How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
understudylabs/understudy-agent-tools Public MIT-licensed Understudy agent tools and skill library 18 Claude Code, Codex, OpenCode 3 2,402 tok
getcargohq/cargo-skills getcargo.ai GTM engineering skills for AI coding agents — build lead lists, find & verify emails, wate 18 Claude Code, Codex, OpenCode 2 327 tok
respawn-llc/firefox-cli Let AI Agents control your real firefox browser: fill forms, authenticate, automate action 18 Codex, OpenCode 1 2,533 tok
kdr/overcast overcast.video Video OSINT agent: senses + OSINT reach for any agent. 18 Claude Code, Codex, OpenCode 4 13,813 tok
thalesholleben/copy-thief Skill do Claude para escrever copy de alta conversao (landing pages, advertoriais, VSL) pa 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 716 tok
blxzer77/cursor-trellis 18 Claude Code, Codex, OpenCode 15 4,726 tok
wenhanweime/herdr-plugin-renamer LLM-powered session naming for herdr: Claude Code / Codex / Grok / Pi / opencode, Chinese 18 Claude Code, Codex, OpenCode 2 3,323 tok
ThinkingAIAgenticEngine/ae-cli CLI tool for ThinkingAI AgenticEngine (AE) platform. Designed for both AI Agent and human 18 Codex, OpenCode 1 3,813 tok
soujava/sldd-skills SLDD (Spec Loops Driven Development) Skills for AI-Assisted Development - Based on Loiane 18 Codex, OpenCode 1 1,798 tok
kingpanther13/Hubitat-local-MCP-server 18 Claude Code, Codex, OpenCode 2 32,542 tok
wuguirongsg/coreldraw-mcp Let AI drive CorelDRAW directly via the Model Context Protocol — automated design file gen 18 Claude Code, Codex, Cursor, OpenCode 8 2,405 tok
tmustier/codex-computer-use-mcp Background-safe MCP server for the signed Codex Computer Use broker on macOS. Works with a 18 Codex, OpenCode 1 332 tok
russeell/jobfindsme A local-first AI job-hunting MCP Server: search BOSS Zhipin, Liepin, Zhaopin, and 51job wi 18 Codex, OpenCode 1 2,682 tok
orangeboyChen/codebuddy2api orangeboychen.github.io Proxy CodeBuddy with OpenAI-compatible and Anthropic-compatible APIs for Codex, Claude Cod 18 Codex, OpenCode 1 579 tok
arjitj2/skillindex skillindex.app Keep your AI setup aligned across every agent, 100% locally. 18 Codex 1
mxrsv/spacevibe-deck deck.spacevibe.dev SpaceVibe Deck — a minimal macOS terminal for AI agent CLIs 18 Claude Code, Codex, OpenCode 2 2,222 tok
dualface/onevoke quicktui.ai Onevoke - One person. Many agents. 18 Codex, OpenCode 1 12,247 tok
chankov/agent-fleet Pi-first multi-agent orchestration for coding agents—dispatcher, resumable fleets, peer me 18 Claude Code, Codex, OpenCode 6 4,658 tok
99apps-id/termigo Termigo is a lightweight open-source, terminal-first AI-native development environment (AD 18 Claude Code, Codex, OpenCode 2 7 tok
Ghufrnainun/tempe-mail 🥢 Zero-config multi-domain disposable email/temp mail on Cloudflare Workers — HTML render 18 Codex, OpenCode 1 825 tok
edwnh/dqmc 18 Claude Code, Codex, OpenCode 7 1,920 tok
remarkablegames/setup-butler 🎩 Set up GitHub Actions with itch.io butler CLI 18 Codex, OpenCode 1 525 tok
pankajudhas81/pi-claude-auth 18 Claude Code, Codex, OpenCode 8 1,320 tok
quazardous/nelson-mcp 18 Codex, OpenCode 1 2,852 tok
Generous-Corp/pulp generouscorp.com Cross-platform audio plugin and application framework (in alpha). MIT licensed. 18 Claude Code, Codex, OpenCode 4 34,751 tok
Trustless-Work/trustlesswork-backoffice dapp.trustlesswork.com Backoffice for smart escrows 18 Claude Code, Codex 15
