How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Rai220/my-health-public Personal health record system in Markdown with AI assistant support 26 Codex, OpenCode 1 3,431 tok
vitotafuni/bemyagent BEMYAGENT is a lightweight, self-bootstrapping protocol designed to initialize AI-assisted 26 Codex, OpenCode 1 16 tok
AyobamiH/openclaw-operator ayobamih.github.io Self-hosted AI operations control plane built on OpenClaw. 26 Codex, GitHub Copilot, OpenCode 2 2,256 tok
DeprecatedLuke/oh-my-singularity A task based orchestration TUI for oh-my-pi agent harness enabling highly parallel agentic 26 Codex, OpenCode 1 3,633 tok
Leobai03/tc leobai825.icu TC Tian Ce startup problem-solving system: first turns messy narratives into the real prob 26 Codex, OpenCode 1 531 tok
WizTheAgent/IronMesh ironmesh.org Local-first, end-to-end encrypted agent-to-agent mesh protocol. Zero-config LAN + LoRa. Ru 26 Codex, OpenCode 1 1,853 tok
deeheber/job-search-agent An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt 26 Claude Code, Codex, OpenCode 2 126 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 26 Codex, GitHub Copilot, OpenCode 2 3,441 tok
maximskorohod/memohood Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM f 26 Codex, OpenCode 1 1,318 tok
rehiy/isrvd isrvd.rehiy.com All-in-one server management tool built with Go + Vue 3, providing full-stack operations c 26 Codex, OpenCode 1 10,311 tok
joelhooks/atproto-agent-network ⚡ AT Protocol concepts on Cloudflare primitives — decentralized agent identity, memory, an 26 Claude Code, Codex, OpenCode 11 3,740 tok
shangyankeji/zhixun xiaoguan.syhub.net An AI-driven system for cultivating top salespeople and helping socially anxious people de 26 Codex, OpenCode 1 3,092 tok
eduardocornelsen/full-funnel-ai-analytics Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. 26 Claude Code, Codex, OpenCode 8 4,376 tok
upex-galaxy/agentic-qa-boilerplate upex-galaxy.github.io Agentic QA boilerplate built on Playwright + KATA + TypeScript. Multi-agent skills followi 26 Claude Code, Codex, OpenCode 6 5,137 tok
DarrenBenson/sdlc-studio Claude Code skill for managing the full software development lifecycle 26 Claude Code, Codex, OpenCode 2 1,852 tok
getsentry/sentry-agent-skills 26 Codex, OpenCode 1 1,546 tok
iannuttall/seo-graph Agent-ready SEO for JavaScript — schema.org JSON-LD graph builders, deterministic agent ma 26 Claude Code, Codex, OpenCode 2 21,736 tok
cyril0124/verilua cyril0124.github.io Verilua: An Open Source Versatile Framework for Efficient Hardware Verification and Analys 26 Claude Code, Codex, OpenCode 3 3,347 tok
sambitcreate/Swift-Foundation-Models-Skills A collection of Agent Skills for building iOS/macOS applications with Apple's Foundation M 26 Codex, OpenCode 1 1,534 tok
srwang0506/HatchPet-CapybaraLulu A lively Capybara Lulu desktop pet for Codex, with smooth expressive animation, task-aware 26 Claude Code, Codex, OpenCode 2 371 tok
Alignbase/filegrc filegrc.com Git & file-based SOC 2 26 Codex, OpenCode 1 4,998 tok
sean-galloway/RTLDesignSherpa sean-galloway.github.io This site is hopefully a springboard for others to learn about coding in System Verilog an 26 Claude Code, Codex, OpenCode 34 6,872 tok
eunsanMountain/atlassian-skills pypi.org Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in altern 26 Claude Code, Codex, OpenCode 2 2,007 tok
rxdt/loopgate_harness A repo-native coding-agent loop harness for Claude, Codex, Copilot, and other CLI agents. 26 Codex, OpenCode 1 789 tok
remyxai/outrider studio.remyx.ai Coding-agent harness for continuous contribution — discovers, implements & validates your 26 Claude Code, Codex, GitHub Copilot, OpenCode 10 2,562 tok
