How real projects configure their agents

32,539 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
hansipie/ecotokens Token optimizer for Claude Code Gemini CLI & Qwen Code — compresses shell outputs via PreT 21 Claude Code, GitHub Copilot 2 2,858 tok
seancrowe01/ads-machine instagram.com Closed-loop ad intelligence system built in Claude Code. Scrape competitors, grade by long 21 Claude Code 13 —
ameshkov/mcp-compress-router Compress all connected MCP into a single router MCP and save up to 99% on tokens 21 Claude Code, Codex, OpenCode 3 6,925 tok
iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear 21 Claude Code, Codex, OpenCode 4 4,725 tok
pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with 21 Claude Code, Codex, OpenCode 2 2,098 tok
rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,093 tok
IvanMurzak/MCP-Plugin-dotnet .NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-ap 21 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,282 tok
SmythOS/smyth-docs smythos.com Everything you need to build, deploy, and collaborate with agents. Ride the llama, avoid t 21 Claude Code 1 683 tok
pioner92/symbolpeek-mcp Ask for the symbol, not the file. Token-efficient MCP server giving AI coding agents sym 21 Claude Code 1 354 tok
footprintjs/agentfootprint agentfootprint.dev TypeScript AI agent framework with recorded context, tool calls and decisions, plus config 21 Claude Code, Codex, OpenCode 4 12,692 tok
kychee-com/run402-core run402.com Open-source, self-hostable server and runtime core for Run402 — backend infrastructure for 21 Claude Code, Codex, OpenCode 2 268 tok
10xHub/Agentflow agentflow.10xscale.ai Production-grade framework for building multi-agent AI systems. Graph-based orchestration, 21 Claude Code, GitHub Copilot 3 5,014 tok
iowarp/clio-core core.iowarp.ai Harnessing distributed, tiered storage for context management 21 Claude Code, Codex, OpenCode 14 12,031 tok
huggingface/physics-intern-skills Agentic framework for physics 21 Claude Code 3 715 tok
agidesigner/five-step-method-skill jogg.ai AI agent skill that teaches "question → delete → simplify → accelerate → automate" before 21 Claude Code, Codex, OpenCode 2 2,674 tok
johndaskovsky/nightshift npmjs.com Long-running unsupervised agent framework 21 Claude Code, Codex, OpenCode 23 2,457 tok
depixeled-chris/gta7 A from-scratch, browser-based GTA-style 3D open-world driving slice in TypeScript + Three. 21 Claude Code 1 3,425 tok
ishandutta2007/Awesome-Agent-Skills Skills for coding agents 🌟 Star if you like it! 🌟 21 Claude Code, Codex, Gemini CLI, OpenCode 3 2,117 tok
opensource-together/ost-linker opensource-together.com Linker : OST's recommender-system, AI powered. 21 Claude Code, Codex, OpenCode 2 2,141 tok
mdrideout/junjo python-api.junjo.ai An AI graph workflow library for building dynamic LLM driven workflows 21 Claude Code, Codex, OpenCode 9 1,954 tok
wdavidturner/product-skills 20 product management frameworks as AI agent skills — JTBD, OKRs, Shape Up, 7 Powers, and 21 Claude Code 1 2,118 tok
tower/agentic-data-engineering Repository with a skills boilerplate for agentic data engineering workflows 21 Claude Code, Codex, OpenCode 5 1,154 tok
coleam00/claude-code-new-features-early-2026 Demo project showcasing new Claude Code features from early 2026 including custom agents, 21 Claude Code 9 2,122 tok
GGPrompts/TFE 21 Claude Code, Codex, OpenCode 16 4,666 tok
NiobiumInc/niobium-client Open-source FHE client and toolchain. Build fully homomorphic encryption applications with 21 Claude Code, Codex, OpenCode 2 1,787 tok
