How real projects configure their agents

23,799 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
dubzdubz/ctx4-ai ctx4-ai.vercel.app Your portable context layer for Claude & ChatGPT 1 Claude Code, Codex, OpenCode 5 1,871 tok
andr-ca/agentharness andr.ca Portable engineering policies for coding agents — git, testing, logging, and language conv 1 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 13 30,908 tok
lesleslie/css-mcp CSS Analysis and Documentation MCP Server for FastBlocks ecosystem 1 Claude Code, Codex, OpenCode 2 2,164 tok
centia-io/mcp-server centia.io MCP server for Centia.io 1 Codex, OpenCode 1 142 tok
Rethunk-AI/rethunk-mcp-go A Model Context Protocol (MCP) server that provides Go language tools for LLMs to analyze, 1 Claude Code, Codex, OpenCode 2 840 tok
Vironnimo/vbot Your own AI agents, self-hosted: persistent agents with memory that work with you or on th 1 Claude Code, Codex, OpenCode 4 2,548 tok
sandraschi/nuki-mcp FastMCP 3.2 server for Nuki Smart Lock control via Home Assistant Bridge 1 Claude Code, Codex, OpenCode 2 287 tok
cityjson/cj-mcp Beta version: MCP server for CityJSON spec 1 Claude Code, Codex, OpenCode 2 1,787 tok
Adversarr/kernel-dsl 1 Claude Code, Codex, OpenCode 2 270 tok
aks-builds/healthcareskills 91 production-grade healthcare engineering skills for AI agents — FHIR, HL7v2, HIPAA, clin 1 Claude Code, Codex, OpenCode 2 1,974 tok
goiltpatpat/patpat Evidence-driven engineering skills for agents. Smaller changes, stronger proof. 1 Codex, OpenCode 1 1,717 tok
5queezer/distill Privacy-first team memory MCP server — local LLM distillation before team sync 1 Claude Code, Codex, OpenCode 11 3,492 tok
bitcoin21ideas/skills Cross-agent skills for AI coding agents (Claude Code, Codex, Cursor, Copilot, Gemini), ins 1 Claude Code, Codex, OpenCode 2 951 tok
LoserLab/devourer x.com Devourer is a Claude skill that transforms color palettes into complete production-ready U 1 Codex, OpenCode 1 341 tok
JakeTRogers/my-awesome-copilot Selfishly opinionated GitHub Copilot prompts, agents, instructions, and skills. 1 Claude Code, Codex, GitHub Copilot, OpenCode 4 11,107 tok
Stepkar2004/init-configurator Agentic project base: Claude Code skills bootstrap and evolve your project, a deterministi 1 Claude Code, Codex, OpenCode 2 795 tok
troglodyte/claude-neo4j-mem Claude Neo4j memory plugin, in the manner of claude-mem 1 Claude Code, Codex, OpenCode 3 7,426 tok
YingSun1004/stackshift A transfer-first learning Skill for experienced engineers moving between technology stacks 1 Codex, OpenCode 1 436 tok
ghenriquec/universal-domain-rules-discover-skill universal AI agent skill for discovering domain rules and generating traceable QA scenario 1 Codex, OpenCode 1 93 tok
assoumaaa/odoo-superpowers Odoo development skills for AI coding agents — a Claude Code plugin (also Codex & Gemini C 1 Claude Code, Codex, Gemini CLI, OpenCode 3 593 tok
kreek/consult Engineering quality focused skills for AI coding agents that keep humans in the loop. 1 Claude Code, Codex, OpenCode 2 4,545 tok
Goodsmileduck/claude-registry Community marketplace of Claude Code plugins: DevOps skill packs (Terraform, Kubernetes, C 1 Codex, OpenCode 1 4 tok
lc-rezende/AI-Custom-Skills A repository containing a variety of custom AI Skills crafted to make our life easier. 1 Codex, OpenCode 1 991 tok
caprica-Six/hyperliquid-insights-web hyperliquid-insights-web-szxm.vercel.app Modern crypto market dashboard with latest Next 16 Server Components, TypeScript, shadcn/u 1 Claude Code, Codex, OpenCode 4 707 tok
spmisha134/skillOps-intellij IntelliJ plugin for creating and validating Codex, Claude and Gemini skills inside a proje 1 Claude Code, Codex, OpenCode 2 1,622 tok
