How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
viacheslav-tronko/claude-code-harness Claude Code Harness 6 Claude Code 1 8,220 tok
Avyayalaya/pm-skills-arsenal avyayalaya.github.io 12 codex-grade PM skills (1,000–1,300 lines each) for senior PMs, founders, and AI agents. 6 Codex, OpenCode 1 1,579 tok
malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,501 tok
JayTheSkier/fedlex-connector MCP server for accessing Swiss federal legislation from fedlex.admin.ch 6 Claude Code 1 362 tok
ThoTischner/observability-mcp npmjs.com Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any 6 Claude Code 1 1,961 tok
debugbundle/debugbundle debugbundle.com DebugBundle product source and runtime code. 6 Claude Code, Codex, OpenCode 7 2,890 tok
bpamiri/u2-mcp 6 Claude Code 1 2,084 tok
martinhavel/cz-agents-mcp cz-agents.dev Czech & EU due-diligence / KYC-AML MCP servers — sanctions (EU+OFAC), insolvency (ISIR), V 6 Claude Code 6
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 6 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
Haaaiawd/Sequential-thinking-skills Sequential thinking for AI agents: a reusable skill and CLI runtime for stepwise reasoning 6 Codex, OpenCode 1 1,736 tok
smallocean43658/codex-superpowers Codex-first fork of Superpowers skills with Codex-native tool guidance 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,849 tok
mohamedzhioua/agent-done-or-not npmjs.com Catch your AI agent lying about "done" A one-file proof-gate for Claude Code, Cursor & Cod 6 Claude Code, Codex, Cursor, OpenCode 3 807 tok
idaibin/skills skills.sh Independent Agent Skills for repository analysis, planning, implementation, review, delive 6 Claude Code, Codex, OpenCode 2 1,311 tok
northseadl/norix-skills skills.norix-dev.com Plug-and-play AI Agent skill collection — Feishu integration · Mermaid diagrams · Codex or 6 Codex, OpenCode 1 338 tok
anh-chu/llm-wiki-pm PM knowledge base skill for Claude Code. Karpathy's LLM Wiki pattern with supersession, pr 6 Claude Code, Codex, OpenCode 1 1,202 tok
koshkinvv/ios-agent-skills 9 expert-level iOS development skills for Claude Code, Codex, and AI coding agents. SwiftU 6 Codex, OpenCode 1 831 tok
onimusya/media-gen A production-ready CLI for multi-provider media generation. Generate images, videos, voice 6 Codex, OpenCode 1 1,505 tok
matematicsolutions/awesome-matematic-skills-pl matematicsolutions.com Polish hub of legal-AI skills - 41 skills in 8 Claude Code / Cowork bundles (LLM output ve 6 Claude Code, Codex, OpenCode 2 2,042 tok
electroheadfx/efx-ai-skills A beautiful TUI for discovering, previewing, and managing AI agent skills across multiple 6 Claude Code 1 36 tok
feO2x/guided-coding Contains Guided-Coding related AI Skills for different Coding Agents. 6 Codex, OpenCode 1 387 tok
lucaperret/agent-skills Agent Skills that give AI coding agents superpowers beyond code — macOS native apps, MCP s 6 Claude Code, Codex, OpenCode 2 727 tok
carbonshow/intent-fluid From raw concept to finished deliverables. A collection of general-purpose autonomous meth 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,685 tok
ucsahinn/codex-chef A cross-platform Codex setup kit with specialist agents, curated skills, safe MCP defaults 6 Codex, OpenCode 1 352 tok
valkryhx/google_adk_agent a startup but not simple agent demo using google adk. 6 Claude Code, Codex, OpenCode 2 3,204 tok
t41372/skit t41372.github.io A terminal script manager and launcher — Put any script, prompt, or program in one library 6 Claude Code, Codex, OpenCode 2 3,163 tok
benelser/docent Point it at anything — a codebase, a PR, an essay, a paper, a URL — and get back a narrate 6 Codex, OpenCode 1 2,611 tok
Andamio-Platform/coach 6 Claude Code, Codex, OpenCode 2 1,434 tok
MiaoDX/roboclaws Visible AI-driven robotics demos powered by VLM policies, MCP skills, and AI coding agents 6 Claude Code, Codex, OpenCode 2 2,251 tok
happy520ai/unified-ai-system happy520ai.github.io Public Preview: self-hosted, protocol-first AI gateway and agent control plane for OpenAI, 6 Codex, OpenCode 1 1,642 tok
magnus919/hermes-droid Standalone Agent Skill for delegating coding work to Factory Droid 6 Codex, OpenCode 1 366 tok
chenyuxiaojin/xiaochen-skills blog.xiaochens.com 17 Claude Code plugins / 19 skills for video, publishing, Obsidian, GEO and real content w 6 Claude Code, Codex, OpenCode 2 1,593 tok
hampsterx/claude-mcp-bridge MCP server bridging Claude CLI to Codex, Cursor - queries, and search with hardened subpro 6 Codex, OpenCode 1 2,487 tok
jacksenechal/scan-mcp MCP server for scanning (image capture/multipage assembly) 6 Claude Code, Codex, OpenCode 3 327 tok
mfdaves/okf-mcp OKF (v0.2) MCP server. 6 Codex 1
iannuttall/skills Agent skills for Codex, Claude Code and other coding agents. 6 Claude Code, Codex, OpenCode 2 1,022 tok
nijanthan-dev/taxmate-australia Prep-only Australian individual tax return plugin and portable skills for Codex, Claude Co 6 Codex, OpenCode 1 2,352 tok
cerebrixos-org/tuning-engines-cli CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories 6 Claude Code 1 584 tok
disk0Dancer/climate disk0dancer.github.io mcp or rest? cli! 6 Claude Code, Codex, OpenCode 2 886 tok
CheckPickerUpper/skills Agent skills for correctness-first engineering. 6 Claude Code 1 172 tok
nklisch/skilltap skilltap.dev An easy way for agents to help people manage Claude Code and Codex plugins. 6 Claude Code, Codex, OpenCode 2 1,310 tok
cedricziel/aha-mcp A Model Context Protocol (MCP) server that provides seamless integration with Aha.io's pro 6 Claude Code 1 11,014 tok
dgenio/ChainWeaver Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictab 6 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,086 tok
urav06/dialectic A Rebuttal Engine for Computational Argumentation in Claude Code CLI 6 Claude Code 1
Kocal/symfony-contribution-skills symfony.com IA skills for contributing to the Symfony framework & related packages 6 Codex, Gemini CLI, OpenCode 2 1,042 tok
zircote/cpp-lsp Claude Code plugin for C/C++ development with clangd LSP, clang-tidy, and clang-format 6 Claude Code 1 204 tok
aweussom/claude-code-quota Claude Code OAuth quota in your status line — Windows (PowerShell) and Linux (or WSL2) 6 Claude Code 1 2,557 tok
VoxTechnologies/anty-framework 4n7y.com AI Workforce plugin for Claude Code — proactive sales & marketing strategy for startup fou 6 Claude Code 1 2,397 tok
yojahny55/claude-wp-builder Claude Code plugin for building custom WordPress sites, demo-first workflow with ACF/SCF f 6 Claude Code 1 6,551 tok
dzivkovi/video-intel Gemini watches your YouTube channels: mind maps, transcripts that include what was on scre 6 Claude Code, Codex, OpenCode 2 278 tok
Stronger197/douchebag Turns your coding agent into a loud vulgar gym-bro chad. 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,122 tok