How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
grokify/aha-studio grokify.github.io MCP server for Aha! product management SaaS service. 2 Claude Code 1 196 tok
willwearing/graspful graspful.ai Agent-first adaptive learning platform. Create courses as YAML knowledge graphs via CLI or 2 Claude Code, Codex, OpenCode 2 6,747 tok
michael-L-i/cadence-code A fully local voice companion for Codex and Claude Code on Apple Silicon — talk to your co 2 Claude Code, Codex, OpenCode 2 3,264 tok
uppadhyayraj/dq-awesomeqa uppadhyayraj.github.io QA lifecycle plugin for UI, API, accessibility, and performance testing across coding agen 2 Claude Code, Codex, Gemini CLI, OpenCode 4 1,631 tok
openplanr/planr-pipeline Spec-driven AI factory for Claude Code. Two-phase pipeline (PO → review → DEV) with 8 suba 2 Claude Code, Codex, OpenCode 2 5,782 tok
zircote/kotlin-lsp Claude Code plugin for Kotlin development with kotlin-language-server and ktlint hooks 2 Claude Code 1 198 tok
TouheedCode/claude-dev-workflow touheedcode.github.io 🚀 Streamline your development with a 7-phase pipeline that transforms Claude Code into co 2 Claude Code 17 461 tok
Rohankundra2009/claude-agents-forge Build and run production-ready Claude Code agents with full agent specs, including turn li 2 Claude Code 1 1,156 tok
yhyatt/DMAF clawhub.ai 🧠 Don't Miss A Face — Automatically backup WhatsApp photos of your loved ones to Google P 2 Claude Code, Codex, OpenCode 2 2,981 tok
ucsahinn/ai-skill-create AI Skill Create: toolkit for creating, validating, testing, and packaging reusable AI agen 2 Codex, OpenCode 1 292 tok
revenantworks/claude-skills Revenantworks Agent Skills for Claude — the foundation wrights, the gamedev smiths, and th 2 Claude Code 4 1,052 tok
hnikoloski/imlazy hnikoloski.github.io Token-efficient tier-routed agent orchestrator 40+ skills, 19 agents, Obsidian vault. Work 2 Claude Code 1 410 tok
pau-vega/Devkit-AI pau-vega.github.io A curated marketplace of Claude Code plugins — starting with typescript-rules for real-tim 2 Claude Code, Codex, OpenCode 3 2,378 tok
AgenticPawan/FullStack-Pilot Claude Code plugin marketplace for Angular + .NET + SQL Server + Azure - governance skills 2 Claude Code, Codex, OpenCode 2 7,870 tok
IgnacioMarin402/spec-flow-plugin A spec-driven multi-agent pipeline for Claude Code: a feature ships only when a test that 2 Claude Code 1 1,804 tok
frankxai/agentic-income-skills frankx.ai Portable agent skills for building honest AI-tool income systems — the agentic-income brai 2 Codex, OpenCode 1 326 tok
SUNRNEHUI/agent-harness Plan-native execution harness for AI coding agents: intent-to-contract synthesis, bounded 2 Codex, OpenCode 1 1,481 tok
campfront/camp-skills camp-skills.com Open agent skills for summer camps, brought to you by Campfront 2 Claude Code, Codex, OpenCode 2 511 tok
ClawEnable/html-artifact-best-practices An Agent Skill that helps AI agents produce high-quality standalone single-file HTML artif 2 Claude Code, Codex, OpenCode 2 1,393 tok
yu2001-s/OpenDocu Local-first versioned documentation search for coding agents. 2 Claude Code, Codex, OpenCode 1 518 tok
yusufalikync/ccs Real-time usage stats in Claude Code's status line — see context %, session limit, weekly 2 Claude Code 3 2,296 tok
CaesiumY/dding-dong caesiumy.dev Claude Code notification plugin — Sound alerts and OS notifications on task completion. Cu 2 Claude Code 1 1,666 tok
KashZod/devloop kashzod.github.io A test-driven development loop for agentic coding tools such as Claude Code and Codex: /sp 2 Codex, OpenCode 1 452 tok
DiUS/agent-toolkit DiUS's growing collection of reusable building blocks for AI coding agents — skills, comma 2 Claude Code, Codex, OpenCode 2 1,580 tok
