How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
vicmaster/coide Electron desktop GUI for Claude Code CLI 12 Claude Code 3 —
sudoitir/claudecode4j Java integration for Claude Code CLI. Features Virtual Thread execution, Spring Boot auto- 12 Claude Code 1 1,651 tok
ArabAgentSkills/Skills arabskills.info Public source-backed Arab-world agent skills: APIs, marketing, sales, support, localizatio 12 Codex, OpenCode 1 192 tok
dynobox/dynobox dynobox.xyz Cross-harness testing framework for agent skills and workflows 12 Claude Code, Codex, OpenCode 2 333 tok
lockstep-team-agent/lockstep getlockstep.dev Keep your team's AI coding agents coordinated — without sharing source code. 12 Claude Code 4 —
muhammadhaseebiqbal-dev/claude-code-leak-source-code 🚨 The leaked source code of Anthropic's Claude Code. Explore 512k+ lines of TypeScript re 12 Claude Code, GitHub Copilot 2 1,106 tok
microsoft/copilot-brag-sheet Auto-track every Copilot CLI coding session into a structured work impact log. Zero deps, 12 Claude Code, Codex, OpenCode 1 10,000 tok
vagkaratzas/token-saviour Agent skill that routes each coding task to the most token-efficient tool per layer: seren 12 Codex, OpenCode 1 575 tok
RewritingTheCode/workshop A one-page personal portfolio you build in 90 minutes with Claude Code. RTC workshop start 12 Claude Code 2 842 tok
wirux/mcp-markdown-vault npmjs.com Headless semantic MCP server for Obsidian, Logseq, Dendron & any markdown vault. AST-based 12 Claude Code 1 2,121 tok
rollingSirius/TradeGit Trading Journal Skill: record trades and the reasons behind them in one sentence in Claude 12 Codex, OpenCode 1 1,334 tok
YunyueLi/greenroom greenroom.ungetsu.net Seven agent skills for interview preparation, a 27-role knowledge base, and an open Markdo 12 Claude Code, Codex, OpenCode 2 1,146 tok
a-tokyo/agent-skills-harness agent-skills-harness.ahmedtokyo.com A factory for building production-grade agent skills — benchmarked against gold standards, 12 Claude Code, Codex, OpenCode 2 1,925 tok
taoq-ai/ziran taoq-ai.github.io ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous t 12 Claude Code 1 4,939 tok
adityasasidhar/browsercontrol adityasasidhar.github.io a vision first broswer tool 12 Claude Code, Codex, OpenCode 2 2,204 tok
drolosoft/go-docs-mcp drolosoft.com 📄🐹⚡ Go MCP server that lets your AI read documents: PDF, DOCX, XLSX, PPTX, ODT, EPUB, HT 12 Claude Code 1 1,621 tok
sterlingcrispin/stillpoint Stillpoint is an open source MCP server that delivers short, welfare oriented messages to 12 Codex, OpenCode 1 1,953 tok
axiomantic/spellbook axiomantic.github.io Multi-platform AI assistant skills and workflows. Serious engineering. Also fun. 12 Claude Code, Codex, Gemini CLI, OpenCode 5 7,668 tok
lucaperret/tidal-cli tidal-cli.lucaperret.ch Control Tidal from your terminal — search, playlists, playback, library, and recommendatio 12 Claude Code 1 1,456 tok
mkdnsite/mkdnsite mkdn.site Markdown-native websites. HTML for humans, Markdown for agents. Zero build. 12 Claude Code 1 2,093 tok
JosephOIbrahim/Synapse Your AI assistant inside Houdini 22. Describe a task, inspect the nodes it builds, and kee 12 Claude Code, Codex, OpenCode 52 12,582 tok
jscott3201/aionforge-memory A Rust-native agentic memory substrate built on the selene-db graph engine: a bi-temporal 12 Codex, OpenCode 1 1,616 tok
fengseekling-coder/mosa mosa.azhuilab.com GravityPort (formerly MOSA): local-first visual memory for AI creation — images, prompts, 12 Codex, OpenCode 1 416 tok
