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
tk-wxy/apc.md A markdown-based memory system for AI agents — stop re-explaining and re-debugging across 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 644 tok
alexander-akhmetov/programmator Autonomous Claude Code orchestrator that executes multi-task plans without supervision. 2 Claude Code, Codex, OpenCode 2 483 tok
1shooperman/claude-env brandonshoop.com Claude Environment Manager 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 323 tok
MarioEpkOne/PipelineIQ marioepkone.github.io Closed-loop spec → plan → implement → audit → fix pipeline as Claude Code slash commands 2 Claude Code 1 2,282 tok
gshklovs/react-codex-starter Vite/FastAPI starter code template with CI and AGENTS.MD file for reliable agentic develop 2 Codex, OpenCode 1 681 tok
gsmlg-app/flutter-app-template Flutter Application Template for AI coder 2 Codex, OpenCode 1 1,994 tok
AbdallahAHO/ccline npmjs.com A feature-rich Claude Code statusline with session tracking, quota monitoring, peak hour d 2 Claude Code 1 1,944 tok
piecioshka/whose-context-wins Poligon do sprawdzania, który plik konfiguracyjny (CLAUDE.md, AGENTS.md, .cursorrules...) 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 62 tok
kckempf/yallmap grokkist.com An OpenTelemetry-instrumented gateway for Anthropic-compatible LLMs 2 Claude Code 1 340 tok
kounetsuman/zashiki Zashiki is an orchestration cockpit for visualizing Claude Code sessions on a single scree 2 Claude Code 3 1,280 tok
thinhledev/mixai npmjs.com An orchestrator for multiple coding agents that utilizes a shared, persistent memory syste 2 Claude Code, Codex, OpenCode 6 253 tok
bartoszarendt/agenticloop Loop engineering for AI coding agents — shaping the whole run, not one prompt: a Markdown- 2 Codex, OpenCode 1 1,980 tok
daronthedragon/terse One reflex for coding agents: answer first, cut the padding. A single behavioural skill, h 2 Codex, OpenCode 1 298 tok
HermeticOrmus/python-conventions-skills A CLAUDE.md for modern Python (3.11+) conventions — type discipline, pathlib over os.path, 2 Claude Code 1 844 tok
shyamsridhar123/BOB AI job search agent — scans 46 companies, scores jobs A-F, tailors your resume, tracks you 2 Claude Code 15 1,217 tok
KornLabs/truss AI Subscription first - no API key. A lightweight, file-based, dependency-free workspace s 2 GitHub Copilot 1 39 tok
howar31/claude-statusline Custom 8-line colored statusline for Claude Code 2 Claude Code 1 2,264 tok
arnarg/crushout A PreToolUse Bash tool hook that auto-approves read-only commands 2 Codex, OpenCode 1 1,426 tok
flying-dice/pseudoscript pdscript.dev An open-source Model-Driven Engineering toolkit that lets you focus on system design separ 2 Claude Code 4 2,690 tok
Surjal/dev-agent Deep, autonomous AI developer agent for Claude Code (and an experimental OpenCode port) -- 2 Claude Code 2 1,868 tok
hackermanishackerman/claude-skills-vault hackermanishackerman.github.io 🛠️ Curate and enhance your coding skills with Claude Skills Vault, a collection of comman 2 Claude Code 1 —
alexio777/plan-swarm Agent skill: recursive plan with mechanically gated leaves + dependency-safe subagent wave 2 Claude Code, Codex, OpenCode 1 239 tok
Waqas-Baloch/superterminal superterminal.dev One rulebook for every AI coding agent. Your rules, context and skills apply to Claude Cod 2 Codex, OpenCode 1 123 tok
trananhtung/translate-book AI skill to translate books (PDF/DOCX/EPUB) into any language using parallel sub-agents an 2 Claude Code, Codex, OpenCode 3 2,001 tok
yasirshabbirservices/Bricks-Builder-MCP Bricks Builder MCP is a powerful WordPress plugin that exposes a Model Context Protocol (M 2 Claude Code 1 2,172 tok
