How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
KevinRabun/judges MCP server with specialized judges to evaluate AI-generated code for security, cost, scala 7 GitHub Copilot 5 6,029 tok
Komdosh/komnet npmjs.com Git-backed message bus for AI coding agents — Claude Code, Cursor and Codex coordinate asy 7 Claude Code 1 2,458 tok
Marsmanleo/MarsNMe marsnme.com Agent-agnostic AI memory MCP — never forget a conversation again 7 Codex, OpenCode 1 643 tok
armelhbobdad/oh-my-skills armelhbobdad.github.io Curated collection of agentskills.io-compliant, version-pinned agent skills — generated an 7 Claude Code 1 1,247 tok
chrisgagne/grounded-forge Project once, retrieve distillations, create tools: a pre-loading retrieval architecture a 7 Claude Code, Codex, OpenCode 4 4,773 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
pitlane-ai/pitlane Race a baseline vs a skill or MCP on real tasks. Hard checks show if it got better, faster 7 Codex, OpenCode 1 287 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
mblode/ghostwriter Draft messages that read as you wrote them, not as a model did. 7 Claude Code, Codex, OpenCode 2 336 tok
deancourse/user-dot-agents Centralized version-controlled Claude Code user-level settings (skills / hooks / settings. 7 Claude Code 1 522 tok
yegor256/dogent Command line linter for your agentic manifestos, like SKILL.md and CLAUDE.md 7 Claude Code 1 306 tok
teamtinvio/jaz-ai jaz.ai Complete agent stack for Jaz. Plugins, Skills, MCP tools, and CLI for Claude Code, Cowork, 7 Claude Code, Codex, OpenCode 1 632 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 2,306 tok
netresearch/typo3-docs-skill Agent Skill for creating and maintaining TYPO3 extension documentation | Claude Code compa 7 Codex, OpenCode 1 928 tok
altertable-ai/skills altertable.ai Agent Skills for Altertable 7 Codex, OpenCode 1 1,577 tok
OpenLatch/saferskills saferskills.ai Every AI skill, independently scanned. Public, open-source trust scoring for skills, MCP s 7 Claude Code 5 2,592 tok
hani-q/qstack A personal stack of agent skills for reviewable planning, disciplined execution, and durab 7 Codex, OpenCode 1 512 tok
CodandoTV/awesome-ai-coding-assistants-playbook A centralized map of references for configuring AI coding assistants — skills, instruction 7 Claude Code 1 831 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
AgentiaPT/vela-slides agentiapt.github.io Vela Slides - AI Powered presentation App and Agent Skill 7 Claude Code 4 5,169 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
L-X-T/ng-agentic A practical Angular workspace starter with modern best practices, AI-ready tooling, and sc 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,522 tok
devrimcavusoglu/skern skern.dev Mass Skills Manager for Agents on AI Driven Development 7 Claude Code, Codex, OpenCode 2 4,389 tok
Victory-7291/project-scaffold-setup-skills Reusable agent skills for scaffolding C++ and embedded projects 7 Codex, OpenCode 1 995 tok
narumiruna/gurume narumiruna.github.io Python CLI, TUI, and MCP server for searching Japanese restaurants on Tabelog 7 Claude Code, Codex, OpenCode 2 1,035 tok
iltempo/two-cents Unsolicited opinions for Claude Code — pick one and every answer gets an extra take nobody 7 Claude Code 1 253 tok
jeffrigby/somepulp-agents Claude Code plugin providing AI-powered agents for code auditing, research, and multi-mode 7 Claude Code 1 2,976 tok
cryndoc/polisade-orchestrator Autonomous development framework for Claude Code, Qwen CLI, GigaCode CLI and opencode — /p 7 Claude Code 1 444 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 5,490 tok
zhebil/claude-code-plugins Claude Code plugin marketplace with developer productivity hooks 7 Claude Code 1 1,954 tok
DanielC000/loom danielc000.github.io Orchestrate a fleet of real Claude Code agents on your Claude subscription, not per-token 7 Claude Code 1 17,516 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 5,955 tok
damionrashford/Adversaria Critical thinking plugin for Claude Code. Three specialized agents (advocate, adversary, j 7 Claude Code 2 3,137 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
deepshal99/notch-so-good npmjs.com The world's smallest coworker lives in your Mac's notch. A pixel-art crab watches Claude C 7 Claude Code 2 612 tok
DmitriyYukhanov/claude-plugins Personal collection of Claude Code plugins and skills: development workflows, cross-model 7 Claude Code 1 1,552 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
vavasilva/ralph-planner Claude Code plugin that creates structured execution plans in Ralph Wiggum format 7 Claude Code 1 577 tok
skullninja/coco-workflow Autonomous spec-driven development plugin for Claude Code. Describe a feature, get merged, 7 Claude Code 2 7,598 tok
Elnora-AI/elnora-linear Linear workspace for Claude Code — search, bulk edit, agents, and a config-driven curator. 7 Claude Code, Codex, OpenCode 1 1,631 tok
OrodruinLabs/nazgul Multi-agent autonomous development loop for Claude Code — 17 agents, review pipeline, cont 7 Claude Code 2 13,150 tok
IS908/claude-lark-plugin claude code lark channel plugin 7 Claude Code 1 4,085 tok
SpaiR/task-pipeline spair.github.io Interrogate the plan, capture what survived, implement it in any session — a chat-first ta 7 Claude Code 1 4,350 tok
Vimalk0703/shipworthy vimalk0703.github.io Open source Claude Code plugin — 52 invisible engineering skills turn vibe coding into pro 7 Claude Code, GitHub Copilot 2 2,512 tok