How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
aivansoul/hive_studio 🐝 10 specialists. One Creative Director. Zero generic AI layouts. — Premium web design sy 3 Claude Code 1 3,291 tok
tekgrlpdx/linkedin-autoposter LinkedIn content management built as a Claude Code skill. Research topics, generate posts 3 Claude Code 1 571 tok
trackly-app/trackly-cli usetrackly.app Trackly job search CLI and MCP server for Claude, ChatGPT, Codex and Cursor. Filter roles, 3 Claude Code, Codex, OpenCode 2 5,444 tok
vbhjckfd/timetable-api-node NodeJS version of lad.lviv.ua API 3 Claude Code 1 —
sebs/ruleforge extracts rules from boardgames and proposes a port to a 'real time' or interactive game 3 Claude Code 1 1,382 tok
mindtheproduct/vennie npmjs.com Your AI Product Operating System 3 Claude Code 1 10,210 tok
winterbim/wincreator skills.sh Stop your AI agent from lying about tests. Hierarchical engineering loops with machine-che 3 Claude Code 1 574 tok
chrisdothtml/ai-job-finder chrisdothtml.github.io Let AI read the careers pages for you, so you can spend your time doing literally anything 3 Claude Code 2 64 tok
OpenTechIL/markitdown-for-ai MarkItDown is a Python tool that converts various document formats to Markdown. This Docke 3 Codex, OpenCode 1 732 tok
zacklecon/claude-skills ⚙️ Build and deploy 66 versatile Claude AI skills and 9 workflows designed to enhance prod 3 Claude Code 1 2,115 tok
leiverkus/open-document-skills Agent skills and helper scripts for OpenDocument Format files (ODT, ODP, ODS, ODG) 3 Claude Code, Codex, OpenCode 2 735 tok
428alexander9/claude-skills-marketplace 🛠️ Transform Claude into a System Architect, generating detailed project documentation fo 3 Claude Code 1 330 tok
cyn-zhang/job-radar AI-powered job hunting copilot— daily scans, JD evaluation, CV tailoring, cover letters, i 3 Claude Code, Codex, OpenCode 2 1,060 tok
int2t05/engineering-skills Task-focused engineering skills for Claude Code, Codex and other coding agents. Portable i 3 Claude Code, Codex, OpenCode 2 2,624 tok
toni7891/DeployGuard Four-command Kubernetes deployment tool: scaffold hardened configs, validate output, estim 3 Claude Code 1 1,454 tok
fa-ina-tic/memvid-rag local, multimodal rag agent for claude code 3 Claude Code 1 424 tok
blisspixel/primr Turn any company URL into a strategic intelligence brief. Adaptive scraping + AI-powered r 3 Claude Code, Codex, OpenCode 2 4,196 tok
id-andyyy/LabAI 🤖🧪 AI assistant LABAY for autonomously completing laboratory assignments 3 Codex, OpenCode 1 797 tok
AnythingGraph/AnythingGraph anythinggraph.com Build AI-Ready Knowledge Capsule, Connect your existing systems, define governance once, r 3 Codex, OpenCode 1 1,452 tok
ryan-scheinberg/remote-workstreams Voice driven secure workstream management for Claude Code and Codex 3 Codex, OpenCode 1 7,536 tok
rlx/uplevel A Claude Code skill that finds the engineering controls your repository does not have — CI 3 Claude Code 1 1,354 tok
dizhouid-lgtm/liepin-ai-loop-recruiting A LOOP skill for automated resume screening, based on the Liepin CLI. AI helps you find th 3 Claude Code, Codex, OpenCode 2 2,359 tok
TheSethRose/Copilot-Skills x.com Copilot Skills is a system for organizing domain knowledge into reusable, discoverable ski 3 GitHub Copilot 54 60,469 tok
skyf0xx/better-thinking zenbin.org Move beyond 'think hard' - to Better Thinking for Claude 3 Claude Code 1 978 tok
skycitywu/agent-baton Lightweight multi-agent relay coding skill for Claude Code (a lightweight multi-agent rela 3 Claude Code 1 1,259 tok
