How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
xmtp/example-notification-server-go Example push notification server, written in Golang 20 Claude Code, Codex, OpenCode 2 973 tok
alyssonfranklin/b2b-agents linkedin.com A comprehensive list with 56 agents to scale your B2B startup or turbocharge Enterprise te 20 Claude Code 1 1,078 tok
ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero 20 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 5,305 tok
onurpolat05/ALBA Turn Claude Code into a personal AI agent with persistent memory. Interactive setup, 9 ski 20 Claude Code 10 307 tok
EduardMaghakyan/ipe GitHub-style plan review for Claude Code 20 Claude Code 1 952 tok
mocasus/paleo 🦴 paleo — token-saving skills for LLM agents: compress output, trim context, cap budget ( 20 Claude Code, Codex, Gemini CLI, OpenCode 3 699 tok
Varalix-Digitech-Solutions/clone-team claude.com 🧬 Clone any website with a team of AI agents — pixel-perfect UI clone + reverse-engineere 20 Claude Code 1 2,979 tok
arezous/pm-pilot AI copilot for product managers. Built for Claude Code and Cursor. 20 Claude Code, Codex, OpenCode 2 2,216 tok
2ykwang/cview Local viewer for Claude Code sessions with search, timeline, and export. 20 Claude Code, Codex, OpenCode 4 657 tok
jsegov/shipspec-claude-code-plugin Spec Driven Development Plugin for Claude Code 20 Claude Code 1 1,978 tok
rtazima/claude-proj-blueprint Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturi 20 Claude Code 2 2,616 tok
ConnorGriffin/skills Portable coding-agent skills for UI mockups, browser verification, Codebase Memory, and is 20 Claude Code, Codex, OpenCode 2 736 tok
nicolasmaldonadoj/google-ads-cli-toolkit Toma control de tu Google Ads, GTM y GA4 desde la terminal — kit open source con playbook 20 Claude Code 1 1,909 tok
hydroCoderClaud/cc-desktop hdupdate.myseek.fun Hydro Desktop — A native desktop workspace for Claude Code, with project-based agents, Not 20 Claude Code, Codex, OpenCode 3 4,603 tok
mshahiddigital/agentic-local-seo-audit mshahid.com Complete 21-phase local business SEO audit plugin for Claude Code — 24 skills, 36 commands 20 Claude Code, Codex, OpenCode 3 9,429 tok
PyModel/pythinker-cli pythinker.com Think first, then code. Where Claude Code and Codex jump straight to writing, this stays r 20 Claude Code, Codex, OpenCode 4 9,255 tok
Aditya-Tripuraneni/CacheLane cache-lane.vercel.app 20 Claude Code 1 1,537 tok
sethdeckard/atria TUI for managing multiple AI coding agents in terminal tabs and panes. 20 Claude Code, Codex, OpenCode 2 4,706 tok
frankbria/codeframe Think → Build → Prove → Ship. The project delivery system that turns ideas into verified, 20 Claude Code, Codex, OpenCode 17 12,133 tok
oro-ad/nuxt-claude-devtools Nuxt DevTools integration for Claude Code AI assistant 20 Claude Code 1
changoo89/claude-pilot 🎯 Claude Code workflow engine - SPEC-first planning, TDD automation, GPT delegation, and 20 Claude Code 59 2,106 tok
dinhnguyenngoc/spec-driven-claude-code AI-automated SDLC pipeline with human-controlled quality gates, for Claude Code — spec bef 20 Claude Code 37
pixlie/SmartCrawler smartcrawler.pixlie.com A smart web crawler built in Rust that uses Claude AI to select the most relevant URLs fro 20 Claude Code 1 760 tok
rodspeed/epistemic-memory What should a machine remember about a person? A protocol for AI memory that models who yo 20 Claude Code 2
bostonaholic/rpikit bostonaholic.github.io A Claude Code plugin implementing the Research-Plan-Implement (RPI) framework for discipli 20 Claude Code, Codex, OpenCode 2 960 tok
