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
trailofbits/codex-config 30 Codex, OpenCode 8 1,932 tok
jamie950315/pplx-proxy Reverse proxy for Perplexity.ai — OpenAI-compatible API + MCP server using your Pro subscr 30 Codex, OpenCode 1 6,191 tok
mrconter1/vibemathed vibemathed.com Community-curated record of math problems solved by AI - significance rankings, verificati 30 Claude Code, Codex, OpenCode 2 159 tok
joe-qai/qa-skills A toolkit focused on software testing, providing requirements analysis, test planning, and 30 Claude Code, Codex, OpenCode 2 4,238 tok
quangdang46/openproxy Smart AI proxy router that connects Claude Code, Cursor, Codex, Copilot, and 50+ coding to 30 Claude Code, Codex, OpenCode 15 1,905 tok
AgriciDaniel/sync Evidence-gated Claude and Codex council orchestration. 30 Claude Code, Codex, Gemini CLI, OpenCode 3 475 tok
ggg123124/vrchat-assistant Self-hosted VRChat friend activity monitor - real-time WebSocket tracking of friends' onli 30 Codex, OpenCode 1 11,876 tok
CanglongCl/dsh-web-review A web preview and element annotation plugin for the DeepSeek Harness Web GUI, enabling AI 30 Claude Code, Codex, OpenCode 2 10,046 tok
danmaps/gis-agent-skills 30 Claude Code, Codex, GitHub Copilot 6 50 tok
thalesholleben/copy-thief thalesgomes.com Skill do Claude para escrever copy de alta conversao (landing pages, advertoriais, VSL) pa 30 Claude Code, Codex, GitHub Copilot, OpenCode 3 716 tok
russeell/jobfindsme A local-first AI job-hunting MCP Server: search BOSS Zhipin, Liepin, Zhaopin, and 51job wi 30 Codex, OpenCode 1 432 tok
PerryLink/dsh-checkpoint-rewind npmjs.com Claude Code /rewind for DeepSeek Harness — git-first workspace snapshots before every muta 30 Codex, OpenCode 1 2,661 tok
WhiteTowerAI/cut-as-code Open-source agentic video editing skills — an AI-powered alternative to Opus Clip and CapC 30 Claude Code, Codex, OpenCode 2 7,086 tok
121103qwq/DSH-Launcher A DeepSeek Harness launcher and ecosystem manager for Windows x64. 30 Claude Code, Codex, OpenCode 2 2,494 tok
tokuhirom/mutsu tokuhirom.github.io 30 Claude Code, Codex, OpenCode 21 11,560 tok
Joakimpalm-Zen/xyntetik-runner xyntetik.com Local inference you can prove. A single-binary GGUF engine in C: serves, scores, and train 30 Codex, OpenCode 1 1,630 tok
vehiclesdb/vehiclesdb vehiclesdb.com Open vehicle data: 19,282 models, 933 makes, 6 kinds (cars, motorcycles, mopeds, vans, tru 30 Codex, OpenCode 1 2,304 tok
Overbrilliant/ob-1 overbrilliant.com Free open-source coding agent for your terminal. No account, no API key, no card. Parallel 30 Codex, OpenCode 1 536 tok
bo-516/ide-byebye npmjs.com ⌘-click an element in your running app, say what to change, and Claude, Codex, Cursor or a 30 Codex, OpenCode 1 923 tok
ali-ulu/huqan huqan.com Local-first verification layer for AI agents: evidence, provenance, policy gates, human ap 30 Codex, GitHub Copilot, OpenCode 5 3,605 tok
layer5io/academy-theme Hugo module for Meshery Academies 30 Codex, OpenCode 1 1,586 tok
AI-agents-incubator/n8n-pilot 30 Claude Code, Codex, OpenCode 24 3,184 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 30 Claude Code, Codex, GitHub Copilot, OpenCode 17 35,439 tok
xiaolai/claude-english-buddy-for-claude 30 Claude Code, Codex, OpenCode 2 1,208 tok
managedcode/Orleans.RateLimiting This is a library for Microsoft Orleans that provides a set of rate limiting algorithms fo 30 Codex, OpenCode 36 2,489 tok
jggomez/expert-ai-developer-skills 30 Claude Code, Codex, OpenCode 2 6,563 tok