daanvandenbergh/scribekit daanvandenbergh.github.io Drop-in, SEO-ready MDX blog and docs for Next.js App Router: server components for the pos 2 Claude Code 2 854 tok
mgerdov-igt/ai-cookbook No-nonsense AI Cookbook for Busy Software Engineers 2 Codex, OpenCode 1 729 tok
rupaut98/ccblame npmjs.com git blame for your Claude Code spend — which subagent burned the budget? 2 Claude Code 1 569 tok
S-Nakamur-a/conductor A Rust terminal UI for AI-assisted development: manage multiple git worktrees, run Claude 2 Claude Code 1 14,492 tok
jeromeetienne/okforge jeromeetienne.github.io SKILL.md to create and maintain OKF about your repo 2 Claude Code 4 —
LARIkoz/kurdyuk-lite Charter-driven product development framework for Claude Code — Brief → Charter → Spec → Pl 2 Claude Code 1 411 tok
kimtth/ms-fabric-skills-dev-starter microsoftlearning.github.io 🌿 Microsoft Fabric Skills - Scaffolding template for Microsoft Fabric development with AI 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,805 tok
910jmiguel/vibe-code-kit A structured vibe coding template for Claude Code. Go from raw idea to shipped feature usi 2 Claude Code 1 471 tok
RSafargalin/sextant Code intelligence for Swift projects: repository map, structural search, semantics. CLI + 2 Claude Code, Codex, OpenCode 2 1,524 tok
ihatenodejs/agent-exporter npmjs.com Export usage statistics from various harnesses. 2 Claude Code, Codex, OpenCode 2 1,755 tok
dootask/skills dootask.com A Claude Code skill set for DooTask plugin development: scaffold plugins / publish release 2 Claude Code, Codex, OpenCode 2 572 tok
marccyberleda/openwebui-mcp-server cyberleda.com MCP server for Open WebUI — 23 tools for chats, knowledge, files, functions, models, promp 2 Claude Code 1 712 tok
Dtdkvn/codex-oi Universal second-opinion bridge for AI coding agents. Pluggable engines (Codex, Gemini) ca 2 Codex, OpenCode 1 1,510 tok
JoakimCarlsson/bastion Vibe-coded tower-defense game built by an AI agent pipeline (planner → coder → smoke-teste 2 Claude Code, Codex, Cursor, OpenCode 16 2,030 tok
moneytosms/claude-start Opinionated Claude Code starter: shared CLAUDE.md memory, hooks (privacy/git guards, auto- 2 Claude Code 7 749 tok
jeremylongshore/bobs-big-brain-plugin Bob's Big Brain — the governed team brain, as a local-first Claude Code + Cowork plugin. T 2 Claude Code, Codex, OpenCode 2 5,721 tok
sshisto/mnemo-mcp 🧠 Manage persistent AI memory with hybrid search and embedded sync for open, free, and un 2 Codex, OpenCode 1 1,265 tok
RBraga01/builder-ai rbraga01.github.io Your AI assistant will skip the eval. This pack won't let it. Drop-in enforcement skills + 2 Claude Code, Codex, OpenCode 2 1,083 tok
korbinjoe/TeemAI The GUI for Claude Code, Codex, and your CLI fleet — every session in one place, your atte 2 Claude Code, Codex, Cursor, OpenCode 9 1,734 tok
joymin5655/Agent Multi-runtime AI agent governance harness — Claude Code · Codex · Gemini under one YAML po 2 Codex, OpenCode 1 2,425 tok
JackyJiang08/daily-job-match-alert Nightly job-match agent: collects public internship and new-grad postings, scores them aga 2 Claude Code 1 16,099 tok
sergekostenchuk/mouse-trail-masking-reveal Mouse Trail Masking Reveal: portable Agent Skills for cursor-trail reveal effects across C 2 Codex, OpenCode 1 135 tok
jeremylongshore/intent-eval-lab intentsolutions.io Vendor-neutral research umbrella for measuring AI plugin, agent, and MCP server quality ac 2 Claude Code, Codex, OpenCode 5 6,910 tok
forsvn-labs/transcript-to-epub Turn a YouTube video or raw timestamped transcript into a clean, readable EPUB book — spea 2 Claude Code, Codex, OpenCode 2 334 tok
gtmadviser/cdtm-gtm-engine Build a real outbound GTM engine for your product with Claude Code in ~35 min. CDTM x GTM 2 Claude Code 1 2,221 tok