How real projects configure their agents

24,815 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
H-Ali13381/tier-1-2-3-skill-system Tier 1/2/3 system for designing agent skills. 7 Codex, OpenCode 1 195 tok
hellogxp/skill-runtime-intelligence Evidence-graded runtime panorama and diagnosis for Agent Skills 7 Codex, OpenCode 1 270 tok
Marsmanleo/MarsNMe marsnme.com Agent-agnostic AI memory MCP — never forget a conversation again 7 Codex, OpenCode 1 643 tok
dmytri/shipshape skills.sh Shipshape is a context-isolated spec-driven development workflow for coding agents. Specs 7 Codex, OpenCode 1 1,623 tok
memi-design/design-skills Practical design judgment for AI coding agents: 94 governed skills for craft, research, ge 7 Codex, OpenCode 1 237 tok
liyading1818/obsidian-llm-wiki Karpathy LLM Wiki for Obsidian: LLM-maintained knowledge base + Cursor agent skills (wiki, 7 Codex, OpenCode 1 2,794 tok
snapsynapse/skill-provenance skillprovenance.dev Version identity and integrity verification for Agent Skills. Tracks versions, detects sta 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,382 tok
altertable-ai/skills altertable.ai Agent Skills for Altertable 7 Codex, OpenCode 1 1,813 tok
otto-haus/otto otto.haus Your agents forget every correction. otto makes them stick. 7 Codex, OpenCode 1 2,449 tok
JasonCodeMaker/Agentic-Research-Control-Panel Local control plane for governed AutoResearch in real repos: human-approved scope, live ex 7 Claude Code, Codex, OpenCode 2 1,894 tok
AytuncYildizli/yapitalism Drive terminal coding agents by voice, with receipts that never claim more than they prove 7 Claude Code, Codex 1 —
dasein108/yt-mem-ai pypi.org A local YouTube memory for your AI assistant — transcribe, remember, summarize. CLI + MCP 7 Claude Code, Codex, OpenCode 2 4,919 tok
devrimcavusoglu/skern skern.dev Mass Skills Manager for Agents on AI Driven Development 7 Claude Code, Codex, OpenCode 2 4,389 tok
alo-exp/silver-bullet sb.alolabs.dev Agentic Process Orchestrator (APO) — maximize AI-driven Dev Process Reliability at 10x low 7 Claude Code, Codex, OpenCode 4 5,126 tok
lesliebiubiubiu/agent-context-kb-skill Lightweight, agent-facing routed knowledge base skill that gives coding agents durable pro 7 Claude Code, Codex, OpenCode 2 802 tok
memi-design/design-sandbox memoire.cv memi-ready Next.js, Tailwind, shadcn, MCP, and Agent Skills sandbox for interface understa 7 Claude Code, Codex, OpenCode 3 311 tok
janmaaarc/basecamp A production-ready setup for Claude Code and Codex. Shared coding rules, per-project memor 7 Claude Code, Codex, OpenCode 2 7,100 tok
NEXPACE-Limited/msu-skills nexpace-limited.github.io Agent Skills for MapleStory Universe — a SKILL.md catalog for MSU builders. Works with Cla 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,957 tok
normalled/apijack Generate full-featured CLIs with workflow automation from any OpenAPI spec 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,648 tok
celanthe/clarion kiranoliver.com Your agents have things to say. Now they have a voice to say them with. 7 Claude Code, Codex 22 1,385 tok
mzored/superpowers-cc-to-codex Claude orchestrates, Codex executes. Combines Claude's judgment with GPT's speed for codin 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,546 tok
Dan-Cleary/convalytics convalytics.dev Simple analytics for Convex projects 7 Claude Code, Codex, OpenCode 7 206 tok
n0zer0d4y/chronos-protocol glama.ai A robust MCP server that eliminates temporal blindness in AI coding agents through intelli 7 Codex, OpenCode 1 353 tok
yumeiriowl/repo-graphrag-mcp An MCP server that uses LightRAG and Tree-sitter to build a repository knowledge graph fro 7 Codex, OpenCode 1 1,315 tok
eugeneyvt/logseq-mcp-server npmjs.com Model Context Protocol server for Logseq knowledge base integration with AI assistants 7 Claude Code, Codex, Cursor, OpenCode 3 5,695 tok
