How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
smaramwbc/statewave-web statewave.ai Official website for Statewave — open-source memory runtime for AI agents 7 Codex, GitHub Copilot, OpenCode 2 1,633 tok
Kampe/Herdforge Standalone, repo-agnostic multi-agent orchestration daemon and AI software factory CLI in 7 Claude Code, Codex, OpenCode 2 3,563 tok
yeet-src/agent-jail yeet.cx Confine an AI coding agent (oh-my-pi/omp) to one directory with Landlock, and watch it liv 7 Codex, OpenCode 1 7,310 tok
PlunderStruck/scip-query npmjs.com Evidence and verification for AI coding agents: map code, reuse concepts, finish migration 7 Claude Code, Codex, OpenCode 4 720 tok
dsebastien/obsidian-agentic-resource-discovery-server dsebastien.github.io An Obsidian plugin that enables configuring and exposing agentic resources based on the Ag 7 Claude Code, Codex, OpenCode 3 11,237 tok
KyaniteLabs/checkyourself kyanitelabs.tech Local-first completion-evidence system for AI-built apps: read-only audit, verifier-execut 7 Codex, OpenCode 1 2,065 tok
mmletgo/cc-partner Local-first multi-device AI project workspace: unified management of projects, worktrees, 7 Claude Code, Codex, OpenCode 2 12,565 tok
isamisushi/katamari isamisushi.github.io Terminal diff review with real LSP and stacked-PR-like review units — hover, go-to-definit 7 Claude Code, Codex, OpenCode 3 1,638 tok
tslim/nexus Personal & Work AI Assistant in Pi.dev, Claude Code or opencode.ai 7 Claude Code, Codex, OpenCode 21 4 tok
aihip/android-claude-code-skills android kotlin jetpack-compose claude-code openai-codex gemini-cli cursor ai-tools 7 Claude Code, Codex, OpenCode 2 1,937 tok
durandom/skills 7 Claude Code, Codex, OpenCode 18 615 tok
chestnutzoe/chestnut-copy-skill 7 Codex, OpenCode 1 52 tok
GeekyAnts/geeklego geeklego.io - AI Powered Design System by GeekyAnts Team. 7 Claude Code, Codex, OpenCode 5 8,632 tok
jstoup111/ai-conductor 7 Claude Code, Codex, OpenCode 8 10 tok
Automattic/skillsmith automattic.github.io Skill Tester & Self-Improvement Harness 7 Claude Code, Codex, OpenCode 2 166 tok
singchia/gospec Go backend SDLC spec skill for AI coding agents 7 Codex, OpenCode 1 876 tok
hyperb1iss/moonrepo-skill Agent skills for Moonrepo and Proto 7 Codex, OpenCode 1 547 tok
luckiday/vibe-hardware Vibe-code real hardware: agent skills that take a device from a plain-language idea to fir 7 Claude Code, Codex, OpenCode 2 1,753 tok
CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit 7 Claude Code, Codex 11 —
peijiping/learn-claude-code-openai OpenAI and LangChain version of the learn-claude-code tutorial 7 Codex, OpenCode 1 2,736 tok
Heapy/kortex Agent Skills for Kotlin Development 7 Claude Code, Codex, OpenCode 2 1,311 tok
AdvayRoy/slate-skills Token-efficient skills for Codex and Claude Code. Less agent noise. More engineering signa 7 Claude Code, Codex, Gemini CLI, OpenCode 3 501 tok
omkhar/vulnerability-validation-skill 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,473 tok
dmythro/agent-skills dmythro.com Agent skills for OpenCode, Claude Code and other AI agents 7 Claude Code, Codex, OpenCode 2 1,851 tok
hangx969/learning-notes A repository of knowledge base covering Kubernetes, cloud-native technologies and more. 7 Claude Code, Codex, OpenCode 2 2,375 tok
SuperiorByteWorks-LLC/agent-project Production-grade agentic development template with 27-agent AI code review system, CI/CD p 7 Codex, OpenCode 1 2,575 tok
nitrodevco/turbo-cloud 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 41,484 tok
zaxardery8011-design/aiwff-runtime zax.com.tw Local task engine. Each task leaves a file you can open. 7 Claude Code, Codex, OpenCode 2 329 tok
ucalegon206/agency-agents local fork of msitarzewski/agency-agents 7 Codex, OpenCode 1 694 tok
heygen-com/auto-model-optim 7 Claude Code, Codex, OpenCode 3 735 tok
vishvananda/agent-cppgm 7 Claude Code, Codex, OpenCode 2 1,713 tok
mozilla/blender mozilla.github.io 7 Claude Code, Codex, GitHub Copilot, OpenCode 4 319 tok
ai-assist-org/ai-assist ai-assist-org.github.io AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling 7 Claude Code, Codex, OpenCode 2 13,701 tok
powsybl/pypowsybl-mcp 7 Codex, OpenCode 1 606 tok
andkirby/markdown-ticket Kanban-style ticket board system using markdown files for storage. Features drag-and-drop 7 Claude Code, Codex, OpenCode 4 2,826 tok
AEON-7/aeon-music-video Audio-reactive music video builder. librosa-driven beat / onset / RMS detection drives ffm 7 Codex, OpenCode 1 1,166 tok
manaflow-ai/cmux-home Minimal cmux home TUI for launching and monitoring agent workspaces 7 Codex, OpenCode 1 217 tok
aeren23/image-processing-skills Decision-focused SKILL.md files for AI coding agents working on computer vision projects. 7 Codex, OpenCode 1 324 tok
RealAdarsh/jj-skill Cross-agent Jujutsu (jj) workflow skill for coding agents (Codex, Claude, Gemini, and AGEN 7 Claude Code, Codex, Gemini CLI, OpenCode 3 312 tok
Zeusxzx/autonomous-ai-clipping-agent AI agent that autonomously finds, edits, captions, and schedules clips from Twitch streame 7 Codex, OpenCode 1 1,838 tok
gaijinjoe/herdres a herdr to hermes integration 7 Codex, OpenCode 1 2,791 tok
Spritualkb/CTFskill 7 Claude Code, Codex 2 —
groktopus/loop-designer Autonomous agent loop design in 10 steps — from /goal to unattended cron loops with memory 7 Codex, OpenCode 1 336 tok
mekotenkov-ux/seomeatagentscreator A Russian-language universal system for building production-grade agent systems and skills 7 Codex, OpenCode 1 516 tok
zhoushoujianwork/clawflow Coding as a Service. 7 Claude Code, Codex, OpenCode 3 5,425 tok
DotBots/mari crystalfree.atlassian.net The Micro-robot Access Radio Infrastructure (Mari) enables responsive wireless communicati 7 Claude Code, Codex, OpenCode 2 538 tok
woowacourse-teams/2026-rilog 7 Codex, OpenCode 1 988 tok
MLAI-AUS-Inc/roo MLAI's AI Agent and Assistant Roo with multiple skills for community management 7 Codex, OpenCode 1 6 tok
gmantoha/ctrlx-os-agent-skills 7 Codex, OpenCode 1 633 tok
Human-Cognome-Project/human-cognome-project Human Cognome Project: Mapping thought geometry across all sentience. Pre-alpha working gr 7 Codex, OpenCode 1 5,833 tok