How real projects configure their agents

45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
0k-lab/knowledge-capture Local raw capture layer for agent sessions, preserving decisions and handoffs as wiki/LLM 2 Codex, OpenCode 1 122 tok
shikanime-labs/skills A curated catalog of self-improved agent skills for Hermes and compatible agents 2 Codex, OpenCode 1 1,621 tok
shenli/devtool-ax-kit A local-first toolkit for testing agent experience in Agent-Native developer tools. 2 Codex, OpenCode 1 273 tok
vintagedon/ethops radioastronomy.io ITIL-driven autonomous DevOps team framework for scientific computing infrastructure 2 Codex, OpenCode 1 576 tok
IronRookieCoder/auto-pilot A Claude Code plugin for long-horizon TDD coding workflows — persists state via a structur 2 Claude Code, Codex, OpenCode 2 210 tok
snowmead/questionably-ultrathink Questionably UltraThink your most complex tasks combining AoT (Atom of Thoughts) and CoV ( 2 Claude Code 1 1,579 tok
canoypa/gh-cgu 👀 Change / Current Git User 2 Codex, OpenCode 1 520 tok
krzysztofdudek/UrdSkill When the plan runs out, the agent looks up the source of truth or asks, instead of guessin 2 Claude Code 1 1,045 tok
aj604/toolshed Workbench: five Claude Code skills to ship improvements, orchestrate GitHub issues, build 2 Claude Code, Codex, OpenCode 2 912 tok
yamitzky/slack-admin-cli sladm — Slack Admin CLI for humans and AI agents. Manage Enterprise Grid via admin.* APIs. 2 Claude Code 1 907 tok
everywan-dev/claude-code-engineering everywan.com Turn Claude Code into a team that has to prove it. 44 skills, 8 review agents, a validatio 2 Claude Code 1 158 tok
cwf818/topgauge A provider-agnostic Claude Code statusline plugin for token-plan usage / remaining quota o 2 Claude Code 1 9,021 tok
gf-labs/claude-toolbox Session lifecycle management for Claude Code — orientation, checkpointing, archival, healt 2 Claude Code 2 1,367 tok
Arnosdeus/agent-toolkit agent-toolkit is a shared, agent-agnostic AI development toolkit for Codex, Cline, and oth 2 Codex, OpenCode 1 543 tok
guofu-shiqu/ux-expert-skills UX Expert Skills — 25 experience management expert Skills, compatible with Claude Code and 2 Claude Code, Codex, OpenCode 2 1,317 tok
getskillseal/skillseal getskillseal.github.io Self-verifying agent skills. Your seal of approval. 🦭 2 Claude Code, Codex, OpenCode 2 751 tok
gf-labs/gfl-marketplace Greenfield Labs Claude Code plugin marketplace 2 Claude Code 1 900 tok
bacsystem/parallel-plan-executor Claude Code Workflow that executes cys:plan implementation plans with independent tasks ru 2 Claude Code 2 1,072 tok
LFTPadilla/agent-dev-kit agent-dev-kit.devpipe.net Replicable agent development system: curated Claude Code/Codex skills + bootstrap for the 2 Codex, OpenCode 1 1,900 tok
codyhxyz/create-claude-plugin A Claude plugin that ships Claude plugins. From ~/.claude/ to claude-plugins-official in a 2 Claude Code 1 972 tok
moruno21/agents-concerto Multi-agent development orchestrator on Claude Code: dispatch by complexity, implement in 2 Claude Code 2 4,187 tok
abs1294/fulin-claude-plugins Claude Code tools marketplace: webwright-powered QA testing framework + delaylocal schedul 2 Claude Code 1 1,239 tok
speson/not-my-reforge not oh-my. reforged. — AI agent orchestration, quality hooks, and smart routing for Claude 2 Claude Code 1 1,003 tok
zircote-plugins/aesth Craft-focused design system plugin for Claude Code. Store design tokens, patterns & decisi 2 Claude Code, GitHub Copilot 2 884 tok
hyemin-ht-kang/click-to-edit-ui Claude Code plugin: Alt-click web UI components in the browser and request edits by number 2 Claude Code, Codex, OpenCode 2 917 tok
