How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
DataDog/lading A suite of data generation and load testing tools 101 Claude Code, Codex, OpenCode 7 1,777 tok
linuxmatters/jive-vocals linuxmatters.sh Raw microphone recordings into broadcast-ready audio in one command. No configuration, and 101 Claude Code, Codex, OpenCode 2 10,276 tok
vmihalis/hacker-bob hackerbob.ai A local MCP runtime that attacks what you own and only reports what it proved. 17 CVEs acr 101 Claude Code, Codex, OpenCode 36 1,942 tok
aspenkit/aspens npmjs.com Your CLAUDE.md stopped working at 200 lines. Generate scoped skill files from your import 101 Claude Code, Codex, GitHub Copilot, OpenCode 34 3,436 tok
conorluddy/xc-mcp deepwiki.com XCode CLI & Simulator MCP. Progressive disclosure of tool responses reduces context and to 101 Claude Code, Codex, OpenCode 2 2,556 tok
ingo-eichhorst/Irrlicht Claude Code session lights in your macOS menu bar — 🟣 🟠 🟢 ✦ 101 Claude Code, Codex, OpenCode 19 4,154 tok
Happenmass/omux Orchestrate AI coding agents (Claude Code, Codex) as parallel subagents over tmux — a loop 101 Claude Code, Codex, OpenCode 10 6,065 tok
vasilyu1983/AI-Agents-public Production-grade agent skills and Custom GPT prompts for ChatGPT, Claude Code, and Codex. 101 Codex, OpenCode 1 443 tok
LuD1161/agentjail agentjail.io Policy guardrails for coding agents (Claude Code, Codex, Cursor) — every tool call is chec 101 Codex, OpenCode 1 4,812 tok
migratorywhale/stackchan-mcp Give your AI a body. MCP bridge for Stack-chan (M5Stack CoreS3) — speak, listen, see, move 101 Codex, OpenCode 1 1,939 tok
snchimata/tokenfold Private, provider-neutral context compression for LLMs. Reversibly compress schemas and lo 101 Codex, OpenCode 1 894 tok
fabkury/p3a makapix.club Pixel art player built on ESP32-P4 101 Claude Code, Codex, OpenCode 2 4,553 tok
r-lib/log4r log4r.r-lib.org A fast & lightweight approach to logging in R based on the widely-emulated Apache Log4j pr 101 Claude Code, Codex, OpenCode 2 1,253 tok
WingedGuardian/GENesis-AGI discord.com 'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ to 100 Claude Code, Codex, OpenCode 53 24,446 tok
harukiseller-droid/commerce-agent-bench commerce-agent-bench 100 Claude Code, Codex, OpenCode 10 493 tok
thangnqdev/codex-oss-agent-kit 100 Codex, OpenCode 1 541 tok
secutils-dev/secutils secutils.dev Secutils.dev is an open-source, versatile, yet simple security toolbox for engineers and r 100 Codex, OpenCode 1 952 tok
CreamyG31337/chrysalis-ioc-triage 100 Codex, OpenCode 1 786 tok
pitiflautico/neobrowser pitiflautico.github.io MCP server that drives real Chrome with your real logged-in sessions — genuine fingerprint 100 Codex, OpenCode 1 1,759 tok
voidhashcom/lensflare lensflare.vercel.app 100 Claude Code, Codex, OpenCode 4 241 tok
JKorf/Bitfinex.Net cryptoexchange.jkorf.dev C#/.NET client library for the Bitfinex.com cryptocurrency exchange REST and WebSocket API 100 Codex, GitHub Copilot, OpenCode 2 2,411 tok
antoniolg/agent-kit A collection of skills for AI agents 100 Codex, OpenCode 1 674 tok
awakenworks/awaken awakenworks.github.io AI agent runtime for Rust — type-safe state, multi-protocol serving, plugin extensibility. 100 Claude Code, Codex, OpenCode 2 1,732 tok
mgood/tuisage A terminal UI for running mise tasks or other commands supporting the --usage spec. 100 Codex, OpenCode 1 1,405 tok
joelreymont/pz Minimal pi coding-agent re-implementation in Zig 100 Claude Code, Codex, OpenCode 6 1,186 tok