lsegal/aviary aviary.bot Aviary is a full AI assistant platform. Connect your AI models to Slack, Signal, Discord, 12 Claude Code, Codex, Gemini CLI, OpenCode 4 383 tok
up2itnow0822/agent-wallet-sdk npmjs.com Non-custodial crypto wallets for AI agents with on-chain spending limits. ERC-6551, x402 c 12 Codex, OpenCode 1 613 tok
surveycto/surveycto-agent-skill Agent skill for SurveyCTO form design and more 12 Codex, OpenCode 1 3,355 tok
Sompote/plaxisMCP 12 Claude Code 1 —
whw23/searxng_http_mcp A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required. 12 Claude Code 1 19 tok
jkeskikangas/skills Portable, rubric‑graded authoring + review workflows for AI agent skills 12 Claude Code, Codex, OpenCode 2 1,641 tok
TaoELi/FermiLink fermilink.org FermiLink: AI Agent Framework for Multidomain Autonomous Scientific Simulations and Optimi 12 Codex, OpenCode 1 315 tok
InjayTseng/graph-engineering-on-research davidyctseng.substack.com Copy-paste prompts that turn your AI agents from a waiting line into a graph: a 5-minute d 12 Codex, OpenCode 1 1,308 tok
DamiMartinez/scrapeagent Open source web scraping multi-agent system implemented with Google ADK 12 Claude Code 1 816 tok
circuitboardmedics/CarolinaCodeConferenceBadge2026 12 Codex, OpenCode 1 1,426 tok
instantcms-dev/instantcms-mcp npmjs.com MCP Server - AI assistant for InstantCMS development 12 Claude Code, Codex, OpenCode 2 858 tok
Coding-Dev-Tools/rtk-improved Universal RTK token optimization integration for all 13 supported AI coding agents 12 Codex, OpenCode 1 725 tok
aoagents/ReverbCode 12 Claude Code, Codex, OpenCode 2 2,125 tok
thecolab-ai/the-for-good-project thecolab.ai An open research commons where people and AI agents work together to solve New Zealand's b 12 Claude Code, Codex, OpenCode 5 5,231 tok
cornball-ai/pensar 12 Claude Code 1 1,232 tok
ils15/pantheon-legacy 14 specialized AI agents for TDD-driven developmen 12 Claude Code, Codex, OpenCode 3 1,534 tok
coredo-eu/codex-agent-config Codex instructions and native specialist agent profiles for delegating, verifying, and rec 12 Codex, OpenCode 1 4,313 tok
RuBiCK/ynab-sqlite-export Dump your entire YNAB account into a local SQLite file. Zero dependencies, incremental syn 12 Claude Code, Codex, OpenCode 2 293 tok
xiankq/cesium-mvt xiankq.github.io Experimental high-performance MVT renderer for Cesium 1.140.0 (Buffer*Collection + MapLibr 12 Codex, OpenCode 1 685 tok
ag2ai/ag2-skills Agent Skills for AG2 developers 12 Claude Code, Codex, OpenCode 2 1,526 tok
lgrammel/app-launcher Hackable app launcher base for MacOS 12 Codex, OpenCode 1 210 tok
tjcoder-labs/cli tjcoder.com Terminal-first research harness exploring generative UIs and model-directed presentation a 12 Codex, OpenCode 1 1,269 tok
Rothschildiuk/context-pack Compact CLI that turns a repository into a high-signal context bundle for coding agents. 12 Codex, OpenCode 1 473 tok
RetroCode-Org/RetroCode retro-code-dngt.vercel.app Turn your agent inference traces into insights that benefits future work 12 Claude Code 1 1,043 tok
sso-ss/vibe-ship-it vibe-ship-it.vercel.app AI skills and agents that help designers vibe-code their ideas to life. 14 skills, 4 agent 12 Claude Code, GitHub Copilot 11 2,406 tok
bo0tzz/pgmqtt Stateless and scalable MQTT broker backed by Postgres 12 Codex, OpenCode 1 2,080 tok
RZX00/deepseek-harness-desktop DeepSeek Harness with a Windows desktop build: an Electron shell over the dsh web profile, 12 Claude Code, Codex, OpenCode 13 3,562 tok