michaelengland/deckwright Build and edit PowerPoint presentations with AI — phased workflow for story, structure, de 2 Claude Code 1 —
MartinWickman/ccmonitor A cli dashboard for all running Claude Code sessions 2 Claude Code 1 277 tok
AcKeskin/contexture My personal setup for working with AI; what I learned from existing plugins, plus a bunch 2 Claude Code, Codex, GitHub Copilot, OpenCode 22 51,772 tok
dixalex/decision-linter Decision Linter — like ESLint for your thinking. Claude Code plugin that scores assumption 2 Claude Code 1 258 tok
morodomi/redteam-skills Claude Code Plugin for automated security auditing. Static analysis + dynamic verification 2 Claude Code 1 1,849 tok
queelius/claude-anvil A forge for Claude Code plugins — academic research, fiction worldbuilding, publication wo 2 Claude Code 1 3,472 tok
sdsrss/onboard Make any legacy project Claude-Code-ready — without forcing AI tooling on your teammates. 2 Claude Code 1 4,420 tok
iroha924/mumei Your build is green — but did the agent make it green by weakening the tests? mumei re-run 2 Claude Code, Codex, OpenCode 2 7,247 tok
danielkremen818/claude-prompt A Claude Code slash command (/p) that rewrites your request into an optimized prompt, then 2 Claude Code, Codex, OpenCode 2 732 tok
agagniere/speky agagniere.github.io Manage your specifications with git, render them as PDF and HTML 2 Claude Code, Codex, OpenCode 2 1,266 tok
nick-railsback/skill-engine Teach Claude your codebase. Keep it taught. Plugin that builds and maintains a curated ind 2 Claude Code 2 518 tok
CiselyAI/agency-skills cisely.ai Model your company as a living context graph in Cisely — a Claude Code plugin for guided m 2 Codex, OpenCode 1 1,041 tok
ykdojo/yt-transcript Claude Code plugin for video transcripts: YouTube captions first, fast local Parakeet TDT 2 Claude Code 1 498 tok
rterakedis/leanwheel-skills blog.terakedis.dev A slimmed-down version of BMAD made to be friendlier to smaller AI plan limits 2 Claude Code 1 1,472 tok
aadarshvelu/syndicate aadarshvelu.github.io Personal AI news archiver — ingests Gmail/RSS/Twitter, dedups across channels, summarizes 2 Claude Code 1 —
openconclave/oc openconclave.com Multi-agent conclave platform — wire Claude Code, Ollama, and OpenAI-compatible models int 2 Claude Code 1 1,417 tok
brody-0125/my-claude-skills Claude Code skills collection for implementation workflows, test automation, architectur 2 Claude Code 1 1,093 tok
sudoplayer/manbun What happens when a ponytail goes the other way? The manbun takes over. 2 Codex, OpenCode 1 768 tok
docutray/devflow-skill Complete agile development workflow commands for Claude Code. Framework-agnostic slash com 2 Claude Code, Codex, OpenCode 2 4,877 tok
slopstopper/recursive-spine A Claude Code plugin that keeps project state in GitHub issues — tracks what's aging or un 2 Claude Code 1 575 tok
karolkiljan/krux Ork z kopalni. Mówi mało. Wie dużo. Pomaga. 2 Claude Code 1 2,336 tok
risadams/ink-and-agency A dual-host skills plugin for Claude Code and OpenAI Codex with a self-evolve loop that le 2 Claude Code, Codex, OpenCode 2 6,208 tok
shrekshrek/project-workflow Spec-driven AI development workflow — methodology docs, starter templates, and Claude Code 2 Claude Code, Codex, OpenCode 2 2,569 tok
LightZirconite/claude-account-switch Fast, keyboard-driven TUI to switch between multiple Claude Code/Codex accounts instantly 2 Claude Code, Codex, OpenCode 2 1,465 tok
Attemainio/dotnet-toolkit AI-native .NET code intelligence for faster, more accurate codebase navigation with lower 2 Claude Code, Codex, OpenCode 3 2,688 tok