How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
laozhong86/gbrain Compiled personal knowledge graph for AI agents — SQLite, FTS5, embeddings, CLI, and MCP i 8 Claude Code 1 76 tok
ChristopherDavenport/unblink Pure-Go browser for AI: fetch pages, optionally render JS (no Chromium), get clean token-b 8 Claude Code 1 5,821 tok
Aboudjem/ui-ux-suite ESLint for design. Finds the exact line, the measured wrong value, and the exact fix. 12 w 8 Claude Code, Codex, OpenCode 2 5,395 tok
BenAHammond/code-auditor-mcp Architectural invariants and code quality analysis, enforced inside your AI agent's edit l 8 Claude Code 2 1,694 tok
0xMassi/claude-skills Twelve Claude Code skills enforcing strict code quality, security, and modern language pat 8 Claude Code 1 491 tok
viknesh20-20/claude-code-tool-kit viknesh20-20.github.io Production-ready Claude Code configuration. 12 original agents, 200+ slash-command skills, 8 Claude Code 2 686 tok
ouestcharlie/ouestcharlie-woof OuEstCharlie Woof is the photo and video gallery companion to your your AI assistant (Clau 8 Claude Code 1 —
GantisStorm/autonomous-coding-harness Coding Harness - A Human-in-the-Loop Claude Code SDK coding agent with GitLab integration 8 Claude Code 1 928 tok
benmarte/codemunch Zero-config, token-efficient code exploration for Claude Code — no MCP server, no Python, 8 Claude Code 1 469 tok
bezata/kObsidian Filesystem-first MCP server for Obsidian vaults with an LLM-Wiki layer on top. 8 Claude Code, Codex, OpenCode 2 928 tok
jedi4ever/social-skills Social-web skills for AI agents — read HN, Reddit, X, LinkedIn, articles, papers as struct 8 Claude Code 1 2,426 tok
Komdosh/komnet npmjs.com Git-backed message bus for AI coding agents — Claude Code, Cursor and Codex coordinate asy 8 Claude Code 1 2,458 tok
chrisgagne/grounded-forge Project once, retrieve distillations, create tools: a pre-loading retrieval architecture a 8 Claude Code, Codex, OpenCode 4 5,455 tok
redwoodmeridian/nexus-for-meta redwoodmeridian.github.io Connect your Facebook Ads, Pages, Instagram and lead forms to Claude Code. Ask about spend 8 Claude Code 1 1,068 tok
yegor256/dogent Command line linter for your agentic manifestos, like SKILL.md and CLAUDE.md 8 Claude Code 1 306 tok
teamtinvio/jaz-ai jaz.ai Fastest ledger for agents. Jaz accounting plugins, skills, MCP server, and CLI for Claude, 8 Claude Code, Codex, OpenCode 1 643 tok
mgiovani/cc-arsenal 45 production-grade AI agent skills for real dev workflows. Code review, shipping, docs, g 8 Claude Code, Codex, OpenCode 2 4,516 tok
CodandoTV/awesome-ai-coding-assistants-playbook A centralized map of references for configuring AI coding assistants — skills, instruction 8 Claude Code 1 831 tok
koinod/koino-skills Free AI agent skills for business automation. Sales, content, ops, growth. Compatible with 8 Claude Code 1 315 tok
jeffrigby/somepulp-agents Claude Code plugin providing AI-powered agents for code auditing, research, and multi-mode 8 Claude Code 1 2,976 tok
littlebearapps/pitchdocs littlebearapps.com Turn any codebase into professional, marketing-ready GitHub documentation — powered by AI 8 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 6,155 tok
Elnora-AI/elnora-linear Linear workspace for Claude Code — search, bulk edit, agents, and a config-driven curator. 8 Claude Code, Codex, OpenCode 1 1,807 tok
Cubenest/rrweb-stack cubenest.in Two OSS products on one rrweb substrate: tracelane (self-contained HTML test-failure repla 8 Claude Code, Codex, OpenCode 2 2,680 tok
thisAAY/archeyes Bidirectional plan diagrams for AI coding agents — the diagram is an input device. 8 Claude Code 1 1,284 tok
