How real projects configure their agents

23,702 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
idoforgod/Sermon-Assistant-AgenticWorkflow Sermon assistant AI agent workflow — based on AgenticWorkflow DNA 75 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 56 28,475 tok
oculus-samples/Unity-AppSpaceWarp Application SpaceWarp showcase demonstrating how developers can generate only every other 75 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,063 tok
p3bot/snag Snag web pages like a polite robot with a browser 75 Codex, OpenCode 1 5,114 tok
DataZooDE/flapi flapi.io API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build 75 Claude Code, Codex, OpenCode 2 15,713 tok
oprogramadorreal/optimus-claude Primes your project for peak Claude Code performance 75 Claude Code, Codex, OpenCode 4 79 tok
Strategic-Automation/dspy-compounding-engineering strategic-automation.github.io A local-first AI engineering agent that learns from your codebase using DSPy. 75 Codex, OpenCode 1 3,678 tok
actava-ai/chi-bench actava.ai Χ-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows 75 Claude Code, Codex, OpenCode 2 5,110 tok
EverMind-AI/EverMe evermind.ai Open-source CLI and Agent plugin suite for EverMe — cross-device, cross-Agent personal mem 75 Codex, OpenCode 1 938 tok
dallay/agentsync dallay.github.io A fast, portable CLI tool for synchronizing AI agent configurations across multiple AI cod 75 Claude Code, Codex, OpenCode 14 6 tok
PriorLabs/relarena arxiv.org Open and Reproducible Benchmarking for Relational Learning 75 Claude Code, Codex, OpenCode 2 1,726 tok
LeadMagic/gtm-skills leadmagic.io GTM agent skills for Claude Code, Codex, and GitHub Copilot: sales, marketing, SEO, RevOps 75 Claude Code, Codex, OpenCode 2 10,561 tok
9thLevelSoftware/Daem0n-MCP Persistent memory, decision-making, and governance for AI agents 75 Claude Code, Codex, OpenCode 8 1,459 tok
CaesiumY/ko-design-md getdesign.kr An open catalog of Korean brand design systems organized in Stitch v0.1 Markdown — an open 75 Claude Code, Codex, OpenCode 2 2,059 tok
OpenCoven/coven opencoven.ai Local-first runtime for project-scoped AI coding-agent sessions, with durable state, autho 75 Claude Code, Codex, OpenCode 2 3,505 tok
gobifrost/bifrost gobifrost.com Bifrost Integrations is an open-source automation platform designed to democratize best-in 75 Claude Code, Codex, OpenCode 17 16,469 tok
luojiahai/code-by-wire cbw.liyu.dev Pilot coding agents (Claude Code, Codex) and monitor their telemetry from one cockpit. 74 Claude Code, Codex, OpenCode 3 1,157 tok
somnus0x/agt-skill-pack 74 Claude Code, Codex, OpenCode 2 981 tok
tranhieutt/software_development_department Software Development Department 74 Claude Code, Codex, OpenCode 10 2,464 tok
shanraisshan/codex-cli-hooks linkedin.com codex cli hooks - adding voice on each hook 74 Claude Code, Codex, OpenCode 2 1,462 tok
richtabor/agent-skills richtabor.com Agent skills I use every day. 74 Claude Code, Codex, GitHub Copilot, OpenCode 3 362 tok
seaworld008/Commonly-used-high-value-skills High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, prompts, and aut 74 Claude Code, Codex, OpenCode 2 1,244 tok
superamped/ai-marketing-skills superamped.com Open-source AI marketing skills for coding agents like Claude Code, Cursor, and Codex. Do 74 Claude Code, Codex, OpenCode 2 924 tok
livekit/agent-skills docs.livekit.io Agent Skills and a Claude Code plugin for building, testing, and shipping voice agents wit 74 Claude Code, Codex, OpenCode 2 3,389 tok
banodoco/hivemind Drop-in skill so coding agents (Claude Code / Codex) can search the Banodoco Discord messa 74 Codex, OpenCode 1 1,228 tok