mcpmux/mcp-mux mcpmux.com Configure MCP servers once, connect every AI client through a single local gateway 26 Claude Code, Codex, OpenCode 2 4,434 tok
arcprime-ip/patent-prompts 26 Codex, OpenCode 1 572 tok
arozumenko/sdlc-skills SDLC agents and skills for Claude Code, Cursor, Windsurf, Copilot 26 Claude Code, Codex, Gemini CLI, OpenCode 3 5,474 tok
Falkicon/Mechanic In-game development hub for World of Warcraft addon developers. Centralizes debugging, tes 26 Claude Code, Codex, OpenCode 29 4,737 tok
gromhacks/bonsai-ninja 🥷 Give your codebase a black belt. Local code intelligence, security analysis, and compil 26 Claude Code, Codex, OpenCode 2 6,225 tok
amyotoff/open-pipi Open-source, token-frugal agents for real teams — private memory, shared packs, your hardw 26 Claude Code, Codex, OpenCode 2 486 tok
bloom-directory/bloom bloom.directory Agent-native finance starts with your filesystem. 26 Codex, OpenCode 1 952 tok
gjsify/gjsify gjsify.org The full JavaScript ecosystem, native on GNOME 26 Claude Code, Codex, OpenCode 4 1,780 tok
johannesPettersson80/scena docs.rs Rust-native 3D scene-graph renderer for glTF/GLB, WebGPU/WebGL2, WASM, and headless render 26 Claude Code, Codex, OpenCode 17 8,457 tok
MattArtzAnthro/gephi-ai mattartz.me Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP se 26 Claude Code, Codex, Gemini CLI, OpenCode 3 3,092 tok
Elio-Liu/JoinQuant-QMT-Trader JoinQuant-QMT-Trader is a lightweight quantitative trading middleware that connects the Jo 26 Codex, OpenCode 1 8,882 tok
SAP/astonish sap.github.io Multi-tenant AI agent platform for teams: Studio, CLI, shared memory, reusable flows, gene 26 Claude Code, Codex, OpenCode 2 2,387 tok
camunda/skills camunda.com Camunda AI Agent skills 26 Claude Code, Codex, OpenCode 2 1,833 tok
giang6283623/minimal-vibe-coding-kit A lightweight, reusable kit of shared rules, skills, and agent/command prompts for AI-assi 26 Claude Code, Codex, OpenCode 3 2,420 tok
davisjam/model-based-agentic-software-engineering davisjam.github.io Book, website, and skills for MAGE: the Model-Based Agentic Software Engineering framework 26 Claude Code, Codex, OpenCode 2 29,298 tok
SamG-Coder/ThreeBrowserStudio LLM-first Three.js WebGPU scene and animation authoring with a persistent native viewport 26 Codex, OpenCode 1 397 tok
PranavNagrecha/AwesomeSalesforceSkills pranavnagrecha.github.io Salesforce AI skill library: 1,040 skill packages, 70 run-time agents and an MCP server th 26 Claude Code, Codex, OpenCode 2 6,875 tok
DeliciousBuding/codex-browser-bridge Expose the ChatGPT desktop app's browser bridge (formerly Codex Desktop) as an MCP server 26 Codex, OpenCode 1 2,159 tok
icoretech/warden-mcp x.com 🔐 Vaultwarden / Bitwarden MCP server for credential-aware AI agents 26 Codex, OpenCode 1 223 tok
desplega-ai/agent-fs agent-fs.dev A persistent, searchable filesystem for AI agents. 26 Claude Code, Codex, OpenCode 2 2,526 tok
marianfoo/sap-mcp-servers Monorepo for SAP MCP servers (API Hub, Road Map Explorer, SAP Notes) and their shared SAP 26 Claude Code, Codex, OpenCode 2 2,698 tok
SoMarkAI/skills AI skill for parsing PDF, images, Word & PPT into Markdown/JSON via SoMark API. Works with 26 Claude Code, Codex, OpenCode 2 3,859 tok
mikrotik-mcp/mikrotik-mcp mikrotik-mcp.usestrict.dev A Bun-native MCP server that turns one or more MikroTik routers into +980 tools your AI ca 26 Claude Code, Codex, OpenCode 34 4,769 tok
jondwillis/kuluu-ffxi A faithful, open-source FINAL FANTASY XI client — rebuilt in Rust + Bevy 26 Claude Code, Codex, OpenCode 24 8,777 tok
github/spec-kit-copilot Copilot-native integrations for Spec Kit across GitHub Copilot CLI, the Copilot App, and V 26 Codex, OpenCode 1 3,008 tok