How real projects configure their agents

44,954 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
Chat2AnyLLM/code-agent-manager chat2anyllm.github.io code-agent-manager allows you to manage the code assistants like claude code, codex, gemin 51 Claude Code, GitHub Copilot 12 1,117 tok
iikarus/Dragon-Brain Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). 51 Claude Code 1 6,132 tok
SwiftedMind/monocle Swift symbol lookup CLI powered by SourceKit-LSP, tuned for coding agents 51 Codex, OpenCode 1 787 tok
tyrchen/rust-lib-template My goto template for rust projects, with pre-commit, gh action for CI and cursor rules for 51 Claude Code, Codex, OpenCode 2 10,452 tok
Unsupervisedcom/deepwork 51 Claude Code, Codex, GitHub Copilot, OpenCode 7 3,177 tok
brenbuilds1/copilot-ralph Copilot ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are 51 Codex, OpenCode 1 589 tok
CarlKCarlK/device-envoy Build Pico and ESP32 applications with LED panels, easy WiFi, and composable device abstra 51 Codex, OpenCode 1 10,438 tok
avasol/galadriel-public aedelgard.com The open engine behind Aedelgard: a persistent, self-hosted AI agent with a verbatim memor 51 Claude Code 1 522 tok
shaack/reboot-cms shaack.com A flat file, Markdown CMS in PHP with blocks structure. 51 Codex, OpenCode 1 1,227 tok
erweixin/prompt-challenges prompt-challenges.pages.dev A practical LLM learning path from clear prompting to tool use, IDE collaboration, MCP, Sk 51 Cursor 1 1,498 tok
simonmesmith/agent-skills A place to store and share useful agent skills 51 Codex, OpenCode 1 362 tok
asteroid-belt/skulto Offline and security-first tool for syncing and managing agent skills 51 Codex, OpenCode 1 3,435 tok
shinpr/agentic-code Agentic coding framework powered by AGENTS.md: systematic, test-first workflows with quali 51 Claude Code, Codex, OpenCode 9 855 tok
Fozikio/cortex-engine Cognitive engine for AI agents — semantic memory, observations, embeddings, dream consolid 51 Claude Code 1 924 tok
cqframework/clinical-reasoning cqframework.org CQF Clinical Reasoning on FHIR for Java 51 Claude Code, Codex, OpenCode 3 1,080 tok
extend-hq/extend-cli 51 Codex, OpenCode 1 582 tok
kimjisub/unipad-android UniPad for Android 51 Claude Code 1 4,222 tok
re-cinq/shift-log Save coding agents' conversations in Git Notes, automatically 51 Claude Code, Codex, OpenCode 5 696 tok
uiNerd16/aicanvas aicanvas.me Open-core registry of animated React components, blocks, design systems, and templates. Re 51 Claude Code, Codex, OpenCode 2 2,021 tok
openclosed-org/axum-harness Agent-first Rust/Axum backend harness for SDD-driven Clean/Hexagonal/DDD services, ECS-sty 51 Claude Code, Codex, OpenCode 14 1,883 tok
laurynas-biveinis/mcp-server-lib.el Emacs Lisp implementation of the Model Context Protocol 51 Claude Code 1 172 tok
zhixuli0406/DuDuClaw duduclaw.dudustudio.monster Turn AI coding CLIs (Claude Code, Codex, Antigravity) into AI employees on LINE, Telegram, 51 Claude Code, Codex, OpenCode 2 8,388 tok
lookfree/cc-harness Desktop workbench for Claude Code — live subagent topology, token cost breakdown with dril 51 Claude Code 8 3,406 tok
AnalyticAce/binance-mcp-server analyticace.github.io Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Des 51 GitHub Copilot 1 1,190 tok
jvogan/motif jvogan.github.io An AI-native molecular biology workbench for Claude Science: Claude opens sequence files a 51 Codex, OpenCode 1 1,025 tok
