How real projects configure their agents

43,636 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
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
Engine-Room-Games/after-effects-mcp npmjs.com Control Adobe After Effects with AI — describe the animation you want and it gets built: l 18 Claude Code 1 5,517 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
mosif16/codex-Skills 18 Claude Code 1 970 tok
atopile/packages packages.atopile.io First-party packages 📦 from atopile 18 Claude Code, GitHub Copilot 2 10,286 tok
jnarowski/agentcmd agentcmd.dev ✨ AI Code Workflow Orchestration Platform 18 Claude Code 37 2,657 tok
edwnh/dqmc 18 Claude Code, Codex, OpenCode 7 1,920 tok
jhlee111/ash_grant Permission-based authorization extension and dev tools for Ash Framework 18 Claude Code 4 2,546 tok
lightsparkdev/hurlicane If you have to ask, you're not ready 🌀 18 Claude Code 3 725 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
wrg32786/aigent-os theaigent.xyz aigent-OS gives Claude Code fully autonomous memory and context management. It remembers a 18 Claude Code 1 4,483 tok
quazardous/nelson-mcp 18 Codex, OpenCode 1 2,852 tok
narosemena/master-instructional-design A Claude skill embodying a 30-year veteran ID practitioner — 15 engagement modes, 31 refer 18 Claude Code, Gemini CLI 6 2,406 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
lilhammerfun/clumsies docs.clumsies.ai A persistent, observable, and collaborative memory infrastructure 18 GitHub Copilot 1 469 tok
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
microsoft/azure-sql-database-container This is the Azure SQL Database container image repository 17 Codex, OpenCode 1 666 tok
U-C4N/U-Pool Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and mod 17 Claude Code 1 842 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
rylsherdamz-rgb/stellar-forge stellarforge.xyz A Stellar-native developer bounty & escrow marketplace. Fund software work in XLM/USDC, he 17 Claude Code 1 3,019 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
hallboys/MCP4Acumatica MCP Server for Acumatica ERP 17 Claude Code 1 25,309 tok
VibeTensor/attestix attestix.io Attestix - Attestation Infrastructure for AI Agents. DID-based agent identity, W3C Verifia 17 Claude Code 1 43 tok
irahardianto/qurio Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositorie 17 Gemini CLI 6
QmQsun/Bloomberg-MCP Enhanced MCP server for Bloomberg Terminal — BDP/BDH/BDS/BQL/TA with 18 tools, caching, an 17 Claude Code 1 5,154 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
abra5umente/api-proxy a small python container that lets you proxy requests from claude's cloud container throug 17 Claude Code 1 321 tok
andrew-hernandez-paragon/code-graph-context npmjs.com A Model Context Protocol (MCP) server that builds rich code graphs to provide deep context 17 Claude Code 1 2,330 tok
restarter/lets-workflow A Claude Code plugin for a structured dev workflow — 14 expert agents, code review, planni 17 Claude Code 4 14,283 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
SneezeGUI/Hybrid-CLI-Agent Multi-agent CLI orchestrator combining Claude Code, Gemini CLI, and OpenRouter. 17 Claude Code 1 5,590 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
WrathZA/skillforge Quality-gated skill authoring for Claude Code. Build, judge, and ship skills that earn the 17 Claude Code 1 1,185 tok
HarKro753/claude-copy officeos.co Copy any reference pixel perfect in mintes 17 Claude Code 4 681 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
anandmt/deja npmjs.com Claude Code forgets everything between sessions. deja fixes that. 17 Claude Code 1 1,710 tok
civitai/civitai-gen-skill Generate images, video, audio and more via Civitai's orchestration API — a runtime-agnosti 17 Claude Code 1 2,628 tok