude Code 2 871 tok
DynamoDS/skills dynamods.github.io Dynamo Shared Skills 3 Claude Code, Codex, OpenCode 2 427 tok
toverux/cantrips 🤖 Curated agent skills for AI agents — one coherent engineering loop that compounds: gril 3 Claude Code, Codex, OpenCode 2 3,106 tok
cynco-labs/ai-accounting-skills ai-accounting-skills.pages.dev Agent-native accounting skills for Claude Code — folder dump → books → Beancount + Fava. M 3 Claude Code 1 1,056 tok
NanookAI/worldbank-api Agent Skill that teaches AI agents to fetch GDP, population, inflation, and ~30,000 other 3 Claude Code, Codex, OpenCode 2 1,288 tok
iannuttall/png2svg Agent-guided PNG to SVG reconstruction for logos and icons. Clean geometry and gradients, 3 Claude Code, Codex, OpenCode 2 983 tok
br3eze-code/br3eze-code br3eze.africa Personal Ai Agent 3 Claude Code 1 1,997 tok
Rish-Modi/career-agent A Claude Code project that turns job searching into a structured workflow. Your career his 3 Claude Code 1 1,949 tok
tomevault-io/companyos tomevault.io A complete, opinionated, fork-friendly operating system for an AI-instructed company. Thre 3 Claude Code, Codex, OpenCode 2 1,049 tok
raydeveloperF/App-Store-Connect-release-kit A Claude Code and Codex plugin with Agent Skills for localized App Store Connect release w 3 Claude Code, Codex, OpenCode 2 622 tok
Shad0wMazt3r/The-Scaffolding Solve CTF challenges, find bugs, better accuracy. Plug and play with any agent. 3 Claude Code, Codex, OpenCode 2 1,137 tok
yamadashy/agent-readable Agent Skills for reading hard-to-access content 3 Claude Code 1 163 tok
me-cedric/agent-compass Central agentic standards, guidelines, skills & bootstrap tooling for AI coding agents (Cl 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,336 tok
Vladick-Pick/business-ontology Agent skill and reference runtime for maintaining a git-backed business ontology: source i 3 Claude Code, Codex, OpenCode 2 1,602 tok
droxey/agentadventure droxey.com OpenClaw skill that drops AI agents into self-hosted WorkAdventure as real avatars — with 3 Claude Code, GitHub Copilot 2 5,092 tok
broomva/autoany Evaluator-Governed Recursive Improvement (EGRI) — turn ambiguous goals into safe, measurab 3 Claude Code 1 512 tok
lukaskellerstein/claude-my-marketplace A collection of Claude Code plugins — dev tools, documentation, infra, Figma, media genera 3 Claude Code 1
bearlike/Grove kanth.tech 🍀 Opinionated Agents Development Environment for Teams. Run a forest of agents locally or 3 Claude Code, Codex, OpenCode 2 8,613 tok
KevinBatdorf/anna Self-hosted book search API and MCP server built on Anna's Archive and Goodreads data 3 Claude Code 1 493 tok
toohamster/sftp-cc A universal SFTP upload tool for Claude Code. Supports incremental upload, automatic priva 3 Claude Code 1 1,327 tok
vikcena01/ai-continuity-plugin Durable project state across AI sessions — decisions, constraints, and rejected paths, ver 3 Claude Code 3
karlkfi/claude-bouncer Guard rails for Claude Code: workspace boundaries, protected branches, production targets, 3 Claude Code 1 2,032 tok
s977043/river-review river-review.the3396.com Turn reviews into organizational decision assets. Review Judgment as Code for AI-assisted 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 10,042 tok
Open-Agent-Tools/Postcard Asynchronous 1-to-1 postcard messaging between local AI agent sessions via a Git-backed le 3 Claude Code 1 1,105 tok
ChenDX404/CC-Pet An animated desktop pet for Claude Code with real-time status reactions, a VS Code extensi 3 Claude Code, Codex, OpenCode 2 10,096 tok
voxpelli/claude-beads Claude Code plugin that automates the sprint workflow for projects using beads and Basic M 3 Claude Code 1 7,348 tok
zircote/scala-lsp Claude Code plugin for Scala development with Metals LSP and scalafmt hooks 3 Claude Code 1 192 tok
offthehook-implication870/bambu-printer-mcp Control Bambu Lab printers, edit STL files, and manage 3MF print workflows with an MCP ser 3 Claude Code 1 290 tok
TeamNickHart/md2do md2do.com A free CLI app for tracking and managing TODO tasks via markdown with MCP, VSCode, Obsidia 3 Claude Code 1 787 tok
Wintyx57/x402-backend x402bazaar.org API marketplace powered by HTTP 402 protocol — AI agents pay per call with USDC on Base. 6 3 Claude Code 1 14,796 tok
HarperZ9/forum harperz9.github.io Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-c 3 Claude Code, Codex, OpenCode 2 458 tok
m0rvayne/mcp-redteam Active red-teaming for MCP servers. Source analysis + live exploitation + auto-fix. Claude 3 Claude Code 1 8,530 tok
karbassi/slack-mcp MCP server exposing 193 Slack Web API methods as tools for AI agents 3 Claude Code 2 726 tok
Knuckles-Team/audio-transcriber Transcribe audio into text. Agentic AI supported through MCP Server. 3 Claude Code, Codex, OpenCode 2 3,918 tok
phuetz/lm-resizer phuetz.github.io Rust-native context compression for Claude Code, Codex & MCP agents: filters & compresses 3 Claude Code 1
willow-memory/willow-mcp Agent-neutral MCP server with persistent memory (SOIL + Postgres KB) and a sandboxed task 3 Claude Code 4
Sagargupta16/bedrock-multi-model-mcp MCP server for AWS Bedrock - text, image, video, and embeddings across Claude, Llama, Mist 3 Claude Code 1 1,161 tok
factorial-io/imap-mcp A mcp server exposing imap server with oauth 3 Claude Code, Codex, OpenCode 11 313 tok
nick-choudhary/gmaps-scraper Google Maps scraper: async Python library, CLI & MCP server for business data (emails, pho 3 Claude Code, Codex, OpenCode 2 2,407 tok