How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project 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
keanji-x/Navi 22 Claude Code, Codex 1 —
GetStream/stream-feeds-js 22 Claude Code, Codex, OpenCode 2 7,698 tok
rstudio/shiny-workflows GitHub Actions workflows for Shiny and related packages 22 Claude Code 2 1,598 tok
conradkoh/raggrep Local semantic search and retrieval 22 Claude Code, Codex, Cursor, OpenCode 4 2,202 tok
sapiencexyz/sapience sapience.xyz 22 Claude Code, Codex, OpenCode 7 1,735 tok
daniloc/mnemion A knowledge management surface for humans and agents 22 Claude Code 11 12,409 tok
hexxt-git/umm umm.hexxt.dwv ask your terminal questions 22 Claude Code 1 2,582 tok
LadislavSopko/cvm 22 Claude Code 2 2,102 tok
wende/mobileclaw mobileclaw.vercel.app OpenClaw (and LM Studio) chat with strong focus on responsive and beautiful interface 22 Claude Code, Codex, OpenCode 2 3,016 tok
llorracc/SolvingMicroDSOPs Christopher Carroll's Lecture Notes on Solving Microeconomic Dynamic Stochastic Optimizati 22 Claude Code, Codex, OpenCode 2 1,794 tok
skyf0xx/Pebble zenbin.org A Hermes UI 22 Claude Code 1 3,568 tok
cobriensr/Options-Strike-Calculator theta-options.com 0DTE SPX options analytics: Black-Scholes strike, iron condor, BWB and hedge calculators, 22 Claude Code, Codex, OpenCode 3 9,257 tok
malon64/openlakeforge Cloud Agnostic data platform for both cloud or on prem 22 Claude Code, Codex, OpenCode 2 3,876 tok
harness-base/harness-control 22 Claude Code, Codex, OpenCode 37 2,227 tok
pluqqy/pluqqy-terminal pluqqy.com Terminal-based context management for AI driven development 22 Claude Code 1 1,370 tok
KarnaughK/AIPD AI-Powered Development — A documentation-structured workflow where agents drive software p 22 Claude Code, Codex, OpenCode 2 3,701 tok
fdhhhdjd/Class-Production-AI-App 🏗️ Production-ready AI app structure — RAG pipeline, hybrid search, self-correcting agent 22 Claude Code, Codex, OpenCode 2 776 tok
tmchow/tmc-marketplace Claude Code and Codex plugins by Trevin Chow 22 Claude Code, Codex, OpenCode 6 2,114 tok
PaulRBerg/prb-effect Effect-ts monorepo with utilities for web3, next.js, and more 22 Claude Code, Codex, OpenCode 3 1,519 tok
seflless/deepwiki deepwiki.sh DeepWiki for coding agents 22 Claude Code, Codex, OpenCode 2 564 tok
Railly/agent-brain railly.dev An agent-powered knowledge system built on Obsidian + Claude Code + Codex 22 Claude Code, Codex, OpenCode 32 1,630 tok
carlrannaberg/cclint Linter for Claude Code project files 22 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 4,110 tok
atman-33/openspec-for-copilot marketplace.visualstudio.com A VS Code extension that gives GitHub Copilot users a guided, spec-driven workflow using O 22 Claude Code, Codex, OpenCode 11 95 tok
jeffdc/gallformers gallformers.org The gallformers site 22 Claude Code, Codex, OpenCode 2 1,088 tok
namakshenas/CLAUDE-md-12-rule-template CLAUDE.md — 12-rule template 22 Claude Code 1 560 tok
ElleNajt/meta-agent-shell 22 Claude Code 1 220 tok
050602/KarlCat Base Mydog remould , NodeJS Game Server ,Use TypeScript 22 Claude Code 1 3,960 tok
forcedotcom/SalesforceMobileSDK-Package 22 Claude Code 1 3,919 tok
rygwdn/slack-tools 22 Claude Code 3 298 tok
techinpark/appstore-status-webhook 🚀 Auto-notify your team about App Store release status via webhooks 22 Claude Code 1 1,019 tok
bwasti/gt [experimental] multiplexed distributed tensor framework 22 Claude Code 1 5,680 tok
ubie-oss/dbt-data-privacy A dbt package to enhance data privacy 22 Claude Code, Codex, OpenCode 6 296 tok
mrFlick72/vauthenticator VAuthenticator OpenID Connect/OAuth2.1 Auth server 22 Claude Code, Codex, OpenCode 2 330 tok
westphae/goflying Go tools for flying 22 Claude Code 1 3,236 tok
posit-dev/py-shiny-site shiny.posit.co The documentation website for Shiny for Python 22 Claude Code 3 7,957 tok
ChristopherA/Claude-Code-CLI-Toolkit 22 Claude Code 1 10,662 tok
ed-donner/tradewars A battle between LLMs for day trading 22 Claude Code 1 3,779 tok
daniel-carreon/sflow Open-source voice-to-text for macOS. Wispr Flow alternative at 99% lower cost. Groq Whispe 22 Claude Code 1 4,518 tok
vorushin/pallas_puzzles vorushin.github.io Puzzles/etudes for JAX/TPU kernel language 22 Claude Code 2 884 tok
adam-s/testing-claude-agent Probabilistic benchmarking of .claude/ instruction sets for Claude Code token efficiency 22 Claude Code 1 260 tok
codingthefuturewithai/mcp-cookie-cutter A cookiecutter template for creating MCP (Model Control Protocol) servers 22 Claude Code 1 907 tok
parnexcodes/synthetic-web-search-mcp A Model Context Protocol (MCP) server that exposes the Synthetic web search API as a tool 22 Claude Code, Codex, OpenCode 2 1,499 tok
elevenlabs/eleven.shopping eleven.shopping ElevenLabs Agent with Storefront MCP UI Server & MCP UI client 22 Claude Code 1 1,379 tok
shibayu36/mysql-schema-explorer-mcp 22 Claude Code 1 573 tok
Swap-API/swap-api 22 Claude Code 2 3,273 tok
es6kr/claude-code-sessions Monorepo for Claude Code session management tools 22 Claude Code 1 981 tok
promobase/google-ads-mcp 22 Claude Code, Codex, OpenCode 2 644 tok
Azure/gpt-rag-mcp gpt-rag-mcp 22 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,909 tok
T-Lab/OpenRFM 22 Claude Code, Codex, OpenCode 2 5,427 tok
magendooro/n98-magerun2-performance-review Magento 2 - Performance review module 22 Claude Code 8 5,343 tok