alexander-posztos/sketchloop Sketchloop lets your coding agent create beautiful hand-drawn-looking diagrams: authored a 3 Claude Code 1 2,059 tok
u9401066/template-is-all-you-need AI-assisted development project template with Claude Skills, Memory Bank, and Constitution 3 GitHub Copilot 1 3,378 tok
wjabanjj/aifp-mcp AiFP Memory-Aware System|MCP service providing shared memory across all AI systems. Chines 3 Claude Code 1 1,145 tok
willbytee-sudo/android-qa-kit Make your coding agent test the Android app you just compiled: installs the APK on a real 3 Claude Code, Codex, OpenCode 2 2,867 tok
Kin9Zeus/senior-engineer-skills Turn Claude Code into a senior engineering organization — 20 skills for audits, secure bui 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,692 tok
Spe1977/cli-collaboration Handoff-first protocol for coordinating Codex, Claude Code, Gemini/Antigravity CLI & Grok 3 Claude Code, Gemini CLI 2 1,550 tok
webbertakken/agent-skills Reusable skills for for Claude Code and OpenCode 3 Claude Code, Codex, OpenCode 2 141 tok
Starting-over92/buddy The open-source memory for AI agents — it gets smarter the more it remembers, not slower o 3 Claude Code 1 1,443 tok
JSchOBL/agentic-ai-learning-journey A hands-on lab for learning to write CLAUDE.md files and Claude Code setups — you write th 3 Claude Code 1 910 tok
KAppMaker/KAppMaker-CLI cli.kappmaker.com CLI that automates mobile app setup: Firebase, App Store Connect, signing, publishing and 3 Claude Code 1 20,002 tok
marsmike/feinschmiede marsmike.github.io A family of branded-media plugins for Claude Code — decks, images & 2D, video, and audio, 3 Claude Code 1 1,752 tok
SunnyKTuladhar/lateralus 🌀The Lateral Thinking skill, for when you need to turn you coding agent to brainstorm, s 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,823 tok
OmarSaleh506/skills skills.sh Portable, install-once agent skills for Claude Code, Cursor, Codex & more — a price-compar 3 Claude Code 1 843 tok
jazz1x/honne skills.sh Extract your honne — the real working self underneath tatemae — from your Claude transcrip 3 Claude Code 1 —
dasein108/slope-studio youtube.com "Automated AI short-video studio: idea → published YouTube Short, $0.06/video" 3 Claude Code, Codex, OpenCode 2 304 tok
soden46/engineer-flow Framework-agnostic AI engineering control plane with project-aware routing, 0–2 specialist 3 Codex, OpenCode 1 587 tok
clownware/product-dev clownware.org AI-assisted product development, from fuzzy idea to technical spec — a Claude Code plugin 3 Claude Code 4 963 tok
unvulcanised-watercress762/mem9 Enable AI agents to retain memory across sessions using persistent storage designed for co 3 Claude Code, Codex, OpenCode 2 1,832 tok
openEHR/ai-plugins AI plugins for openEHR - specification authoring, review and governance skills. Claude Cod 3 Claude Code, Codex, OpenCode 2 1,915 tok
jamestkelly/search-mesh SIMD-accelerated, single-pass codebase intelligence fabric for AI agents. Offload multi-ke 3 Claude Code, Codex, OpenCode 2 662 tok
yegor256/courier A skill for an AI agent to help it create well documented and clean pull requests 3 Claude Code 1 101 tok
Doris-Labs/sales-skills dorislabs.com 3 Claude Code, Codex, OpenCode 2 697 tok
dxkjuanjuan/ui-forge dxkjuanjuan.github.io 🔨 5-Stage UI Design Forge — Discover → Tokenize → Compose → Animate → Polish. 11 themes, 3 Codex, OpenCode 1 871 tok
cyber-sorted/skills-pro Professional security and enterprise architecture advisory skills for Claude Code 3 Claude Code 1 568 tok
LoserLab/hexed x.com Hexed is a Claude skill that extracts structured color systems from images and builds a co 3 Codex, OpenCode 1 275 tok