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
bjesuiter/opencode-acp-skill A skill developed for clawdbot to control opencode via ACP (Agents Communication Protocol) 20 Codex, OpenCode 1 1,768 tok
gtesei/agentic_design_patterns Agentic AI Design Patterns 20 Codex, OpenCode 1 3,822 tok
Doctor-wu/agent-im-relay A platform-agnostic bridge that connects AI agents to instant messaging platforms. 20 Claude Code, Codex, OpenCode 2 896 tok
MHW888888/aegisloop Local Codex control with bounded runs, crash recovery, and auditable results. Optional Cha 20 Codex, OpenCode 1 393 tok
satasuk03/thai-personal-finance-planner An Agent skill that turns AI into a personal financial planner for Thailand — Thai tax (ภง 20 Claude Code, Codex, OpenCode 2 4,732 tok
RobSpectre/mvf1 A Python package and command line interface to control video players for MultiViewer For F 20 Claude Code, Codex, OpenCode 2 1,214 tok
nokia/mcp-redfish 20 Codex, GitHub Copilot, OpenCode 2 4,668 tok
yourbuddyconner/valet Self-hosted background coding agents with full dev environments. 20 Claude Code, Codex, OpenCode 2 7,797 tok
oeftimie/vv-claude-harness This is my Claude Code harness, a combination between Anthropic's guidelines for long runn 20 Claude Code, Codex, OpenCode 6 1,768 tok
sam-agents/sam SAM - Autonomous TDD agent system for Claude Code, Cursor, Gemini CLI, GitHub Copilot, and 20 Claude Code, Codex, OpenCode 10 2,782 tok
hereisSwapnil/memwiki A persistent memory protocol for AI coding agents that gives projects a shared, markdown b 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 680 tok
atomantic/UEMCP Python Unreal Engine Plugin and Node.js MCP Server 20 Claude Code, Codex, OpenCode 6 1,656 tok
oneworks-ai/app oneworks.cloud One Works application monorepo for AI agents, plugins, desktop, web, CLI, and Relay. 20 Codex, OpenCode 1 6,793 tok
pluginslab/wp-agentic-kit pluginslab.com Starter kit for agentic WordPress development. CLAUDE.md/AGENTS.md templates, the wordpres 20 Claude Code, Codex, OpenCode 8 3,997 tok
ironlint/ironlint Agentic-native linting tool to enforce deterministic quality gates 20 Claude Code, Codex, OpenCode 2 1,745 tok
kriasoft/mcp-client-gen medium.com Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth 2.1 and mul 20 Claude Code, Codex, OpenCode 2 1,782 tok
beyond5959/acp-adapter Bridging Codex , Claude Code and Pi to Agent Client Protocol (ACP) with Go. 20 Claude Code, Codex, OpenCode 2 2,572 tok
SkeneTechnologies/plg-skills 20 Codex, GitHub Copilot, Cursor, OpenCode 3 596 tok
grafana/grafana-cube-datasource grafana.com A Grafana data source plugin that brings semantic layer analytics via Cube. Define metrics 20 Codex, Cursor, OpenCode 2 997 tok
HWYD/ai-mind An AI Native Runtime Skeleton that continuously evolves by version. It starts with a local 20 Claude Code, Codex, OpenCode 17 3,698 tok
shutootaki/gwm Git worktree manager cli. Switch Git contexts with zero friction. Review pull requests, cr 20 Claude Code, Codex, OpenCode 6 1,160 tok
alicomert/pixcode Self-hosted AI coding agent control plane — Claude Code, Codex, Gemini CLI, Cursor, Qwen & 20 Codex, OpenCode 1 3,371 tok
cyanheads/toolkit-mcp-server npmjs.com Generate random IDs, QR codes, and hashes, encode and decode values, and geolocate IPs, pl 20 Claude Code, Codex, OpenCode 2 17,918 tok
veryfront/veryfront-code veryfront.com Full-stack framework for building AI apps and agents with TypeScript and React. Works with 20 Claude Code, Codex, OpenCode 9 4,626 tok
romiluz13/pi-agent-skills 20 Codex, OpenCode 1 584 tok
