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
yeet-src/agent-lock Confine an AI coding agent to one directory with a BPF-LSM program, and watch every escape 42 Codex, OpenCode 1 7,310 tok
smcronin/uspto-cli Agent-ready CLI for the USPTO Open Data Portal API 42 Claude Code, Codex, OpenCode 2 1,577 tok
theam/limina Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, ex 42 Claude Code, Codex, OpenCode 7 2,170 tok
demml/opsml docs.demml.io AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registrie 42 Claude Code, Codex, OpenCode 5 6,068 tok
OhadAssulin/headless-coder-sdk Unified SDK for headless AI coders (Codex, Claude, Gemini) 42 Claude Code, Codex, OpenCode 2 1,313 tok
ziya-ai/ziya Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, archite 42 Claude Code, Codex 2 —
MonadWorks/agentify Agent Interface Compiler — One command. Every agent speaks your product. Transform OpenAPI 42 Claude Code, Codex, OpenCode 2 2,479 tok
OpenLinkSoftware/ai-agent-skills OPAL AI Agent Skills Collection (Skills.md Compliant) 42 Codex, OpenCode 1 5,297 tok
xorbitsai/xrouter-llm A prompt-aware LLM router that predicts which models can complete each request, then selec 42 Claude Code, Codex, OpenCode 2 6,964 tok
Snowflake-Labs/snowflake-ai-kit Snowflake AI Kit: Cortex Code plugin for automatic Snowflake routing, envelope-based permi 42 Claude Code, Codex, OpenCode 1 1,366 tok
olgasafonova/SkillCheck-Free Validate Claude Code skills against the agentskills specification (Free tier) 42 Codex, OpenCode 1 1,229 tok
untra/operator operator.untra.io 📞 Operator! Multi-agent orchestration application for AI assisted kanban shaped software 42 Claude Code, Codex, OpenCode 5 4,082 tok
trsdn/mcp-server-ppt PowerPoint MCP server and CLI for safe Microsoft PowerPoint automation via the native COM 42 Codex, GitHub Copilot, OpenCode 17 43,385 tok
bitbitcodes/autonomous-sdlc 52 AI agents orchestrating complete SDLC with governance, cost optimization, and phase cus 42 Codex, OpenCode 1 2,310 tok
procoders/superpowers-v amiainative.dev Compound V is a multi-model orchestrator for Claude Code, layered on Superpowers: a determ 42 Claude Code, Codex, OpenCode 3 2,301 tok
marshall0524/everythingclaudecode 42 Claude Code, Codex, OpenCode 50 2,001 tok
artemnovichkov/skills skills.sh Collection of Claude Code plugins for enhanced development workflows. 42 Claude Code, Codex, OpenCode 1 496 tok
KBRmau/linkedin-resume-optimizer Skill de otimização de LinkedIn e currículo, usável em Claude Code, Cursor e Codex 42 Claude Code, Codex 2 —
mcp-box/mcpscore mcpscore.dev Lighthouse for MCP — score any MCP server 0–100. 42 Claude Code, Codex, OpenCode 2 1,412 tok
lennix1337/Genexus18MCP npmjs.com GeneXus MCP server with native SDK support for GeneXus 16–18 plus basic legacy compatibili 42 Claude Code, Codex, Gemini CLI, OpenCode 11 7,734 tok
warpforgehq/warpforge warpforge.app Local-first desktop command center for Claude Code, Codex, OpenCode, and other coding agen 42 Claude Code, Codex, OpenCode 2 2,678 tok
DVNghiem/FlowDeck AI-powered multi-agent workflow orchestration with built-in safety intelligence for OpenCo 42 Claude Code, Codex, OpenCode 2 3,355 tok
tsuru0805/llm-nursery Parenting Simulator: Raise a small language model as a child—feed it data, deal with midni 42 Codex, OpenCode 1 4,881 tok
tale-project/tale tale.dev Open-source project workspace for teams and AI agents. Assign tasks, coordinate agents in 42 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,728 tok
