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
KhourySpecialProjects/odyssey khouryodyssey.org Odyssey is a new platform designed to provide on-demand access to modern knowledge and ski 10 Claude Code, Codex, OpenCode 30 4,783 tok
MolarVerse/PQ molarverse.github.io 10 Claude Code, Codex, OpenCode 3 4,747 tok
drearycold/YetAnotherEBookReader 10 Claude Code, Codex, Gemini CLI, OpenCode 3 12,318 tok
akiojin/llmlb Distributed LLM router with load balancing and automatic model distribution 10 Claude Code, Codex, Gemini CLI, OpenCode 33 10,952 tok
kok-o/contextos-agents Deterministic context and policy compiler for supported AI coding agents. 10 Claude Code, Codex, GitHub Copilot, Gemini CLI 9 1,657 tok
russfellows/s3dlio Part of the sai3 project that delivers multi-protocol storage access for AI/ML workflows, 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,391 tok
jakildev/IrredenEngine The Irreden Engine 10 Claude Code, Codex, OpenCode 46 1,780 tok
nirholas/readme-3d nirholas.github.io CLI and library that turns GLB, glTF, OBJ and STL models into ASCII STL blocks GitHub rend 10 Claude Code, Codex, OpenCode 2 322 tok
onur-aslan/sdd Spec-driven development (SDD) workflows and AI coding agent skills for Claude Code, Codex, 10 Claude Code 1 36 tok
DuendeSoftware/duende-skills A set of skills focused on helping agents build Duende IdentityServer solutions. 9 Claude Code, Codex, OpenCode 2 3,067 tok
lovablelabs/mcp 9 Claude Code 1 976 tok
vladmdgolam/agent-skills A collection of skills for AI coding agents 9 Claude Code, Codex, OpenCode 2 749 tok
Birfy/agentdescent thinkflowlab.github.io Gradient descent, but the parameters are agents — a parallel, asynchronous framework for s 9 Claude Code, Codex, OpenCode 3 2,582 tok
8NobleTruths/sabba pypi.org SABBA - Security Templates CLI & MCP Server for coding agents that prove every finding by 9 Claude Code 1 712 tok
roedelthixton-beep/PingPong PingPong - AI agent communication framework 9 Claude Code, Codex, OpenCode 3 17,736 tok
charleslucas/poe_mcp_suite Path of Exile MCP Suite 9 Claude Code, Codex, OpenCode 27 4,220 tok
levi-qiao/obsidian-llm-wiki Compile notes into a linked Obsidian wiki at ingest time with Claude Code, following Karpa 9 Claude Code 17 3,290 tok
Codename-11/SubFrame SubFrame - A terminal first project management IDE for Claude Code, Codex CLI, and Gemini 9 Claude Code, Codex, Gemini CLI, OpenCode 15 9,005 tok
Shironex/omniscribe omniscribe.app Orchestrate multiple AI coding sessions in parallel 9 Claude Code 1 1,744 tok
GaoZimeng0425/NemoNotch An interactive floating panel for the MacBook notch area, turning the notch into a multi-p 9 Claude Code, Codex, OpenCode 4 31,347 tok
ShipWithAI/shipwithai-plugins shipwithai.io Open-source Claude Code plugins — build a real project harness, not another pasted CLAUDE. 9 Claude Code 4 1,321 tok
Vikrant-Khedkar/gingerpaw Local macOS multi-agent coding workspace — run Claude Code, Codex, Gemini & Cursor in para 9 Claude Code, Codex, OpenCode 2 2,373 tok
Artexis10/exomem substratesystems.io Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Of 9 Claude Code, Codex, OpenCode 26 1,336 tok
SonnyTaylor/claude-code-portable Run Claude Code from a USB drive - no installation required. Downloads the official binary 9 Claude Code 1 700 tok
