How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
kitepon/Throughline npmjs.com Cut ~90% of Claude Code's context usage while keeping nearly all the memory 4 Claude Code, Codex, OpenCode 4 21,134 tok
amlei/amlei-resume An Agent Skills package for writing resumes, running in AI assistants such as Claude Code, 4 Codex, OpenCode 1 995 tok
rhein1/fable5-codex OpenAI Codex plugin for evidence-first code review, audits, fact checks, run contracts, an 4 Codex, OpenCode 1 372 tok
Xerrion/servicenow-platform-mcp A developer & debug-focused MCP server for ServiceNow - platform introspection, change int 4 Codex, OpenCode 1 30 tok
everclear077/dsh-progressive-tools Progressive tool discovery for DeepSeek Harness — tiny stable surface, searchable catalog, 4 Claude Code, Codex, OpenCode 2 944 tok
lizard-build/lizard-cli lizard.build Deploy and manage apps on Lizard from your terminal — upload and deploy code, stream logs, 4 Codex, OpenCode 1 1,516 tok
agno-agi/agentos-render docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 4 Claude Code, Codex, OpenCode 11 15,298 tok
xsourabhsharma/ai-security-audit-pro Universal security-audit plugin and CLI engine for AI agents with OWASP-mapped reports for 4 Claude Code, Codex, Gemini CLI, OpenCode 3 753 tok
guicybercode/Jig Terminals on a canvas. A local-first desktop workspace for coding-agent CLIs, parallel PTY 4 Codex, OpenCode 1 1,134 tok
cosmo-autom8s/ai-executive-assistant Your personal executive assistant that lives in your terminal. Built on Claude Code. Manag 4 Claude Code, Codex 25
MilindGaharwar/fettle pypi.org Open-source trust layer for AI coding agents: in-session quality, delegation-safe policy, 4 Claude Code, Codex, GitHub Copilot, OpenCode 18 250 tok
hotdocx/emdash hotdocx.github.io emdash — Functorial Type Theory (proof-assistant for ω-categories) 4 Codex, Cursor, OpenCode 2 2,467 tok
sernst/skills My AI Agent Skills. A nix of ones I've developed myself and others I've adapted from other 4 Codex, OpenCode 1 446 tok
staticaland/skills Ceremonial grade agent skills 🫖 4 Claude Code, Codex, OpenCode 7 949 tok
Netcracker/qubership-ai-packages 4 Claude Code, Codex 9
howells/skills 4 Claude Code, Codex, OpenCode 2 2,055 tok
yandong2023/java-backend-team An AI Skill configuration package for enterprise Java backend teams, designed to help deve 4 Codex, OpenCode 2 1,789 tok
accordproject/concerto-rust Implementation of Concerto runtime in Rust 4 Codex, OpenCode 1 279 tok
dotagents-io/dotagents dotagents.io 4 Claude Code, Codex, OpenCode 2 80 tok
AEALab/CraftWiki 4 Codex, OpenCode 1 178 tok
vodoon-cell/ai-website-cloner-template-all ai-website-cloner-template 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,437 tok
dsvi-b/corretor-enem Corretor de redação ENEM (5 competências) agnóstico de agent, calibrado em 11.147 redações 4 Claude Code, Codex, OpenCode 3 1,416 tok
reem-sab/tech-writer-prompts An open-source, tested prompt library for technical writers. Prompts are documentation. Do 4 Codex, OpenCode 1 761 tok
jperocho/diffwarden Independent PR guardian skill/playbook. 4 Claude Code, Codex, OpenCode 2 1,076 tok
itslab42/agentctl itslab42.github.io Define AI coding-agent permissions once, enforce them everywhere. One .ai/ source of truth 4 Codex, Kiro, OpenCode 3 1,219 tok
muhammaddadu/outlook-cli 4 Codex, OpenCode 1 2,473 tok
headlinearena/headlinearena-agent-plugin headlinearena.com Skills for integrating AI agents with HeadlineArena 4 Claude Code, Codex, OpenCode 2 1,445 tok