eddiejaoude/CodeReel code-reel-alpha.vercel.app Bring your code to life in your content, documentation and also your talks with this aweso 51 Claude Code 1 1,142 tok
liangdabiao/fetch-everything linux.do Agent Skills toolbox fetch-everything — a high-quality collection of Skills for **Claude C 51 Claude Code 8 997 tok
pancakeswap/pancakeswap-ai pancakeswap-ai.pancake.run Pancakeswap specific AI tools for developers and AI agents integrating the pcs ecosystem. 51 Claude Code, Codex, OpenCode 3 4,258 tok
zvadaadam/az-skills A curated set of skills I use with my agents <3 51 Codex, OpenCode 1 748 tok
kbhujbal/AlphaAnalyst-open-source-autonomous-equity-research-agent Enter a US stock ticker, get an analyst grade memo with DCF valuation, peer comparables, n 51 Claude Code 1 1,159 tok
hllqkb/Claudio AI Music Radio - a personalized AI music station combining NetEase Cloud playlists, Claude 51 Claude Code 2 709 tok
Manimaran-tech/antigravity-mobile pypi.org Remote Control and Mobile Telemetry Dashboard for Google Antigravity IDE Coding Assistant 51 Claude Code, Codex 1 —
korchard333/claude-power-platform-community A repo to collaborate on claude skills for power platform. 51 Claude Code 2 1,759 tok
hczs/fuckssh CLI to manage VPS hosts in ~/.ssh/config — interactive setup, list/search/edit/delete, enc 51 Claude Code, Codex, OpenCode 2 1,168 tok
mariourquia/cre-skills-plugin 100+ institutional-grade CRE skills for Claude Code, Desktop, and Cowork. Deal screening, 51 Codex, OpenCode 1 664 tok
Nighthawk42/bnet_auth_tool Python CLI/GUI for Battle.net authenticators: back up TOTP secrets in an encrypted local v 51 Claude Code, Codex, OpenCode 2 906 tok
open-and-async/mcp open-and-async.com MCP server for Open and Async: AI tools to draft decision docs, run async standups, and tr 51 Claude Code 1 801 tok
alex-wolf-ps/dbchatpro 51 GitHub Copilot 1 23 tok
aviz85/claude-skills-library aviz85.github.io A collection of useful Claude Code skills 51 Claude Code 1 938 tok
wwiens/trakt_mcpserver 51 Claude Code 1 2,885 tok
martinffx/atelier An atelier for your Agent: spec-driven workflows, deep thinking, and code quality. 51 Codex, OpenCode 1 568 tok
kaieye/Livo 51 Claude Code, Codex, OpenCode 2 2,789 tok
anycap-ai/anycap anycap.ai The capability harness for AI agents. Skills over SDKs. 51 Codex, OpenCode 1 248 tok
ben-juodvalkis/Ableton-Device-Creator Python toolkit and CLI for building and batch-editing Ableton Live devices: drum racks, Sa 51 Claude Code 1 16,899 tok
heredotnow/skill here.now agent skill — publish files to the web instantly 51 Codex, OpenCode 1 478 tok
Ryan-yang125/motion-lexicon motion-lexicon.pages.dev Describe a motion feeling, compare candidates, tune a recipe, and copy the implementation. 51 Codex, OpenCode 1 876 tok
MasihMoafi/Elpis elpis.masihmoafi.com A Codex-based coding-agent TUI with explicit context control, auditable Smart Prune, and l 51 Claude Code, Codex 5 —
googlarz/finance-assistant Personal finance copilot — real math, not AI guesses. 6 locales · 13 bank formats · Monte 51 Claude Code 2 —
rizal72/TimeCapsule-Pi Turn your Raspberry Pi into a macOS Time Machine backup server. Replaces Apple Time Capsul 51 Codex, OpenCode 1 2,682 tok
cabout-me/gramps-mcp MCP server for AI-powered genealogy research with Gramps Web API 51 Claude Code 1 759 tok