How real projects configure their agents

32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
iandexter/dotfiles Various configuration files 2 Claude Code 1
mgallet92i/waterfall mgallet92i.github.io Multi-agent specification-driven development (SDD) framework for Claude Code 2 Claude Code, Codex, OpenCode 3 3,174 tok
aquaflamingo/ctxd Local context and code index for AI coding agents like claude code, gemini 2 Claude Code 1 25 tok
dbhq-uk/outlook-graph-skill dbhq.uk Microsoft 365 mail and calendar skill for Claude Code and Codex, plus PST archives into se 2 Claude Code, Codex, OpenCode 1 687 tok
HOKlNG/zzon-doc Claude Code plugin that turns your codebase into interactive, dependency-free architecture 2 Claude Code 1 9,006 tok
MarkDonish/round-table-workspace markdonish.github.io Local-first round-table review workflow for AI coding agents: /room exploration, /debate r 2 Claude Code, Codex, OpenCode 6 1,299 tok
Maximumsoft-Co-LTD/claude-flightdeck Portable AI-workflow control plane for Claude Code — one install.sh ships specialized agen 2 Claude Code 1 1,657 tok
djterry15-afk/coworkos-template A file-based ICM workspace template for cross-domain work with an AI coding agent. The str 2 Claude Code 1 2,125 tok
0STG0T/kaggle-kernel-tools Claude Code skills for interacting with remote Kaggle Jupyter kernels via WebSocket 2 Claude Code 1 290 tok
lopes/foxglove Automatically generate decoy files. 2 Claude Code 1 1,750 tok
yrangana/Plans yrangana.github.io A markdown convention for tracking what you are building. Plain files in your repo, one so 2 Claude Code 1 2,539 tok
egorus1/ask-a-senior The AI tool that refuses to help you. 2 Claude Code 1 1,121 tok
elanthus/agentic-preflight Stops your coding agent from pushing unverified work. Your agent does the reviewing; a sta 2 Claude Code, Codex, OpenCode 2 221 tok
Wandererer/codebeacon pypi.org Source code AST analysis and AI context generation — unified multi-framework knowledge gra 2 Claude Code, Codex, Cursor, OpenCode 3 1,670 tok
ytubecoder/codex-in-claude Claude Code skill for iterative plan review with Codex, Grok, or both as a mediated counci 2 Claude Code 1 2,188 tok
skrrt-sh/skills Agent skills for markdown writing, conventional commits, PRs, and releases — works with Cl 2 Claude Code 1 1,228 tok
jark006/NoLidSleep Gai Gai never sleeps; Agents keep working. Shut the lid. Agents keep coding. 2 Claude Code 1 773 tok
ljucask/pureinn-product-development Product thinking, wired into your coding agent. AI-native product development framework fo 2 Claude Code 2 7,209 tok
ambystechcom/AmbyKit ambykit.ambystech.io Spec-Driven Development framework that helps AI coding assistants build better software — 2 Claude Code, Codex, OpenCode 2 1,473 tok
bastndev/skills skills.sh Public repository - Agent Skills (🔥) 2 Claude Code, Codex, OpenCode 2 748 tok
EdwardAThomson/LLM-Remote-Runner Execute CLI tasks remotely through a secure web interface with real-time streaming output 2 Claude Code 1 1,986 tok
php-workx/fuse A local firewall for AI agent commands 2 Claude Code, Codex, OpenCode 2 2,996 tok
tonyfadel23/skill-inspector Parse, visualize, and audit SKILL.md agent instruction files as interactive DAGs — Claude 2 Claude Code 1 346 tok
AaronCarney/pass-the-baton Save your Claude Code session at a context-fill threshold and resume it on the next sessio 2 Claude Code 8
AdamManuel-dev/prompt-template-engine Automated Prompt Optimization System for Cursor, Claude Code, VS Code, and anything else 2 Claude Code 1
moviendome/Shippy moviendo.me Assign a GitHub issue, wake up to a PR. Autonomous agent in ~630 lines of bash — cron, flo 2 Claude Code 1 410 tok
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
ImBIOS/tool-search-mcp High-performance semantic tool search for Claude Code. Save 97% tokens with intelligent MC 2 Claude Code 2
gsmlg-app/flutter-app-template Flutter Application Template for AI coder 2 Claude Code, Codex, Gemini CLI, OpenCode 3 4,874 tok
AbdallahAHO/ccline npmjs.com A feature-rich Claude Code statusline with session tracking, quota monitoring, peak hour d 2 Claude Code 1 1,926 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
burakdede/lorepack Versioned context build system for AI. Compile documents, spreadsheets and project artifac 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,145 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
howar31/claude-statusline Custom 8-line colored statusline for Claude Code 2 Claude Code 1 1,641 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
mrDesign-ww/vault-os mrdesign-ww.github.io Local-first Obsidian memory OS for Claude Code and Codex: trust-aware L0-L3 retrieval, iso 2 Claude Code 1
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 2 730 tok
rupaut98/ccblame npmjs.com git blame for your Claude Code spend — which subagent burned the budget? 2 Claude Code 1 569 tok