marcomq/mq-bridge-app marcomq.github.io Bridge between multiple MQ message queues and streams like nats or kafka 7 Codex, OpenCode 1 1,851 tok
steve-magne/hookstack hookstack.app Claude Code hooks catalogue — production-ready hooks for Claude Code, OpenAI Codex & GitHu 7 Claude Code, Codex, OpenCode 28 9,006 tok
AndreasKarz/Vibe-Coding-Dev-Setup linkedin.com This repository contains a complete developer setup for .NET backend vibe coding with GitH 7 Claude Code, Codex, GitHub Copilot 28 2,239 tok
taniwhaai/arai arai.taniwha.ai Your AI assistant reads CLAUDE.md and ignores it anyway. Ārai makes instruction files enfo 7 Claude Code, Codex, OpenCode 11 5,060 tok
mrosnerr/open-zk-kb Shared, persistent memory for AI assistants, built on the Zettelkasten method 7 Codex, OpenCode 1 3,847 tok
jpwang1208/find-skills-x AI-powered skill discovery tool for finding and recommending agent skills across 8+ platfo 7 Codex, OpenCode 1 229 tok
aplaceforallmystuff/mcp-tailscale MCP server for managing your Tailscale network (tailnet) through Claude Code and other MCP 7 Claude Code, Codex, Gemini CLI, OpenCode 3 448 tok
hifriendbot/cogmemai-mcp hifriendbot.com CogmemAi: the safe memory that keeps Ai in line. Remembers across sessions, enforces your 7 Claude Code, Codex, OpenCode 8 2,840 tok
the-efficacious/commandsuite docs.commandsuite.io Turn AI agents into team members: assign objectives with a definition of done, talk in cha 7 Claude Code, Codex, OpenCode 2 114 tok
cyanseek/dsh-landscape Agent-first DeepSeek Harness plugin intelligence: verify existing plugins, identify missin 7 Codex, OpenCode 1 190 tok
criznguyen/SDLC 7 Claude Code, Codex, OpenCode 2 1,069 tok
fortunto2/prefect-mcp-server MCP server for interacting with the Prefect API 7 Codex, Cursor, OpenCode 2 652 tok
ldastey-dev/agentic-context AI coding agent instructions and assessment playbooks 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,501 tok
joseikininsight-hue/sales-claw-ts Automated B2B company outreach via web contact forms — TypeScript port (Electron main + da 7 Claude Code, Codex, OpenCode 2 11,191 tok
bunhine0452/Ocul-PM oculpm.com Local-first AI project manager (AI PM) for AI coding agents — auto-journals, verifies & or 7 Claude Code, Codex, OpenCode 2 6,609 tok
cheolwanpark/codex-client pypi.org claude-code-sdk style wrapper around the Codex CLI for programmatic automation. 7 Codex, OpenCode 1 354 tok
MattFlower/tempest gotempest.net Tempest is a macOS Desktop Application for Claude, Codex, and Pi that helps maintain your 7 Claude Code, Codex, OpenCode 5 897 tok
alsi-lawr/agent-term.nvim Run agentic TUIs inside Neovim with persistent float/panel views and editor-context helper 7 Codex, OpenCode 1 1,321 tok
ttiee/nonebot-plugin-codex A NoneBot plugin for driving Codex CLI through Telegram 7 Codex, OpenCode 1 539 tok
klimentij/klimkit Agentic engineering across machines, under control. 7 Claude Code, Codex, OpenCode 2 498 tok
fabianfreund/actly-editor Agentic coding — build your app in a desktop workspace designed for planning, building, an 7 Claude Code, Codex, OpenCode 2 782 tok
DanWahlin/zingit danwahlin.github.io UI annotation tool for AI Assistants (Claude, Copilot, Codex) 7 Codex, OpenCode 1 3,239 tok
tellang/triflux npmjs.com CLI-first multi-model orchestrator — routes tasks to Codex, Gemini, and Claude 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,376 tok
paultyng/testagent Deterministic fake of the claude and codex CLIs. Test hooks and orchestrator integrations 7 Claude Code, Codex, OpenCode 5 2,201 tok
ai-creed/ai-cortex ai-creed.dev Structural code intelligence and persistent memory for AI coding agents, served over MCP ( 7 Claude Code, Codex, OpenCode 1 1,122 tok