TheMattBerman/seo-kit AI agent that finds keywords, writes content, monitors rankings, and self-improves. Two Op 100 Codex, OpenCode 1 698 tok
roboticforce/sugar roboticforce.io Persistent memory for AI coding agents. Local-first, cross-session context, global knowled 100 Codex, OpenCode 1 1,553 tok
fr0der1c/tgtldr TL;DR AI summarizer for telegram groups 100 Codex, OpenCode 1 1,877 tok
thiientv/godmode thiientv.github.io Production-grade Agent Skills for AI coding agents—composable workflows for planning, TDD, 100 Codex, OpenCode 1 389 tok
cyanheads/clinicaltrialsgov-mcp-server npmjs.com Search ClinicalTrials.gov trials, retrieve study details and results, and match patients t 100 Claude Code, Codex, OpenCode 2 17,432 tok
dust-tt/srchd Research agents harness 100 Codex, OpenCode 1 1,130 tok
accessd/tmux-agent-indicator Tmux plugin that gives visual feedback for AI agent states (running/needs-input/done). Sup 100 Claude Code, Codex, OpenCode 2 554 tok
ndom91/open-plan-annotator Local-first agent plan annotator 100 Claude Code, Codex, OpenCode 2 2,425 tok
SciMate-AI/HPC-Skills Portable agent skills for High Performance Computing workflows across OpenFOAM, SU2, LS-DY 100 Codex, OpenCode 1 202 tok
mloda-ai/mloda mloda.ai mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable. Framework-agnostic. 100 Claude Code, Codex, OpenCode 4 3,624 tok
jiangkoumo/toolfence Local, fail-closed policy enforcement and human approval for MCP tool calls. 100 Codex, OpenCode 1 417 tok
nuyoah-ai-works/nuyoah-image-reverse-prompt Nanyuan image reverse-engineering Agent Skill: breaks reference images down into structura 100 Codex, OpenCode 1 681 tok
mykpono/ultimate-seo-geo lab.mykpono.com The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI searc 100 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 8,683 tok
youdotcom-oss/agent-skills You.com skills and plugins for web search, content extraction, research, finance, and inte 100 Codex, OpenCode 1 1,085 tok
Junliu1066/vibe-coding-kit Not teaching you to code, but helping you fully understand “using AI to code” — a vibe cod 99 Claude Code, Codex, OpenCode 4 5,326 tok
khanhcamap2020-sudo/formkind Global-readiness toolkit for international forms across HTML, JSX, Vue, Svelte, and CI. 99 Codex, OpenCode 1 261 tok
phungkaizen/maintainer-autopilot Local-first, resumable AI maintenance pipelines with single-writer safety and deterministi 99 Codex, OpenCode 1 320 tok
Facets-cloud/flow facets-cloud.github.io Turn isolated Claude sessions into a continuous working relationship 99 Claude Code, Codex, OpenCode 1 1,791 tok
rogasper/labas-bahasa labas.rogasper.com Labas (Latihan Bahasa) merupakan platform latihan bahasa untuk persiapan IELTS, TOEFL, JLP 99 Claude Code, Codex, OpenCode 7 4,862 tok
Kevin7Qi/codex-collab Collaborate with Codex from Claude Code 99 Claude Code, Codex 1 1,320 tok
eLyiN/gemini-bridge A lightweight MCP server bridging AI agents to Google's Gemini AI via official CLI 99 Claude Code, Codex, OpenCode 2 4,178 tok
Pardesco/hypernovum Agent Ops for your second brain - a 3D IDE for Obsidian built on Three.js. Visualize your 99 Codex, OpenCode 1 484 tok
openbotx/openbotx openbotx.ai An open-source platform for orchestrating AI agents — secure, simple, and built for everyo 99 Codex, OpenCode 1 3,384 tok
yavorsky/unbuilt.app unbuilt.app Free and Open Source technology detection tool 99 Claude Code, Codex, OpenCode 3 1,097 tok
rgarcia/ynab-mcp-server YNAB MCP server with custom skills 99 Claude Code, Codex 1 —