How real projects configure their agents

32,505 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
zhu1090093659/minister Put Claude Code and Codex into Feishu to give your team an all-purpose colleague. 142 Claude Code 1 —
NikiforovAll/claude-code-rules nikiforovall.blog Learn practical techniques to enhance your AI-assisted development workflow with Claude Co 142 Claude Code 2 401 tok
Nehliin/vortex io_uring based bittorrent client built for modern Linux kernels 142 Claude Code 1 544 tok
snowmead/rust-docs-mcp MCP server for agents to explore rust docs, analyze source code, and build with confidence 142 Claude Code 3 599 tok
ahpxex/open-dictionary ahpxex.github.io The genuine open dictionary, grounded by Wikitionary and explained more with LLMs 142 Claude Code, Codex, OpenCode 2 1,909 tok
PeakCode-AI/PeakCode peakcode-ai.github.io A unified interface for managing AI coding agents including Claude Code, Codex, Gemini, Ki 142 Claude Code, Codex, OpenCode 2 4,503 tok
vinta/hal-9000 Opinionated AI coding agent and dev environment automation for macOS 142 Claude Code, Codex, OpenCode 3 702 tok
evo-design/proto-tools proto.evodesign.org A universal infrastructure layer for generative biology 142 Claude Code, Codex, Gemini CLI, OpenCode 5 1,654 tok
wpgaurav/generateblocks-skills gauravtiwari.org Agent skills for GenerateBlocks V2 and Pro: valid block markup for layouts, query loops, c 142 Claude Code, Codex, OpenCode 2 894 tok
wusaki0723/Aelios A tiered long-term memory kernel · Cloudflare Workers + D1 + Vectorize · Three write tiers 142 Claude Code, Codex, OpenCode 2 561 tok
Averyy/pcbparts-mcp pcbparts.dev MCP server for searching electronic components for PCB assembly 142 Claude Code 1 2,023 tok
open-octo/octo-agent octo-agent.dev Open-source, single-binary, self-hosted AI agent — your models and data stay on your machi 142 Claude Code 1 2,039 tok
ZenlixAI/hitl-mcp A production-ready, state-persistent MCP server for Human-in-the-Loop (HITL) interaction. 142 Claude Code, Codex 13 —
LKbaba/Gemini-mcp MCP server implementation for Google's Gemini API 141 Claude Code 1 841 tok
agi-inc/claude-web 141 Claude Code 1 2,149 tok
AHepi/DeepReason 141 Claude Code 27 12,033 tok
openclaw/shellbench huggingface.co The agent benchmark that scores the full stack — harness, config, and model — not just the 141 Claude Code, Codex 2 —
nanotaboada/python-samples-fastapi-restful 🧪 Proof of Concept for a RESTful API built with Python 3 and FastAPI 141 Claude Code 6 1,777 tok
bitsofchris/openaugi Human memory, for agents. Scalable, private, personal knowledge base for any LLM provider 141 Claude Code, Codex, OpenCode 2 3,470 tok
microsoft/eval-guide A plugin for AI agent evaluation. Plan evals, generate test cases, interpret results for C 141 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,504 tok
zhensherlock/protocol-launcher protocol-launcher.vercel.app Type-safe deep link generator for protocol-based apps, enabling one-click launch, install, 141 Claude Code, Codex, OpenCode 2 1,501 tok
katopz/katgpt-rs A neuro-symbolic micro-Transformer with speculative decoding, constraint pruning, recurren 141 Claude Code, Codex, OpenCode 12 16,262 tok
zhaji2333/CkSKILLS An SRC vulnerability-hunting Agent skill system based on Claude Code / Codex — system-leve 141 Claude Code, Codex, OpenCode 22 6,861 tok
jamesmontemagno/ohmyposh-configurator configurator.ohmyposh.dev Design beautiful terminal prompts without touching configuration files 141 Claude Code, Codex, GitHub Copilot 9 1,937 tok