Stephen-studying/daily-work-planner Local-first work-session preflight skill for Codex, Claude Code, Gemini CLI, and Agent Ski 2 Codex, OpenCode 1 288 tok
fetchai/agentverse-skills agentverse.ai Agent skills for interacting with Fetch.ai's Agentverse — portable SKILL.md format for Cla 2 Codex, OpenCode 1 727 tok
troyjthomas/ios-agent-skills Production-grade skills for building native iOS apps with AI coding agents. No code requir 2 Claude Code 1 229 tok
tbhb/social-skills Weaponized personality modules for AI agents — skills that teach your coding agent the cor 2 Claude Code, Codex, OpenCode 3 1,190 tok
m-binimran/real-estate-pack Compliance guardrails, skills, loops & review agents for US residential real estate agents 2 Claude Code 1 399 tok
rubenCodeforges/codeforges-claude-plugin Production-ready Claude Code plugin with specialized agents for deep code analysis, perfor 2 Claude Code 1 2,014 tok
agentidx/agentindex AI Agent Discovery Platform — Find any AI agent by capability. 24K+ agents indexed. 2 Claude Code 1 3,519 tok
thamaraiselvam/mcp-jira-confluence A Model Context Protocol (MCP) server that connects AI assistants to Jira and Confluence. 2 Claude Code 9 1,778 tok
v0idw4lker/trustmcp Free, open-source security scanner for MCP servers, static analysis, live dynamic probing 2 Claude Code 2 141 tok
callibrity/mocapi callibrity.github.io An enterprise-grade Spring Boot framework for stateless Model Context Protocol (MCP) serve 2 Claude Code 1 1,403 tok
ffleurey/mcpscope Local-first workbench to build, inspect & benchmark MCP servers against local or remote LL 2 Codex, OpenCode 1 1,894 tok
Iyedchebbi/GameSpace game-space-self.vercel.app AI-built futuristic gaming store with 3D Spline hero, cart & checkout system, EmailJS orde 2 Codex, OpenCode 1 1,134 tok
M-T-D-N/agentmemory-codex-windows Independent Windows-native AgentMemory downstream for OpenAI Codex Desktop and CLI, with m 2 Claude Code, Codex, OpenCode 1 2,209 tok
AsherDLL/jadx-rpc A headless jadx engine for LLM agents. Answers structured questions about an APK, DEX or J 2 Codex, OpenCode 1 2,099 tok
phxwang/feishuchannel-for-claudecode Feishu channel plugin for Claude Code — route Feishu groups to isolated Claude Code instan 2 Claude Code 1 559 tok
arikw/claude-code-matrix-bridge arikw.github.io Live two-way Matrix ↔ Claude Code TUI bridge via the Channels API research preview. Plugin 2 Claude Code 4
rikdc/ai-skills My personal claude plugins 2 Claude Code, Codex, OpenCode 2 2,442 tok
zircote-plugins/github-agentic-workflows Claude Code plugin for authoring, validating (via gh aw compile), and improving GitHub Age 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,298 tok
LingFeng-Vels/session-coord-mcp 🚀 Local-first MCP server for multi-session AI coding coordination, task claiming, and con 2 Codex, OpenCode 1 106 tok
teranos/ground Ground Control for Claude Code 2 Claude Code 1 531 tok
cahenesy/throughline Claude Code plugin: a PRD/TDD/ADR design-doc pipeline with phase-gate PRs, an independent 2 Claude Code 1
10CG/Aria Make AI a genuine collaborator in your software projects — AI-DDD methodology for Claude C 2 Claude Code 2 4,270 tok
lemon-etvibe/prompt-vault Phase-based conversation logging plugin for Claude Code with context protection and HTML r 2 Claude Code 1 737 tok
JiaWeiXie/swarm-pi-code-plugin connects Claude Code and Codex to a bounded Pi coding worker for repository-grounded analy 2 Claude Code, Codex, OpenCode 2 451 tok
kbichave/skills Claude Code plugin for deep system discovery, implementation planning, and code generation 2 Claude Code, Codex, OpenCode 5 1,952 tok
AgentureHQ/agenture-loop agenture.dev Claude Code plugin that enables AI agents to own full SDLC phases 2 Claude Code 2 1,963 tok