bayesimpact/bayes-platform bayesimpact.org 18 Claude Code, Codex, OpenCode 9 2,622 tok
guoxiucai/ohos-scrcpy-app Hongjing is a Scrcpy-like screen mirroring and development debugging tool for OpenHarmony 18 Claude Code, Codex, OpenCode 12 5,859 tok
buildkite/skills Official Buildkite skills for Claude Code, Cursor, and other AI coding agents 17 Claude Code, Codex, OpenCode 2 693 tok
CrowdStrike/fusion-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Fusion workflows: action discov 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,083 tok
microsoft/azure-sql-database-container This is the Azure SQL Database container image repository 17 Codex, OpenCode 1 666 tok
axelfreeman/voice-to-article axelfreeman.com 🎙️ Voice → Article: AI SEO copywriting pipeline. Dictate blog posts in Telegram, get SEO- 17 Codex, OpenCode 1 1,700 tok
c18229039407-arch/cutlin Cutlin - AI-Orchestrated Video Production Platform 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 271 tok
SourceLin/sourcelin-cloud-blog sourcelin.cn AI-native full-stack microservice blog platform | Spring Cloud Alibaba + Vue 3 | Built wit 17 Codex, OpenCode 1 2,895 tok
sandeepshekhar26/develop-anything 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,773 tok
AndreaGriffiths11/teamxray Human discovery through code analysis - VS Code extension that reveals team expertise. 17 Codex, GitHub Copilot, OpenCode 3 3,072 tok
hjqcan/GoodMemory npmjs.com Local-first, auditable memory layer for AI apps and coding agents — Codex, Claude Code, MC 17 Claude Code, Codex, OpenCode 2 3,320 tok
denysdovhan/agents A collection of custom skills for my workflows with AI-agents 17 Claude Code, Codex, OpenCode 2 528 tok
shane9coy/Agent-Skill-Architecture-Guide katana-agent.com A comprehensive reference for building and organizing AI agent skills across Claude Code, 17 Codex, OpenCode 1 2,387 tok
celados/mcpx Apple MCP tools ✅ 17 Codex, OpenCode 1 101 tok
mnvsk97/eyeroll mnvsk97.github.io AI eyes that roll through video footage — watch, understand, act 17 Claude Code, Codex, OpenCode 2 1,607 tok
risingwavelabs/risingwave-mcp go.risingwave.com RisingWave MCP Server. 17 Codex, OpenCode 1 578 tok
mikeprasad/aria-knowledge ariaknowledge.com Applied reasoning, persistent agent memory, context engineering, and human-governed trust 17 Claude Code, Codex, OpenCode 2 16,102 tok
kanopi/cms-cultivator kanopi.github.io A comprehensive Claude Code plugin providing specialized slash commands for Drupal and Wor 17 Claude Code, Codex, OpenCode 3 4,272 tok
M-Pineapple/warp-command-runner Give any chat AI a real terminal. Local stdio MCP for Warp, Claude Desktop, and other host 17 Claude Code, Codex, OpenCode 2 650 tok
Jed-Tech/spar-kit jed-tech.github.io Specify → Plan → Act → Retain: SPAR-kit is a lightweight workflow that helps AI agents ali 17 Codex, OpenCode 1 197 tok
enowdev/succubus Cross-agent coordination for AI coding agents. One daemon, one database — so multiple agen 17 Claude Code, Codex, OpenCode 2 502 tok
zpdcqu/langchain-skills-agent LangChain 1.0 Skills Agent 17 Claude Code, Codex, OpenCode 3 1,389 tok
abhichandra21/Promptheus abhichandra21.github.io Automated prompt engineering for efficient AI interactions | Interactive command-line inte 17 Claude Code, Codex, Gemini CLI, OpenCode 3 6,265 tok
ximihoque/kiwiskil KnowledgeBase, WiKi and Skills for AI agents of your codebase. 17 Claude Code, Codex, OpenCode 2 344 tok