taskless/cli taskless.io Taskless CLI and Agent Skills 141 Claude Code, Codex, GitHub Copilot, OpenCode 31 10,308 tok
Aiko-IT-Systems/DisCatSharp docs.dcs.aitsys.dev Your library to write discord apps in C# with focus on always providing access to the late 140 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,110 tok
haojing8312/WorkClaw 140 Claude Code, Codex, OpenCode 27 12,441 tok
zhing2006/krew-cli A multi agents meeting CLI. 140 Claude Code, Codex, OpenCode 2 2,151 tok
Mark393295827/third-brain-v7-skills agent wiki +engineering skills 140 Claude Code, Codex, Gemini CLI, OpenCode 3 3,383 tok
maquina-app/maquina_components maquina.app Modern UI components for Ruby on Rails, powered by TailwindCSS and Stimulus 140 Claude Code 1 1,489 tok
coleam00/your-claude-engineer Demonstration of an agent harness with access to tools like Slack, GitHub, and Linear so i 140 Claude Code 1 —
jvm-skills/jvm-skills 140 Claude Code, Codex 20 —
utensils/nxv utensils.io Find any version of any Nix package, instantly. Fast CLI + HTTP API + web UI over 9+ years 140 Claude Code, Codex, OpenCode 8 4,042 tok
edheltzel/dotfiles My setup for 🐠 Fish shell on  macOS - v3 140 Claude Code, Codex, OpenCode 2 2,872 tok
this-rs/project-orchestrator A Rust-based AI agent orchestrator with Neo4j knowledge graph, Meilisearch semantic search 140 Claude Code, Codex, OpenCode 2 9,129 tok
babarot/gh-infra babarot.github.io Declarative GitHub infrastructure management via YAML 140 Claude Code, Codex, OpenCode 4 1,379 tok
kv0906/pm-kit willtran.xyz AI-augmented PM workspace for Coding Agents — daily standups, decisions, blockers, docs, a 140 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 51 2,768 tok
postgres-ai/postgresai postgresai – Postgres observability built for humans and AI agents 140 Claude Code, Codex, OpenCode 4 245 tok
SukinShetty/Nemp-memory nemp.dev Nemp - The memory plugin for Claude Code that remembers everything. 140 Claude Code 1 286 tok
clxzl/claude-code-best-practice-cn Chinese translation of Claude Code best practices. 140 Claude Code 45 1,807 tok
wrsmith108/linear-claude-skill Agent skill for managing Linear issues, projects, and teams. MCP tools, SDK automation, Gr 140 Claude Code 1 1,448 tok
sidequery/sidemantic sidemantic.com The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, 140 Claude Code, Codex, OpenCode 2 1,680 tok
ivanarama/onebase onebase.ivantitov.tech An open business platform with a familiar DSL for accounting tasks, written in Go — open b 140 Claude Code, Codex, OpenCode 9 11,045 tok
papaoloba/spec-based-claude-code Implementation of a Spec-Driven Development workflow in Claude Code using custom slash com 140 Claude Code 1 499 tok
r1c7/CluxMate AI coding agent with one Python core and three front-ends — headless CLI, Textual TUI, and 140 Claude Code, Codex, OpenCode 1 15,399 tok
allora-network/allora-chain allora.network the chain 140 Claude Code, Codex, OpenCode 2 3,600 tok
Kangentic/kangentic kangentic.com An agentic development environment for AI coding agents 140 Claude Code, Codex, OpenCode 33 6,797 tok
vmnog/calendarcn calendarcn.xyz A calendar for React inspired by Notion Calendar, built on shadcn/ui. Day, week and month 140 Claude Code 7 2,577 tok
LYL1015/JarvisX-Cowork JarvisX-Cowork: Your First Personal AI Creative Assistant for Everyone! 139 Claude Code 1 —
dedalus-labs/dedalus-mcp-python docs.dedaluslabs.ai A simple and performant Model Context Protocol framework for Python. 139 Claude Code, Codex, OpenCode 2 1,699 tok