felipefontoura/bento felipefontoura.com Bento turns a fresh Ubuntu/Debian VPS into a hardened Docker Swarm server with Traefik, Po 21 Claude Code 2 8,027 tok
danielvsantos/bliss blissfinance.co Self-Hosted Personal Finance for Global Citizens 21 Claude Code 1 12,021 tok
Hashevolution/James-RAG-Evol bestpractices.dev 🔐 Replayable RAG — a local-first, auditable knowledge-reasoning platform. Graph-RAG + app 21 Claude Code 1 11,831 tok
newstler/template Lightweight AI-Native Rails Template with all required SaaS features 21 Claude Code, Codex, OpenCode 3 10,322 tok
affandar/duroxide Durable execution framework for Rust 21 Claude Code, Codex, GitHub Copilot 2 1,874 tok
Hdaisen/pi-memory-system 🧠 A three-layer Markdown memory system for Pi Coding Agent — brains are for thinking, not 21 Claude Code 1 1,733 tok
infews/pxp_skill An Agentic skill that pairs with you in the Pivotal (Labs) style 21 Claude Code 1 754 tok
dannyhw/react-native-storybook-tools 21 Claude Code, Codex, OpenCode 2 493 tok
amkessler/nicar2026_skills_in_codex_claude Materials for NICAR 2026 session on using "skills" to aid in more reliable, reproducible a 21 Claude Code, Codex, OpenCode 8 3,311 tok
zby/llm-do "Extend with llm, stabilise with code" - Prompts when you're exploring, Python when you're 21 Claude Code, Codex, OpenCode 10 1,562 tok
jonathanbossenger/concilium A web based, local or public, multi-agent orchestration dashboard. Your council of agents. 21 Claude Code, Codex, OpenCode 2 2,711 tok
lisitan/writing-team-workbench 21 Claude Code, Codex, OpenCode 15 3,299 tok
numman-ali/editorzero Open-source, self-hostable AI-native docs platform. Humans and AI agents as peer co-editor 21 Claude Code, Codex, OpenCode 2 4,366 tok
Electro-resonance/LLM-WIKI-MCP LLM Wiki MCP – the local‑first Markdown knowledge‑base with both MCP and CLI 21 Claude Code, Codex, OpenCode 2 276 tok
goodguy1963/Copilot-Cockpit Copilot Cockpit is the kanban board system for AI work in VS Code: planning and triage, ex 21 Claude Code, Codex, GitHub Copilot 17 142 tok
mikekelly/promode A Claude Code plugin designed to make efficient use of Fable on usage credits. 21 Claude Code, Codex, OpenCode 3 2,123 tok
liamqma/sanmou-yanwu sanmou-yanwu.pages.dev 21 Claude Code, Codex, OpenCode 6 298 tok
Pipelex/cocode pypi.org A command-line tool that turns code repositories into context and analyzes them with AI me 21 Claude Code 2 355 tok
GermanDZ/ai-guided-project A template to init other projects to be developed using AI agents 21 Claude Code, Codex, OpenCode 2 2,162 tok
footprintjs/footPrint footprintjs.github.io TypeScript workflow engine with named stages, tracked state and recorded decision evidence 21 Claude Code, Codex, OpenCode 2 20,985 tok
unicorn-plugins/npd A plugin that supports the entire process of planning, designing, developing, and deployin 21 Claude Code, Codex, OpenCode 3 241 tok
OrionUE/Orion_FreeEdition orionue.com 21 Claude Code, Codex, OpenCode 60 982 tok
dean0x/devflow dean0x.github.io The most advanced agentic development meta-harness for generating production-grade code. A 21 Claude Code 1 3,219 tok
jghiringhelli/codeseeker MCP server with semantic search + knowledge graph for Claude Code, Cursor, and Copilot 21 Claude Code 1 42 tok
rodolfochicone/rc-project rodolfochicone.dev Plugin de skills e agentes para Claude Code workflows de engenharia reais, do PRD ao PR 21 Claude Code, Codex, OpenCode 2 3,024 tok