caglarbaranbora/Apple-Agent-Kit Spec-first knowledge system for AI coding agents developing Apple iOS/iPadOS platform apps 1 Claude Code, Codex, OpenCode 2 1,939 tok
Avalon-27reg/smyslokod-starter A stack-agnostic semantic coding template for Claude Code: business context in business/, 1 Claude Code, Codex, OpenCode 3 1,069 tok
Synthrun/Cicada cicada-skill.vercel.app Cicada — Security Audit & Fix Skill for LLM coding agents (16 domains, cross-framework) 1 Codex, OpenCode 1 210 tok
iress/design-system Shared component library for Iress products 1 Claude Code, Codex, GitHub Copilot, OpenCode 17 17,196 tok
AlbionaHoti/cycle-coded Claude that speaks cycle, chart, and era language — and obeys it. Glossary-first agent mod 1 Codex, Gemini CLI, OpenCode 2 283 tok
PrecisionUtilityGuild/docforge npmjs.com Agent-grade document production MCP server powered by Typst, plus Forge, a Slack agent for 1 Claude Code, Codex, OpenCode 2 939 tok
guanhxuan/sshcode-mcp 1 Codex, OpenCode 1 539 tok
alexandme/textql-mcp Open-Source MCP server for AI models and agents to interact with SQL/Graph databases using 1 Codex, OpenCode 1 2,037 tok
kenspc/kenspc-claude-plugin Principle-first software-development workflow for Claude Code — brief → plan → task → impl 1 Claude Code, Codex, OpenCode 2 3,677 tok
epicsagas/toefl-prep TOEFL iBT study plugin — fully offline grading of all 4 sections (Reading/Listening/Speaki 1 Claude Code, Codex, OpenCode 1 1,035 tok
ishan-parihar/instagram-mcp-server Instagram MCP server — social media automation via Model Context Protocol 1 Claude Code, Codex, OpenCode 3 1,393 tok
Anmol202005/kira-mcp pypi.org A local Model Context Protocol server that gives any MCP-compatible agent host (Claude Des 1 Claude Code, Codex, OpenCode 2 758 tok
XyndoX/good-bad-ugly The Good, the Bad and the Ugly — tiered multi-agent orchestration for Claude Code 1 Codex, OpenCode 1 773 tok
spmisha134/skillOps-vscode Vscode plugin for creating and validating Codex, Claude and Gemini skills inside a project 1 Claude Code, Codex, OpenCode 2 1,934 tok
kefapps/onepassword-mcp-codex Standalone MCP server for 1Password desktop app integrations with opaque-by-default secret 1 Codex, OpenCode 1 1,012 tok
alexander-vyh/claude-profiles Switch Claude Code between Anthropic direct and custom LLM gateway profiles via slash comm 1 Codex, OpenCode 1 1 tok
Nazzero/ai-handoff Structured handoff documents for AI coding agents. Type /handoff to generate session summa 1 Claude Code, Codex, Gemini CLI, OpenCode 3 205 tok
PBNZ/repo-kit RepoKit — a reusable repo standard + /new-repo scaffolder, packaged as a Claude Code plugi 1 Claude Code, Codex, OpenCode 3 704 tok
seungyeop-lee/beads-starter Bring the beads issue-tracker workflow to AI coding agents — always-on bash installer (AGE 1 Claude Code, Codex, OpenCode 3 7,701 tok
0nyr/g5k-kickstart 1 Claude Code, Codex, OpenCode 2 540 tok
NVZver/claude-marketplace Claude Code plugins for spec-first development: every agent claim cites a source, every co 1 Claude Code, Codex, OpenCode 4 1,095 tok
Akash97p/agent-notify akash97p.github.io AgentNotify is a local Windows human-attention broker for autonomous coding agents. Agents 1 Claude Code, Codex, OpenCode 2 2,063 tok
OC-NeuralSense/reader-first-writing-skills An editorial system for AI agents (Claude Code, Codex): 12 skills, independent review agen 1 Codex, OpenCode 1 661 tok
artttj/llama-steve sonto.space Llama Steve analyzes your actual product to identify and ship game-changing features. Maxi 1 Codex, OpenCode 1 817 tok
husniadil/ekstend Ekstend your Claude Code with community plugins 1 Claude Code, Codex, OpenCode 2 1,594 tok