moshehbenavraham/apex-spec-system youtu.be Specification-driven workflow system for AI-assisted development - break large projects in 20 Claude Code, Codex, Gemini CLI, OpenCode 3 198 tok
stefanoginella/aicontainer npmjs.com Sandboxed devcontainer for running Claude Code, Codex, and OpenCode in bypass / auto-appro 20 Claude Code, Codex, OpenCode 2 12,508 tok
LeanAndMean/mach10 Claude Code plugin for structured, AI-driven software development. Orchestrates complex wo 20 Claude Code 1 5,751 tok
Accelerated-Innovation/governed-ai-delivery Governed AI Delivery (GovKit) is an open source toolkit for spec-driven, evaluation-aware 20 Claude Code 1 2,167 tok
stefanhoelzl/codehydra codehydra.stho.net Multi-Workspace IDE for Parallel AI Agent Development 20 Claude Code 4 8,170 tok
lionkiii/claude-seo-skills 42 SEO commands for Claude Code — site audits, Ahrefs backlinks, GSC analytics, SERP resea 20 Claude Code 1 229 tok
scitex-ai/emacs-claude-code Emacs interface for Claude Code with auto-response, vterm integration, and session managem 20 Claude Code 1 93 tok
hansipie/ecotokens Token optimizer for Claude Code Gemini CLI & Qwen Code — compresses shell outputs via PreT 20 Claude Code, GitHub Copilot 2 2,395 tok
GeoloeG-IsT/agents-reverse-engineer Reverse engineer your codebase to let your agents work efficiently 20 Claude Code, Codex, OpenCode 55 4,982 tok
butterlatte-zhang/unity-ai-bridge Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & li 20 Claude Code 1
product-on-purpose/pm-skills-mcp MCP server exposing 40 PM skills + 11 workflows + 8 utility tools (59 tools) via Model Con 20 Claude Code, Codex, OpenCode 2 1,591 tok
chenlinyang/mcp-server-mysql An enhanced MySQL MCP service designed to provide comprehensive read-only access to MySQL 20 Claude Code 1
safety-quotient-lab/psychology-agent unratified.org General-purpose psychology agent (Caude Code): collegial mentor, specialized sub-agents, a 20 Claude Code 27 1,734 tok
algorismo-au/lanekeep Governance guardrails and insights for AI coding agents 20 Claude Code 1 1,196 tok
eliasstravik/skills Nine eval-built agent workflows for planning, implementation, copy, and repository work. 20 Claude Code, Codex, OpenCode 2 1,146 tok
pantheraudits/move-auditor pantheraudits.com Skill for move smart contract security auditing. 20 Claude Code, Codex, OpenCode 2 1,607 tok
brockwebb/open-census-mcp-server Turn any AI assistant into your personal Census data expert. Ask questions in plain Englis 20 Claude Code 1 3,359 tok
Sendmux/skills Agent skills for Sendmux 20 Claude Code, Codex, OpenCode 2 411 tok
ChronoAIProject/Ornn ornn.chrono-ai.fun Your all-in-one skills-as-a-service platform to manage your skills, auto-generate skills a 20 Claude Code 1 6,198 tok
hifly81/bikescout hifly81.github.io AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and 20 Claude Code, Codex 10
Alireza29675/teamctl teamctl.run Stop rebuilding your agentic setup every time. Define it in YAML, run it with one command, 20 Claude Code 26 1,225 tok
LastSearch-HQ/lastsearch lastsearch.ai Reliable research infrastructure for AI agents. Evidence-backed web search with citations, 20 Claude Code, Codex 2 2,732 tok
Optima-Chat/cc-best-practice cc-best-practice.optima-ai.biz Best practices for AI-native development 20 Claude Code 1 87 tok
MrPickl3s/AI-Innovator-Radar A personal AI intelligence system for solo builders. Filter daily AI noise against your ac 20 Claude Code 2 765 tok
MySetsuna/ridge mysetsuna.github.io Split-screen terminal workspace — split panes, embedded editor, Git graph, Claude Code age 20 Claude Code, Codex, OpenCode 2 378 tok