How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
cmu-phil/py-tetrad Makes algorithms/code in Tetrad available in Python via JPype 99 Claude Code 2 1,020 tok
Facets-cloud/flow facets-cloud.github.io Turn isolated Claude sessions into a continuous working relationship 99 Claude Code, Codex, OpenCode 1 1,791 tok
ljw1004/mini_agent A mini AI agent CLI, similar to Claude Code and Gemini CLI 99 Claude Code 1 2,224 tok
InstaWP/mcp-wp instawp.com MCP Server for WordPress 99 Claude Code 1 2,550 tok
rogasper/labas-bahasa labas.rogasper.com Labas (Latihan Bahasa) merupakan platform latihan bahasa untuk persiapan IELTS, TOEFL, JLP 99 Claude Code, Codex, OpenCode 7 4,862 tok
Kevin7Qi/codex-collab Collaborate with Codex from Claude Code 99 Claude Code, Codex 1 1,320 tok
eLyiN/gemini-bridge A lightweight MCP server bridging AI agents to Google's Gemini AI via official CLI 99 Claude Code, Codex, OpenCode 2 4,178 tok
mjunaidca/polymarket-skills Composable Agent Skills for Polymarket prediction market trading. Paper-trading-first, sec 99 Claude Code 1 2,515 tok
yavorsky/unbuilt.app unbuilt.app Free and Open Source technology detection tool 99 Claude Code, Codex, OpenCode 3 1,097 tok
statsclaw/statsclaw statsclaw.ai A workflow framework for statistical package development 99 Claude Code 2 25 tok
SantanderAI/ralph A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each i 99 Claude Code 1 254 tok
microsoft/agentic-agile-template Agentic-Agile Development bridges Agile process values with the capabilities of AI coding 99 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,345 tok
marianfoo/abap-mcp-server mcp-abap.marianzeis.de 99 Claude Code, Codex, OpenCode 2 1,586 tok
dazuiba/handoff Delegate tasks to DeepSeek right inside your Claude Code / Codex sessions. 99 Claude Code 1 763 tok
jupyter-ai-contrib/nb-cli A CLI-first interface for AI agents to work with notebooks 99 Claude Code, Codex, OpenCode 2 846 tok
dash0hq/agent-skills OpenTelemetry skills and reference documentation for AI coding assistants - instrumentatio 99 Claude Code, Codex, OpenCode 2 1,579 tok
hoangsonww/AI-Agents-Orchestrator hoangsonww.github.io 🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude 99 Claude Code, Codex, OpenCode 19 1,736 tok
Lambenthan/empiricalwiki AI knowledge base for empirical research in economics and management — a complete pipeline 99 Claude Code, Codex, OpenCode 31 4,874 tok
hamidi-dev/opentab 📊 Browse your AI coding spend in the terminal — OpenCode, Claude Code, Codex & friends 99 Claude Code, Codex, OpenCode 2 982 tok
timothywarner-org/claude-architect techtrainertim.com Study materials, code examples, and practice scenarios for Anthropic's Claude Certified Ar 99 Claude Code 3 9,346 tok
zapier/wade-skills The most frequently used agent skills of Wade Foster, CEO of Zapier 99 Claude Code, Codex, OpenCode 2 746 tok
simota/agent-skills simota.github.io 90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigra 99 Claude Code, Codex, OpenCode 2 4,009 tok
major7apps/pensyve Universal memory runtime for AI agents 99 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 11 11,767 tok
sqlsure/sqlsure Semantic inspector for SQL — catches fan-out double-counting, additivity violations, wrong 99 Claude Code 1 —
holt-web-ai/n8n-nodes-claudecode 99 Claude Code 1 744 tok
ChengHua926/nemo-skill 98 Claude Code, Codex 1 —
AOSSIE-Org/Website aossie.org AOSSIE Offical Website 98 Claude Code, Codex, OpenCode 3 932 tok
zhiyuzi/Signex signex.fyi Personal intelligence agent powered by Claude Code. Describe what to watch, it collects, a 98 Claude Code 35 3,066 tok
aws-samples/aws-hpc-recipes Contains example recipes that demonstrate how to build HPC systems using AWS services and 98 Claude Code, Codex, OpenCode 2 1,158 tok
TryMightyAI/mighty-security Don't Simply Trust MCP Server Code, Validate and Scan 98 Claude Code 1 2,216 tok
trailofbits/slither-mcp MCP server for Slither static analysis of Solidity smart contracts 98 Claude Code 1 4,009 tok
guess/claude_code code.claude.com Claude Agent SDK for Elixir – Build AI agents with Claude Code 98 Claude Code 9 3,617 tok
zhangqi444/open-forge Let your AI coding agent self-host any open-source app for you. 2,200+ verified recipes — 98 Claude Code, Codex, OpenCode 3 12,444 tok
Steward-Fi/steward steward.fi Agent wallet infrastructure — encrypted keys, policy enforcement, credential proxy, auth p 98 Claude Code, Codex, OpenCode 2 447 tok
Vandivier/ladderly-3 ladderly.io the home site for the ladderly ecosystem 98 Claude Code, Codex, OpenCode 4 9,573 tok
hoornet/home-mind nives.house OSS AI memory layer for Home Assistant (AGPL). The conversation server inside the Nives ad 98 Claude Code 1 6,250 tok
elbruno/graphify-dotnet A .NET 10 port of graphify - AI knowledge graph builder for codebases using GitHub Copilot 98 Claude Code, Codex, GitHub Copilot 3 2,171 tok
docs-plus/docs.plus docs.plus Free and open-source real-time collaborative document editor. Hierarchical table of conten 98 Claude Code, Codex, OpenCode 61 29,852 tok
castacks/AirStack docs.theairlab.org Agent-native framework for rapid sim-to-real deployment of embodied AI for field robotics. 98 Claude Code, Codex, OpenCode 26 9,691 tok
PascaleBeier/hitkeep hitkeep.com 100% open-source, AI-native web analytics with cookieless tracking, open exports, custom d 98 Claude Code, Codex, OpenCode 13 3,023 tok
avivsinai/jenkins-cli GitHub-style CLI for Jenkins — manage contexts, runs, logs, and admin tasks from your term 98 Claude Code, Codex, OpenCode 2 1,137 tok
psyb0t/docker-stealthy-auto-browse ciprian.51k.eu Stealth browser automation that actually works. Runs Camoufox (custom Firefox) in Docker w 98 Claude Code 1 —
supernovae-st/nika nika.sh Intent as Code: say what you want done, keep it as a file. Checked before it runs, run wit 98 Claude Code, Codex, OpenCode 14 1,610 tok
mengrru/Spherse spherse.mengru.work Build your own world with AI agents inside Spherse 98 Claude Code, Codex, OpenCode 7 3,018 tok
saifyxpro/ui-ux-design-pro-skill AI spairings, 150+ reasoning rules, CLI, and 18 platform templates. Works with Claude, Cur 98 Claude Code 1 618 tok
jianzhichun/emerge 97 Claude Code 2 4,879 tok
xd-liu/AutoResearch-Idea 97 Claude Code 11 2,294 tok
duthaho/claudekit claudekit.duthaho.dev A verification-first engineering toolkit for Claude Code. Built for senior ICs and tech le 97 Claude Code, Codex, OpenCode 1 916 tok
lxinfei5/research-os Research capability for coding agents: multi-source corroboration, active discovery, logic 97 Claude Code, Codex, OpenCode 11 1,146 tok
maximilian-V/next-supabase-starter A baseline setup for the development of full stack apps with claude code 97 Claude Code 1 4,070 tok