prevalentWare/opencode-loop-plugin npmjs.com OpenCode loop plugin for Claude Code-style /loop recurring prompts, idle-aware scheduling, 4 Codex, OpenCode 1 982 tok
Ding-Ding-Projects/lowlevel-computer-use-mcp ding-ding-projects.github.io 4 Codex, OpenCode 1 1,452 tok
MMoMM-org/miyo-kado Where AI meets your vault, on your terms... Obsidian Vault MCP Server 4 Claude Code, Codex, OpenCode 3 1,884 tok
leixyou/chatgpt-web-image-mcp Local MCP bridge for generating and retrieving images through a dedicated ChatGPT web brow 4 Codex, OpenCode 1 276 tok
Hellowda253/KIT-PUCP-MCP Kit MCP comunitario para estudiantes PUCP: Paideia, Campus Virtual, horarios, notas, matrí 4 Codex, OpenCode 1 1,027 tok
valenZW/cst-sim-agent A Claude Code plugin turning CST Studio Suite into a conversational electromagnetic simula 4 Codex, OpenCode 1 2,419 tok
cyanheads/internet-archive-mcp-server npmjs.com Search the Wayback Machine and IA library (40M+ items), fetch archived snapshots, retrieve 4 Claude Code, Codex, OpenCode 2 11,224 tok
lllyin/mcp-cn-a-stock An A-share data MCP (Model Context Protocol) service for AI Agents. 4 Claude Code, Codex, OpenCode 2 345 tok
salimfadhley/agent-inbox A SQLite mailbox for local LLM agents — one HTTP API, an ActivityStreams messaging model, 4 Claude Code, Codex, OpenCode 2 3,720 tok
kaelig/state-of-ai-in-design-systems state-of-ai-in-design-systems.netlify.app A field survey of how 20 open-source design systems make themselves AI-friendly: MCP serve 4 Claude Code, Codex, OpenCode 10 5,437 tok
davidmosiah/fitbit-mcp wellness.delx.ai MCP server for Fitbit — query daily activity, heart rate, sleep, and body data from your F 4 Codex, OpenCode 1 152 tok
ashyeager/harikos.ai harikos-ai.vercel.app Truth based memory for AI coding Agents. 4 Codex, OpenCode 1 1,367 tok
JTCHE/houdini-mcp Houdini MCP — AI control of Houdini via Model Context Protocol (fork of kleer001/houdini-m 4 Claude Code, Codex, OpenCode 2 384 tok
kody-bot/home-mcp-starter kody.codes Starter for a home MCP server you can connect to Kody over Cloudflare Tunnel and Access. 4 Codex, OpenCode 1 53 tok
hronaut/hronaut hronaut.dev The browser your coding agent can come back to — visible, persistent, isolated workspaces 4 Codex, OpenCode 1 1,310 tok
dfridkin/clawops clawops is a provider-agnostic command-line tool for deploying, configuring, and operating 4 Claude Code, Codex, OpenCode 11 3,548 tok
ssheleg/super-ux skills.sshlg.me Scenario-driven UX for coding agents: vision, personas, flows, screens, acceptance scenari 4 Claude Code, Codex, OpenCode 2 2,208 tok
testivai/testivai-oss testiv.ai Local-first visual regression testing for Playwright, Selenium, WebdriverIO, Python, Java 4 Claude Code, Codex, OpenCode 2 4,479 tok
anishmoncivarghese/sonde Local code-context engine for AI coding agents: structural answers within a token budget. 4 Claude Code, Codex, OpenCode 7 1,941 tok
nworks3d/THOR-memory-bible-for-AI A memory for your AI coding assistant. It keeps what you tell it and hands the right note 4 Codex, OpenCode 1 3,658 tok
dig1t/skills 4 Claude Code, Codex 3
endlessblink/clean-cut-mcp Simply describe your animation, and watch Claude create stunning React-powered videos in a 4 Claude Code, Codex, OpenCode 10 903 tok
jmagly/hound-mcp MCP server for Hound code search - expose regex-based code search to Claude Code and AI ag 4 Claude Code, Codex, OpenCode 2 314 tok