How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
RConsortium/pharma-skills A collection of agent skills for BioPharma use cases GSDBench Intake https://rconsortium.g 103 Claude Code 2 1,774 tok
tjx666/vscode-mcp MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get 103 Claude Code, Codex, OpenCode 6 79 tok
VeriTeknik/pluggedin-app plugged.in The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discoveri 103 Claude Code, Cursor 3 2,788 tok
mrbuslov/capcut-ai-editor AI Capcut MCP server for automated "talking head" video processing. Removes pauses, detect 103 Claude Code 1 1,051 tok
Clawdi-AI/clawdi clawdi.ai 103 Claude Code, Codex, OpenCode 2 1,643 tok
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 103 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 tok
open-octo/octo-agent octo-agent.dev Open-source, single-binary, self-hosted AI agent — your models and data stay on your machi 103 Claude Code 1 1,849 tok
praneybehl/llm-wiki-plugin praneybehl.github.io Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sour 103 Codex, OpenCode 1 213 tok
SteelMorgan/1c-agent-based-dev-framework Agent development framework for 1C 103 Claude Code 6
0xzr/freellmpool 0xzr.github.io Free LLM gateway: 22 LLM providers, 178 enabled chat routes, 431 cataloged chat models; ke 103 Codex, OpenCode 1 1,200 tok
Habitat-Thinking/ai-literacy-superpowers habitat-thinking.github.io A set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's comp 103 Claude Code, Codex, GitHub Copilot, OpenCode 5 15,282 tok
samzong/Recall samzong.github.io Switch agents. Keep the history. Local-first search across your AI coding sessions. 103 Claude Code, Codex, OpenCode 3 725 tok
firecrawl/skills 103 Claude Code, Codex, OpenCode 2 361 tok
davehenke/rekordbox-mcp Open Source MCP for Rekordbox DJ 103 Claude Code 1 866 tok
WangPeterXF/session-harbor wangpeterxf.github.io Local-first Codex session backup, verified cleanup, restore, and reviewed cross-device con 103 Codex, OpenCode 1 855 tok
LaurentZuijdwijk/agention-marshall Coding agent 102 Codex, OpenCode 1 1,243 tok
tornado-doc/tdoc tdoc.dev Prompt-native interactive HTML docs — bdocs. Generate, comment on, and publish docs from i 102 Codex, OpenCode 1 45 tok
Hendrix-Shen/MagicLib curseforge.com To beat magic with magic :( 102 Codex, OpenCode 1 1,927 tok
vincentkoc/dotskills 🐙 A curated set of Codex and OpenClaw skills for workflow automation, technical debugging 102 Codex, OpenCode 1 1,009 tok
netwaif/multi-agent-starter Claude · Codex · Gemini multi-agent orchestration starter (file-based) 102 Claude Code 2 3,092 tok
Copexit/am-i-exposed The bitcoin privacy scanner you were afraid to run. 102 Claude Code 1 1,744 tok
Towow-ai/Flowness A work-centered runtime for agentic software engineering. Work persists; agents, context, 102 Claude Code 14
williamfzc/gossiphs "Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rus 102 Codex, OpenCode 1 1,153 tok
softwaremill/chimp chimp.softwaremill.com Build type-safe, boilerplate-less MCP servers and clients in Scala 102 Claude Code, Codex, OpenCode 2 347 tok
doum1004/llmwiki-cli CLI tool for LLM agents to build and maintain personal knowledge bases 102 Claude Code 1 1,695 tok
MarcoWorms/vibecoder-fullstack-vps-quickstart 102 Claude Code 1 1,722 tok
debs-obrien/playwright-movies-app debs-obrien.github.io Playwright tests for a Movie App 102 Claude Code, Codex, OpenCode 10 891 tok
Toloka/tendem-mcp tendem.ai Home for Human In The Loop Tendem plugin for your agent. 102 Claude Code, Codex, OpenCode 2 1,491 tok
LibreSpark/LibreDomains ciao.su Free public second-level domains, please leave a star~ 102 Claude Code 1 3,151 tok
relai-ai/relai-sdk relai.ai A platform for building reliable AI agents 102 Codex, OpenCode 1 609 tok
namuh-eng/ralph-to-ralph Autonomous Product Cloning Loop — Give it any URL, it inspects, builds, tests, and deploys 102 Claude Code, Codex, OpenCode 4 2,081 tok
harukiseller-droid/commerce-agent-bench commerce-agent-bench 102 Claude Code, Codex, OpenCode 10 493 tok
sous-chefs/postfix supermarket.chef.io Development repository for the postfix cookbook 102 Codex, GitHub Copilot, OpenCode 2 1,311 tok
GRBY-NICE/codex-context-memory 102 Codex, OpenCode 1 1,356 tok
av/mi self-extending sandboxed agentic harness. a loop, two tools and an llm 102 Claude Code, Codex, OpenCode 13 2,108 tok
Miles128/StockResearch Multi-agent Stock research platform 102 Codex, OpenCode 1 1,370 tok
Salmonbird/evoui-browser Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site kn 102 Codex, OpenCode 1 1,099 tok
lostvita/AuraPlayer Listening all, Listening freedom! 102 Claude Code, Codex, OpenCode 2 79 tok
mrgoonie/vnstock-agent MCP server and CLI for Vietnamese stock market data (vnstock) 102 Claude Code 1 328 tok
hogancv/coordinate-agents hogancv.github.io Coordinate multiple AI coding agents through a local-first, recoverable Agent Bus. 102 Codex, OpenCode 1 1,491 tok
ForestHubAI/edge-agents app.foresthub.ai The 30 MB open-source edge AI agent runtime. Run AI agents offline on Linux (Raspberry Pi, 102 Claude Code 6 1,596 tok
Agent-Field/plandb agentfield.ai The issue tracker your AI agents are missing. Think Linear or Jira, but for your Claude Co 102 Claude Code 1 1,173 tok
infiniumtek/terraform-review-agent infiniumtek.com Reusable GitHub Action that reviews Terraform PRs for security, cost, and style using a La 102 Claude Code, Codex, OpenCode 2 3,476 tok
danbuhler/claude-code-ha Use Claude code in Home Assistant to manage configuration and automations. 102 Claude Code 1 1,735 tok
shannon-barrow/databricks-tpc-di Databricks Implementation of the TPC-DI Specification using Traditional Notebooks and/or D 102 Claude Code 1 10,400 tok
rshah515/claude-code-subagents Comprehensive collection of 133+ specialized AI subagents for Claude Code covering the ent 102 Claude Code 1 5,143 tok
thangnqdev/codex-oss-agent-kit 102 Codex, OpenCode 1 541 tok
jszmajda/lid linked-intent.dev Linked-Intent Development - a SDD methodology for agentic coding 102 Claude Code, Codex, OpenCode 2 1,700 tok
HermeticOrmus/LibreUIUX-Claude-Code ormus.solutions Complete UI/UX system for Claude Code — 67 specialized agents, design vocabulary, tested p 102 Claude Code 6
cardano-foundation/cardano-org cardano.org Cardano.org is the primary online resource for the Cardano community. 102 Codex, OpenCode 1 1,180 tok