How real projects configure their agents

31,998 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
aalpar/wile-goast Cross-layer static analysis of Go source code, scripted in Scheme 5 Claude Code 1
vvsotnikov/astro-bench Can AI agents do real science? Benchmarking AI agents on KASCADE cosmic ray classification 5 Claude Code 1 478 tok
render-examples/nanobot-render nanobot-0iyy.onrender.com One-click Render deploy template for nanobot — a lightweight self-hostable AI agent 5 Claude Code, Codex, OpenCode 2 1,253 tok
corteshvictor/vichu-flow Make Claude Code and Codex prove their work — runs advance only when your tests, lint, and 5 Claude Code, Codex, OpenCode 5 1,008 tok
dburkart/vibix Can we autonomously vibe code a kernel? Let's find out! 5 Claude Code, Codex, Cursor, OpenCode 10 327 tok
saski/arnesto Arnesto — the agent harness that got out of hand 5 Claude Code, Codex, Gemini CLI, OpenCode 3 21 tok
RobinNorberg/oh-my-copilot npmjs.com Teams-first multi-agent orchestration for Microsoft Copilot CLI 5 Claude Code, Codex, OpenCode 2 6,752 tok
juan294/cc-rpi Blueprint repository for Claude Code projects — RPI methodology, known agent error pattern 5 Claude Code, Codex, OpenCode 5 2,349 tok
tpikachu/BrainCue tpikachu.github.io Personal AI memory system / ambient AI companion 5 Claude Code 1 1,819 tok
cvsloane/agent-commander agentcommander.co Mission control for tmux-native AI agent sessions with live streaming, approvals, and mult 5 Claude Code, Codex, OpenCode 2 242 tok
nulang-org/nulang nulang.org Nulang is an actor-based runtime and programming language that's type-safe, compiled, and 5 Claude Code, Codex, OpenCode 2 11,479 tok
datacore-one/org-workspace pypi.org Python library making org-mode files first-class citizens for AI agent workflows 5 Claude Code 1 204 tok
CYBERNETIC-BIZ/CyberneticAgents cybernetic.biz CYBERNETIC AGENTS 5 Claude Code 1
quangtam/RemoClaw 🦞 The remote for your AI coding agents — Telegram bot for Kiro, Claude Code, Gemini, Code 5 Claude Code 1 1,748 tok
smallTechOrg/zero-shot-claude-boilerplate this is meant to be a spec boilerplate for new repos. 5 Claude Code 2 1,467 tok
ai-analyst-lab/ai-analyst-starter AI Analyst Starter — Day 1 bootcamp repo 5 Claude Code 1 879 tok
laird/agents Agent protocols and configurations for SPARC development 5 Claude Code, Codex, Gemini CLI, OpenCode 4 6,989 tok
candykingdom/firefly2 Small blinkenlight boards that sync up using radios 5 Claude Code, Codex, OpenCode 13 2,252 tok
tslim/nexus Personal & Work AI Assistant in Pi.dev, Claude Code or opencode.ai 5 Claude Code, Codex, OpenCode 21 4 tok
OpenVidu/openvidu.io Source of openvidu.io: the OpenVidu website and its official documentation 5 Claude Code 13 1,577 tok
marcosrodsa/mega-brain AI Knowledge Management System - Transform expert materials into actionable playbooks 5 Claude Code 7
constellos/claude-code npmjs.com TypeScript types and type gen hooks for Claude Code: system tools, MCP tools, session tran 5 Claude Code 3 401 tok
ulpi-io/skills 5 Claude Code 1 896 tok
aihip/android-claude-code-skills android kotlin jetpack-compose claude-code openai-codex gemini-cli cursor ai-tools 5 Claude Code, Codex, OpenCode 2 1,937 tok
openshift-hyperfleet/hyperfleet-claude-plugins Claude Code plugin marketplace for HyperFleet development - team standards, workflows, and 5 Claude Code, Codex, OpenCode 2 1,422 tok
p2pdotme/payment-integrators 5 Claude Code 2
joonlab/claude-code-with-github-actions Build a serverless Claude Code scheduler using GitHub Actions — no Mini PC or VPS required 5 Claude Code 1
mhattingpete/agent-composer A repo for general multi-agent interaction; design your own agents or combine the built in 5 Claude Code 5 198 tok
goeldivyam/truematch Open source AI agent dating network. Matched on who you actually are — not who you think y 5 Claude Code 7
cordum-io/cordum-packs cordum.io Official pack bundles and the public catalog for Cordum. 5 Claude Code 1 1,973 tok
dvarahq/evals4j dvarahq.com LLM evaluation for Java — LLM-as-judge, RAG, agent-trajectory and structured-output evalua 5 Claude Code 1 1,095 tok
alwkala/tidyfactor-design alwkala.com We are building the open ecosystem for AI-ready business websites. 5 Claude Code, Codex, OpenCode 27 1,894 tok
sujitnoronha/voicecheck pypi.org End-to-end testing for voice agents. YAML scenarios, real audio through LiveKit/Daily/VAPI 5 Claude Code, Codex, OpenCode 2 1,383 tok
flespi-software/skills flespi.com AI agent skills for the flespi IoT and telematics cloud platform. Provides comprehensive r 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 477 tok
louistrue/agentic-bim-team Multi-agent AI pipeline for Swiss residential building design. Give it an address, and it 5 Claude Code 1 1,418 tok
anteprojector/sidecar anteprojector.github.io A child repo for your repo — gitignored, shared, auto-synced 5 Claude Code, Codex, OpenCode 3 92 tok
mmilanez/lead-protocol Operational continuity protocol for AI agents 5 Claude Code, Codex, OpenCode 2 987 tok
WolfpackOfOne/Q-agent wolfpackofone.github.io Agentic quantitative research framework for data pipelines, notebooks, and trading strateg 5 Claude Code, Codex, OpenCode 25 5,948 tok
xxxxchaos/oh-my-sci AI agent team for medical research: an OpenCode workflow plugin for Chinese clinical resea 5 Claude Code, OpenCode 15 898 tok
N4M3Z/forge-core Module-building skills for your AI ecosystem — build skills, build agents, architect repos 5 Claude Code, Codex, Gemini CLI, OpenCode 3 3,271 tok
Jonkimi/create-conductor-flow npmjs.com Bring Conductor, a spec-driven workflow for Gemini CLI, to any coding agent environment. 5 Claude Code, Gemini CLI 8 1,066 tok
szaghi/dotfiles my dotfiles...me! 5 Claude Code 2 5,910 tok
pablomarin/claude-codex-forge 5 Claude Code, Codex, OpenCode 2 120 tok
zainranks/Entity-SEO A simple SEO skills for entity research, semantic optimization, and structured data. 5 Claude Code 1 59 tok
baek-labs/hames A workspace-first harness for approved, evidence-backed AI agent work. Supports Codex and 5 Claude Code, Codex, OpenCode 2 431 tok
agenticdevops/aoh Agentic Ops Harness | Superpowers Like AI Harness for Ops. Currently works with Hermes Age 5 Claude Code 2 751 tok
eugene0429/awesome-ai-stack A curated catalog of AI tools — open-source and commercial (SaaS) — plus Claude Code skill 5 Claude Code 1
vpaivag/skills Personal collection of agent skills for planning, executing, tracking, and reviewing softw 5 Claude Code 2 919 tok
nonoroazoro/ai My Coding Agent plugins. 5 Claude Code, Codex, OpenCode 2 628 tok
ghostinthedata-info/skills 5 Claude Code 1 403 tok