benjaminshafii/digital-empire benjaminshafii.com OpenWork config for me and my family 9 Claude Code, Codex, OpenCode 27 1,230 tok
dasmeta/development-orchestrator This repo is to orchestrate product development, requirement management, implementation 9 Claude Code, Codex, OpenCode 12 1,782 tok
jexists/SKN30-FINAL-1Team-dev 9 Claude Code, Codex, OpenCode 7 491 tok
sukirman1901/frontend-expert Frontend Expert — chat-first agent skills for shipping product web UI (tokens, anti-slop, 9 Claude Code, Codex, OpenCode 2 3,280 tok
hjertefolger/Root_Operator Personal AI assistant for macOS powered by Claude Code channels 9 Claude Code, Codex, OpenCode 2 4,649 tok
mizioandOrg/claude-planner-reviewer-implementer 9 Claude Code 1 257 tok
clawfire/chrome-webhook-extension chromewebstore.google.com 9 Claude Code 1 1,326 tok
wafflestudio/cse.snu.ac.kr cse.snu.ac.kr Seoul National University computer engineering frontend 9 Claude Code 1 2,791 tok
ThoBustos/openyoko That's how you 10x yourself. Introducing my personal agent OS. You need to pair it with yo 9 Claude Code 16 4,336 tok
TaoELi/MaxwellLink maxwelllink.org A flexible framework for self-consistent EM-molecular simulations, powered by AI agent ski 9 Claude Code, Codex, Gemini CLI, OpenCode 3 755 tok
JiangtaoQu/js-reverse-evolver A self-evolving JavaScript reverse-engineering workflow MCP Server, mainly for JavaScript 9 Claude Code 2 —
dsudomoin/ultimate-claude-gui Lightweight Claude Code Gui plugin for Intellij IDEA 9 Claude Code 1 946 tok
regenrek/oplink-mcp oplink.instructa.ai easy workflows for mcp tools 9 Claude Code, Codex, Cursor, OpenCode 12 29 tok
menot-you/n-memory no.tt Local-first memory for AI agents. Keep decisions and evidence across sessions. Recall with 9 Claude Code 1 1,533 tok
Remeic/ccm ccm.justgiulio.dev Multi-profile manager for Claude Code 9 Claude Code 1 777 tok
vedanta/the-system Org-aligned multi-agent orchestration framework with roles, stages, human gates and autono 9 Claude Code 2 7,808 tok
xieziyu/better-review Local-first PR review helper — drives claude or codex agents under a browser UI, ships fin 9 Claude Code 1 6,082 tok
yamanidev/claude-code-configuration My personal Claude Code configuration. 9 Claude Code 1 1,326 tok
axel-pm/watch-n-learn Turn a how-to video into a reusable skill for your AI coding agent — watched locally, no A 9 Claude Code, Codex, OpenCode 1 628 tok
FakeHank/ai-report-to-me Your AI coding sessions deserve better management 🎧 — daily reports & 90-day summaries fr 9 Claude Code 1 901 tok
codician-team/growmos codician-team.github.io 🪐 Growmos: A new approach to agentic AI—a living system expanding its knowledge like the 9 Claude Code, Codex, OpenCode 5 1,213 tok
pa-arth/cc-audit promptster.ai Local-first CLI that audits Claude Code transcripts for spend by model, avoidable context- 9 Claude Code 1 2,869 tok
wandb/weave-claude-code Claude Code plugin that traces sessions, tool calls, and subagents to W&B Weave for observ 9 Claude Code, Codex, OpenCode 2 1,168 tok
Himanshu507/cgcone cgcone.com npm for AI CLIs - install MCP servers across Claude Code, Gemini CLI, Codex, Copilot 9 Claude Code, Codex, OpenCode 2 79 tok
fjpulidop/specrails-core Chain-of-agents system to develop software. 9 Claude Code 1 783 tok
wcygan/ralphctl wcygan.github.io Ralph Loop / AI Agent Controller 9 Claude Code 1 1,320 tok