dosu-ai/decant dosu.dev Local-first analytics for Claude Code, Codex, Gemini CLI, OpenCode, Cursor CLI, GitHub Cop 74 Claude Code, Codex, OpenCode 8 2,006 tok
ClaudeCodeUsage/ClaudeCodeUsage marketplace.visualstudio.com VS Code extension for local Claude Code and OpenAI Codex token usage, cache, quotas, and A 74 Claude Code, Codex, OpenCode 2 5,166 tok
ZaneL1u/cloud-cli-proxy zanel1u.github.io A more powerful Claude Code wrapper that uses containerization to make you appear genuinel 74 Claude Code, Codex, OpenCode 6 6,222 tok
imoonkey/openweb Agent-native way to access any website. Bridging agent CLI and web GUI through API. 74 Claude Code, Codex, Gemini CLI, OpenCode 3 983 tok
smfworks/hermes-ai-team smfclearinghouse.com Build an AI team of Hermes agents: SOUL, memory, vault, skills, nightly research, kanban, 74 Codex, OpenCode 1 790 tok
in-the-loop-labs/pair-review AI assisted code review with a human in the loop 74 Claude Code, Codex, OpenCode 6 3,794 tok
PrimeIntellect-ai/nano-rlm an rlm-style training harness 74 Claude Code, Codex, OpenCode 2 463 tok
imran-siddique/agent-os imransiddique.com [DEPRECATED] Moved to microsoft/agent-governance-toolkit 74 Codex, OpenCode 1 779 tok
instructa/planr planr.so A small planning layer for agent-built products: Markdown tasks in Git, a CLI, an Agent Sk 74 Codex, OpenCode 1 734 tok
MrLesk/agents-council agents-council.com Agent-to-Agent MCP communication tool for feedback requests 74 Claude Code, Codex, Gemini CLI, OpenCode 5 482 tok
digitarald/mcp-apps-playground 74 Claude Code, Codex, OpenCode 2 67 tok
zk4x/zyx Tensor library for machine learning 74 Codex, OpenCode 1 3,354 tok
cjhyy/codeshell An open-source AI coding assistant for your terminal, inspired by Claude Code. Interact wi 74 Claude Code, Codex, OpenCode 2 88 tok
cchao123/skills-manager cchao123.github.io A package manager for AI agent skills with cross-agent sharing, sync, and deployment. 73 Codex, OpenCode 1 1,272 tok
asmyshlyaev177/test-proxy-recorder test-proxy-recorder.dev Record & replay API responses for Playwright E2E tests — SSR proxy + browser HAR + WebSock 73 Claude Code, Codex, OpenCode 3 3,311 tok
nishit-g/tokovo tokovo.io AI-native studio for multi-device shows that happen inside phones. 73 Claude Code, Codex, OpenCode 5 1,083 tok
Ylsssq926/relic.skill Everything can be Relic — Give your soul a GitHub | Universal Digital Immortality Engine � 73 Codex, GitHub Copilot, OpenCode 2 329 tok
bigdevsoon/100-days-of-code bigdevsoon.me 100 Days of Code | Daily Challenges | Beautifully Crafted Designs | Created for Full-stack 73 Codex, OpenCode 1 737 tok
aantich/oneringai oneringai.io One lib to rule them all (gen ai) 73 Claude Code, Codex, OpenCode 2 13,770 tok
AgentlyHQ/use-agently use-agently.com The way AI coordinates and transacts. Routing and settlement layer for your agent economy. 73 Claude Code, Codex, OpenCode 5 3,133 tok
apache/camel-kamelets camel.apache.org Apache Camel Kamelets Repository 73 Claude Code, Codex, OpenCode 2 3,826 tok
devton/agentic-workflow-blueprint just a way to organize project as skills that chaining workflow executions 73 Codex, OpenCode 1 2,317 tok
faizkhairi/claude-code-blueprint A battle-tested, framework-agnostic reference architecture for Claude Code. Beginner-frien 73 Claude Code, Codex, OpenCode 2 4,144 tok
ujjwalredd/Dopamine A human-dopamine-inspired AI agent skill that adapts effort, learns from feedback, and del 73 Codex, GitHub Copilot, Kiro, OpenCode 3 2,989 tok
cmer81/open-meteo-mcp npmjs.com A comprehensive MCP server providing access to Open-Meteo weather APIs for Large Language 73 Claude Code, Codex, OpenCode 3 1,027 tok
bcharleson/linkedincli CLI and MCP server for LinkedIn — 43 commands for profiles, posts, messaging, connections, 73 Codex, OpenCode 1 5,967 tok