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
mappamind/mappamind mappamind.github.io See what your AI coding agent just did to your system's behavior, flow, and architecture. 3 Claude Code, Codex, OpenCode 2 1,102 tok
patriarchal-boothose896/notebooklm-py Provide full Python API access to NotebookLM features, including advanced functions beyond 3 Claude Code, Codex, OpenCode 2 2,470 tok
Mohamed-El-Sharqawy/agent-tutor The agent-agnostic AI tutor skill that writes into your Obsidian vault — works with Claude 3 Codex, OpenCode 1 1,043 tok
densmirnov/hidden-achievements-skill Sealed hidden daily achievements for team agents: anti-spam, prompt-injection safe, no ret 3 Codex, OpenCode 1 2,394 tok
zywkloo/wtcraft npmjs.com Git-native agent governance core — task contracts and deterministic scope/verification che 3 Claude Code, Codex, OpenCode 7 699 tok
jsuvic/agent-profile agent-profile.com Configure Codex, Claude, and Tabnine to understand your project, follow its workflow, and 3 Claude Code, Codex, OpenCode 3 2,434 tok
GSkuza/ai-polish-text-expert Profesjonalny, polskojęzyczny ekspert do pracy na treści tekstowej z użyciem narzędzi Anth 3 Claude Code 1 1,104 tok
ironbee-ai/ironbee-devtools-skills ironbee.ai Skills for IronBee DevTools MCP/CLI 3 Claude Code, Codex, OpenCode 2 7,019 tok
redamancy231-create/claude-skills Three battle-tested Claude Code Skills: session handoff, CLAUDE.md generation, and pre-app 3 Claude Code 1 1,484 tok
eljoujat/sapcc-skill A skill that turns natural-language requests into Groovy scripts , FlexibleSearch queries 3 Codex, OpenCode 1 4,923 tok
valeo-cash/x402-payments-skill sentinel.valeocash.com The most comprehensive x402 payments skill for AI coding agents. Build paid APIs on Base & 3 Cursor 1 1,665 tok
rhnfzl/slide-sage Show your presentations with charts, diagrams, and code highlighting. Works with most AI c 3 Codex, OpenCode 1 1,222 tok
Impertio-Studio/n8n-Claude-Skill-Package 21 deterministic Claude AI skills for n8n v1.x workflow automation 3 Claude Code 2 3,471 tok
Imran-ml/claude-skills Reusable Claude Code configuration repository with skills, subagents, hooks, MCP setup, an 3 Claude Code 1
yingying-chu/class-action-finder yingying-chu.github.io An AI skill for Claude, Codex, and ChatGPT that scans your email for class action settleme 3 Claude Code, Codex, OpenCode 2 3,206 tok
RbBtSn0w/adg adg.rbbtsn0w.me One CLI to manage AI agent plugins and skills — author once in a single manifest, adapt to 3 Codex, OpenCode 1 797 tok
lihytaihe-lang/aetherpane Web UI polish skill and design system for AI coding agents (Codex, Claude Code, Cursor, Wi 3 Codex, OpenCode 1 2,711 tok
maojiebc/majia-Popskill Local AI capability manager — manage Claude Code / Codex skills in one place: symlink moun 3 Claude Code 1 14,202 tok
ludeo-labs/cosmos-os ludeo-labs.github.io A living map of your architecture — services as stars, flows as playable comets, honesty a 3 Claude Code 1 441 tok
mishoko/solidity-auditor-pulse x.com A benchmark harness that measures how well Claude Code skills perform at smart-contract se 3 Claude Code 1 3,752 tok
momentmaker/kaijutsu kaijutsu.dev Write your dev workflow once. Run it on any LLM. Open agent skills + multi-model swarm + a 3 Claude Code, Codex, Gemini CLI, OpenCode 3 2,890 tok
yarlson/yarstack Engineering workflows and standards for Codex and Claude Code: plan, implement, test, revi 3 Claude Code, Codex, OpenCode 2 684 tok
MisterClean/claude-plugins Custom skills for Claude Code - domain-specific knowledge and workflows 3 Claude Code 1 440 tok
frankaging/lite-research-agents Lite research agents on proposal, experiment and review 3 Claude Code, Codex, OpenCode 2 648 tok
raven-sourav/pmm-content-engine PMM Content Distribution Engine — Newsletter scraper, Obsidian knowledge brain, multi-form 3 Claude Code 1 4,208 tok