workato-devs/recipe-skills Connector-specific knowledge for AI coding agents building Workato recipes. Datapill synta 20 Claude Code, Codex, OpenCode 8 1,061 tok
BoxLogoDev/sapstack Universal SAP skills and agents for Claude Code — FI, CO, TR, MM, SD, PP, HCM, SFSF, ABAP, 20 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 11 15,008 tok
natnew/awesome-ai-scientists natnew.github.io A curated collection of resources for building “AI Scientist” systems: AI that assists sci 20 Claude Code, Codex, OpenCode 2 4,164 tok
lestrrat-ai/claude-code-plugins 20 Claude Code, Codex, OpenCode 2 4,025 tok
viteinfinite/sync-skills Synchronize agent skill definitions between .claude and .codex directories 20 Claude Code, Codex, OpenCode 12 277 tok
ilgizar-valiullin/mcp-web-hound npmjs.com Unified MCP search server with 8 providers, caching, reranking, and rate limits 20 Codex, OpenCode 1 519 tok
hjqcan/GoodMemory npmjs.com Local-first, auditable memory layer for AI apps and coding agents — Codex, Claude Code, MC 20 Claude Code, Codex, OpenCode 2 3,320 tok
shane9coy/Agent-Skill-Architecture-Guide katana-agent.com A comprehensive reference for building and organizing AI agent skills across Claude Code, 20 Codex, OpenCode 1 2,387 tok
PrunaAI/pruna-skills dashboard.pruna.ai Agent skills and plugins to give your agents access to Pruna API and generation workflows. 20 Codex, OpenCode 1 1,105 tok
risingwavelabs/risingwave-mcp go.risingwave.com RisingWave MCP Server. 20 Codex, OpenCode 1 578 tok
donnfelker/loop-skills Autonomous, self-re-prompting agent loops for Claude Code — packaged as independently-inst 20 Claude Code, Codex, OpenCode 2 1,262 tok
j4th/mtg-mcp-server Unified MCP server composing Scryfall, Commander Spellbook, 17Lands, EDHREC, Moxfield, Spi 20 Claude Code, Codex, OpenCode 28 4,668 tok
epicsagas/epic-harness epicsagas.github.io Multi-tool AI agent harness — 22 skills, self-evolving engine, unified memory, autonomous 20 Claude Code, Codex, OpenCode 3 4,815 tok
ZenMux/skills ZenMux Skills Repo 20 Claude Code, Codex, OpenCode 2 1,286 tok
ashlrai/phantom-secrets phm.dev Stop AI coding agents from leaking your API keys. Local proxy + MCP that swaps real secret 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,553 tok
ChouChiu/heya-skill hs.wwchun.top In-depth analysis based on Bilibili creator Heya's video titles, teaching AI to learn Heya 20 Codex, OpenCode 1 1,318 tok
hypercycle-development/mosaic-companion Open desktop runtime for AI agents, tools, and integrations — MCP servers, sandboxed WASM 20 Codex, OpenCode 1 2,534 tok
Azure/azure-functions-skills A repository for Azure Functions skills, prompts, and reusable definitions to support agen 20 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,310 tok
redhat-developer/rhdh-skills Claude Code skill for RHDH plugin lifecycle management 20 Claude Code, Codex, OpenCode 2 2,272 tok
jrollin/cartog cartog.dev Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, pri 20 Claude Code, Codex, OpenCode 2 14,264 tok
higebu/3gpp-mcp 20 Claude Code, Codex, OpenCode 2 3,112 tok
jamarpl21/prawo-pl-eli Prawo polskie i UE oraz orzecznictwo z oficjalnych źródeł — 8 skilli (Agent Skills) dla Cl 20 Codex, OpenCode 1 599 tok
davertor/take-notes Turn a YouTube video or a web article into didactic study notes, rendered as a self-contai 20 Codex, OpenCode 1 779 tok
tyql688/sessionview Browse, search, resume and manage your AI coding sessions in one local desktop app. (Claud 20 Claude Code, Codex, OpenCode 4 2,360 tok
patchloom/patchloom patchloom.github.io Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a g 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 10,152 tok