dawsonpar/SetOptics 42 Codex, OpenCode 1 1,241 tok
ningzimu/awesome-skills Curated collection of useful AI agent skills 42 Claude Code, Codex, OpenCode 2 174 tok
ufna/VaCuus vacuus.ufna.dev Game UI in HTML/CSS for Unreal Engine, rendered off the game thread — RmlUi + QuickJS on a 42 Claude Code, Codex, OpenCode 5 6,452 tok
sbroenne/mcp-server-powerpoint powerpointmcpserver.dev Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, 42 Claude Code, Codex, GitHub Copilot, OpenCode 10 8,001 tok
DamonZS/PE-reverse-skill A general-purpose cross-platform reverse-engineering tool covering active Web intrusion, W 42 Codex, OpenCode 1 4,421 tok
jan-bogaerts/md2 jan-bogaerts.github.io Plan, run, and track AI coding work feature by feature—with local Markdown cards, diagrams 42 Claude Code, Codex 6 —
bacnh85/pi-extensions Pi coding agent extension packages — tools, skills, and integrations. 42 Codex, OpenCode 1 2,109 tok
cyj0920/jlink_mcp A powerful Model Context Protocol (MCP) server for J-Link debuggers that provides comprehe 42 Codex, OpenCode 1 2,567 tok
xelis-project/xelis-genesix-wallet Genesix is a unique and easy-to-use GUI wallet for XELIS available on Windows, Linux, Andr 42 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,252 tok
zcaudate-xyz/foundation-base zcaudate.xyz core libs and utilities 42 Codex, Gemini CLI, OpenCode 2 21,482 tok
TEN-framework/portal theten.ai Official website of TEN, built on top of Fumadocs 42 Claude Code, Codex, OpenCode 6 1,342 tok
Tenon-Net/TenonAdmin tenon.52moyu.net A zero-config, extensible ASP.NET Core admin system with RBAC, data permissions, and NuGet 42 Claude Code, Codex, OpenCode 2 3,744 tok
putervision/state-memory-mcp statememorymcp.com Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks 41 Claude Code, Codex, GitHub Copilot, Windsurf 10 74,369 tok
accretional/collector Collector is an ORM, CRUD server, and distributed programming project using protobufs, grp 41 Codex, OpenCode 1 1,840 tok
ChrisTitusTech/titusbooks I hate quickbooks, I'm making my own self-hosted all data never leaves local network. 41 Codex, OpenCode 1 1,477 tok
rickywo/Formic AI-powered task manager that turns goals into shipped code. Orchestrates Claude Code, Copi 41 Claude Code, Codex, OpenCode 2 12,325 tok
GraflowAI/graflow graflow.ai Composable Python framework for LLM agent workflows focused on simplicity and developer ex 41 Claude Code, Codex, OpenCode 3 4,646 tok
noahsaso/my-pi my pi! 41 Codex, OpenCode 1 1,814 tok
wentout/mnemonica abstract technique that aids information retention : instance inheritance system 41 Codex, OpenCode 1 5,386 tok
tidal-music/tidal-sdk-ios TIDAL SDK for iOS 41 Claude Code, Codex, OpenCode 4 1,036 tok
ashtanko/kotlin-app-template 🚀 Kotlin Project Template: A ready-to-use template with GitHub Actions, Detekt, Ktlint, K 41 Claude Code, Codex, OpenCode 4 2,154 tok
cexll/claude-code-env Claude Code Multi-Environment Setup Manager 41 Claude Code, Codex, OpenCode 2 2,352 tok
snakeying/Synapse Multi-model AI workflow: Claude & Gemini draft code, Codex reviews and applies—safe, gated 41 Codex 1 —
DeevsDeevs/agent-system Just a set of claude/codex/pi skills to be 10x Deevs' engineer 41 Codex, OpenCode 1 197 tok
kevbite/CompaniesHouse.NET A simple .NET client wrapper for CompaniesHouse API 41 Codex, OpenCode 1 1,930 tok
arturseo-geo/llm-knowledge-base thegeolab.net A schema standard for LLM-compiled personal knowledge bases. AGENTS.md spec, templates, wo 41 Codex, OpenCode 1 3,028 tok