CrowdStrike/fusion-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Fusion workflows: action discov 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,463 tok
Raidriar7170/hermes-skilleval Verification-gated skill routing and self-improvement harness for Hermes-style agent skill 29 Codex, OpenCode 1 363 tok
ForgeAILab/forge forgeailab.github.io AI coding agent workflow engine for structured task lifecycles. 29 Claude Code, Codex, OpenCode 5 3,108 tok
derrickgong87/product-idea-excavator Open-source bilingual Claude Skill for product discovery interviews and high-quality PRDs. 29 Codex, OpenCode 1 6,140 tok
Z-Bra0/Ski skicli.com Install AI agent skills from Git into Claude, Codex, Cursor, and OpenClaw with a manifest, 29 Claude Code, Codex, OpenCode 2 418 tok
HaowenHou/AgenticResearchWiki An Agent-native Obsidian wiki + CLAUDE.md skeleton that lets Agent know your project as we 29 Claude Code, Codex, OpenCode 2 836 tok
luisfurquim/wings WINGS is an open-source, simple golang-based platform for front-end web application develo 29 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,431 tok
systempromptio/systemprompt-template systemprompt.io AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a sin 29 Claude Code, Codex, OpenCode 3 6,997 tok
inngest/inngest-skills inngest.com Agent Skills for building with Inngest 29 Claude Code, Codex, OpenCode 2 1,281 tok
0hardik1/awsmux Run one AWS CLI command across hundreds of AWS accounts in parallel. MCP built in for AI a 29 Claude Code, Codex, OpenCode 2 2,650 tok
tari-project/tari-ootle tari.com Tari Layer-2 Protocol 29 Claude Code, Codex, OpenCode 2 1,733 tok
metalbear-co/skills MetalBear Skills for our users 29 Codex, OpenCode 1 286 tok
desplega-ai/qa-use qa-use.dev Agent-first E2E testing CLI 29 Claude Code, Codex, OpenCode 2 3,220 tok
mralaminahamed/wp-dev-skills WordPress plugin development skills for AI coding agents — Claude Code, Gemini CLI, Cursor 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,376 tok
amingclawdev/aming-claw Shared workspace for AI agents and human developers. See, audit, and review every change A 29 Claude Code, Codex, OpenCode 2 1,846 tok
MetroStar/comet metrostar.github.io React with TypeScript Component Library based on USWDS 3.0 29 Codex, OpenCode 1 397 tok
jotform/mcp-server 29 Codex, OpenCode 1 583 tok
nirholas/lyra-intel lyra-intel.modelcontextprotocol.name Lyra Intel is an intelligence platform designed to analyze repositories of any size - from 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 807 tok
u9401066/pubmed-search-mcp u9401066.github.io MCP SDK v2 server for PubMed and multi-source biomedical research, with resilient search, 29 Claude Code, Codex, GitHub Copilot, OpenCode 29 8,943 tok
api-platform/skillset api-platform.com API Platform agent skills 29 Claude Code, Codex, OpenCode 2 568 tok
rigour-labs/rigour rigour.run The immune system for AI coding agents 29 Claude Code, Codex, OpenCode 2 522 tok
timothywarner-org/ab900 techtrainertim.com Learner repo for Tim Warner's Copilot and Agent Administration Fundamentals live training: 29 Claude Code, Codex, GitHub Copilot, OpenCode 3 10,031 tok
CaicoLeung/bob-plugin-ollama-translator Bob translation plugin: integrates Ollama/OpenAI/DeepSeek/Grok/Claude/Gemini/Zhipu and oth 29 Claude Code, Codex, OpenCode 2 3,779 tok
semihbugrasezer/seerxo seerxo.com AI-assisted Etsy listing generation and audit — CLI, MCP server and Claude Code skill. 29 Codex, OpenCode 1 192 tok