sphinx-contrib/mcp sphinx-contrib.github.io Sphinx extension for documenting MCP tools, prompts, resources and resource templates. 8 Claude Code, Codex, OpenCode 2 755 tok
V-Songbird/razor YAGNI checks for Claude Code and Codex: reconsider dependencies, file growth and unnecessa 8 Claude Code, Codex, OpenCode 2 1,232 tok
luckeyfaraday/frontier-orchestrator Multi-agent orchestration for Claude Code: MCP server + skill that keeps Claude as lead en 8 Claude Code, Codex 1 —
vibestackdev/vibe-stack vibestack0.gumroad.com 29 .mdc architecture rules that prevent AI coding assistants from hallucinating insecure a 8 Claude Code, Codex, OpenCode 2 2,642 tok
hslee16/Archy Architectural sensor for Python codebases - keeps structure honest under AI-assisted devel 8 Claude Code, Codex, OpenCode 2 4,029 tok
ojamin/okf-loom Toolkit for turning Markdown docs bundles into validated OKF knowledge graphs, with a loca 8 Claude Code, Codex, OpenCode 2 877 tok
Supersynergy/agent-token-saver TypeScript/Bun tools for coding agents. Run checks once, keep complete evidence, and test 8 Claude Code, Codex, OpenCode 2 261 tok
fatihkan/badi npmjs.com Workflow management CLI for Anthropic Claude Code, Cursor, and Gemini CLI. 30 AI agents — 8 Claude Code 8 —
x-hannibal/webshift Shift noisy web pages into clean, context-ready text for LLMs — Rust library & MCP server 8 Claude Code 1 1,793 tok
tb0hdan/wass-mcp Web Application Security Scanner MCP Server 8 Claude Code, Codex, Gemini CLI, OpenCode 3 191 tok
snyk/saw-mcp 8 Claude Code, Codex, OpenCode 2 1,968 tok
timescale/tiger-skills-mcp-server MCP server to provide a model with a set of skills 8 Claude Code 1 211 tok
yashau/dexgram Lightweight Telegram bridge for Codex on Windows 8 Claude Code, Codex, OpenCode 2 1,834 tok
Trenza1ore/GitCode-API gitcode-api.readthedocs.io Easy-to-use Python SDK for the GitCode REST API. Providing a built-in CLI tool and optiona 8 Claude Code, Codex, OpenCode 2 3,160 tok
cotdp/scraper-mcp cutler.sg Context-optimized MCP server for web scraping. Reduces LLM token usage by 70-90% through s 8 Claude Code 3 1,507 tok
PerkyZZ999/MemorizedMCP creativewebconcept.ca MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI ag 8 Claude Code, Cursor 2 —
fanzeyi/jellycat A Jellyfish inspired CLI tool for managing Jujutsu (jj) changesets with GitHub PRs 8 Claude Code 1 725 tok
art9mid/arc-skill AI agent skill for scaffolding production-ready React Native (Expo) projects. Architecture 8 Claude Code, Codex, Cursor, OpenCode 4 2,221 tok
tsnAnh/flutter-agentic-starter The production-ready Flutter starter built for Claude Code, Cursor, Codex, and modern AI c 8 Claude Code, Codex, OpenCode 2 3,715 tok
tinesoft/spec-kit-token-budget Token Budget 💰 — a Spec Kit extension for token-efficient SDD 8 Claude Code 2 1,547 tok
CaptainYouz/agentdex captainyouz.github.io Local command center for AI skills, agents & rules across Cursor, Claude, and Codex — full 8 Claude Code 1 1,484 tok
Bundl-AI/bundl-cli bundl.ai Bundl - The open corpus standard for AI employees. Define how your company works once. Eve 8 Claude Code, Codex, OpenCode 2 306 tok
bntvllnt/codebase-intelligence npmjs.com CLI-first TypeScript codebase analysis with hotspots, impact, dead-export detection, and a 8 Claude Code, Codex, OpenCode 2 3,174 tok
classicchins/compounding-marketing cmo-skills.com A Claude Code + ChatGPT/Codex plugin for world-class Marketing & GTM workflows 8 Claude Code, Codex, OpenCode 2 8,473 tok
DEFRA/claude-legacy-reveng-plugin A Claude Code plugin that encapsulates an agentic flow for reverse engineering legacy appl 8 Claude Code 1 139 tok
DropFan/claude-code-plugins Claude Code plugins collection - custom plugins and curated favorites. chat-saver/skill-ex 8 Claude Code, Codex, OpenCode 2 1,569 tok