CrossRead/scholion Your genome, labs, prescriptions and wearables sit in silos that never compare notes, so c 3 Claude Code 1 3,928 tok
Pursuer-Hsf/manage-my-skills Private, safe, cross-machine lifecycle management for personal Agent Skills. 3 Codex, OpenCode 1 268 tok
ArchSightLabs/archsight-cognition npmjs.com Cognitive enhancement AI Skills: structured thinking, decision reviews, debate, writing, p 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,557 tok
Eipi-Tong/agentic-coding-starter-kit A reusable agentic coding starter kit (Claude Code) for web projects 3 Claude Code 1 379 tok
erhwenkuo/stock_skills An undervalued stock screening system. Screens for undervalued stocks across 60+ regions u 3 Claude Code 3 1,135 tok
stempeck/agentfactory medium.com Multi-agent orchestration CLI for Claude Code — declarative TOML workflows, autonomous age 3 Claude Code, Codex, OpenCode 3 2,148 tok
bokiko/KyZN kyzn.dev Autonomous code improvement CLI powered by Claude Code 3 Claude Code 1 2,105 tok
catcatcatstudio/cat-skills catcatcat.ai AI agent skills for Claude Code, Cursor, Codex, and 40+ coding agents — architect, noteboo 3 Codex, OpenCode 1 407 tok
dbhq-uk/dovetail-skill dbhq.uk Claude Code and Codex skill that checks whether a repository still agrees with itself - de 3 Claude Code, Codex, OpenCode 1 1,377 tok
erenisci/claude-design-prompter Two Claude Code skills that turn your repo into paste-ready Claude Design prompts — brand- 3 Claude Code 1
po4yka/llm-wiki-skills Portable Agent Skills for building, operating, evaluating, and governing LLM-Wiki knowledg 3 Claude Code, Codex, OpenCode 2 1,329 tok
liliwen88/doctor.skill Family Health Doctor — AI Medical Assistant Skill / Family Health Doctor · AI Medical Assi 3 Claude Code 1 1,105 tok
ondrej-merkun/skill-audit npmjs.com Scan every AI agent skill on your machine for prompt injection and malicious code. Fast lo 3 Claude Code, Codex, OpenCode 2 3,423 tok
FynePool/job-hunter-template Personal AI job-search assistant, built as a Claude Skills package on a single GitHub repo 3 Claude Code 3 2,749 tok
arifulislamat/bd-income-tax-skills Bangladesh individual income-tax Agent Skill (Income Tax Act 2023 + Finance Act): slabs, t 3 Claude Code, Codex, OpenCode 2 1,223 tok
stanmaygo/dotsweep dotsweep.com Check domain name availability across 1,200+ TLDs from an AI agent — with renewal price, m 3 Claude Code, Codex, OpenCode 2 1,280 tok
lunchpaillola/pipa-skills usepipa.com Operational skills for the agents people already use. 3 Codex, OpenCode 1 511 tok
thienhoc/dwi-by-thienhoc d.wi.works A modular human layer that helps reduce overplanning, token waste, context loss, and actio 3 Codex, OpenCode 1 111 tok
agoradynamics/wick Drop-in thinking-partner personality layer for Claude Code, Cursor, ChatGPT, and 20+ AI ag 3 Claude Code, Codex, OpenCode 2 6,473 tok
ribeirogab/specwright A multi-host plugin for Claude Code, Codex, and OpenCode. It gives a repository one explic 3 Claude Code, Codex, OpenCode 2 822 tok
danger-English/agent-zero-to-one-cn cclearning.cn An introduction to AI Coding Agents and an Agent Skill guide for Chinese beginners; offici 3 Claude Code, Codex, OpenCode 2 584 tok
Immoderate-humulin783/odoo-skills Automate Odoo development tasks including addon reviews, OCA migrations, test writing, and 3 Claude Code, Codex, OpenCode 2 945 tok
H-Ali13381/recursive-agent-improvement Systematic agent improvement via tool-based narrow ML 3 Codex, OpenCode 1 236 tok
pitimon/8-habit-ai-dev Stop vibe coding — 13 skills, 7 steps, 8 habits. Structured AI-assisted development powere 3 Claude Code, Codex, OpenCode 2 5,071 tok
davidteren/intent-engineering davidteren.github.io Enforce intent engineering: a Claude Code plugin with 5 review lenses (predictability, con 3 Claude Code, Codex, OpenCode 2 5,009 tok