How real projects configure their agents

24,815 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
claytono/go-unifi-mcp A Model Context Protocol (MCP) server for UniFi Network Controller, written in Go. 6 Claude Code, Codex, OpenCode 2 1,073 tok
husk-security/husk 6 Claude Code, Codex, OpenCode 3 5,589 tok
sebastienrousseau/rlg doc.rustlogs.com Near-lock-free structured logging for Rust: a 65,536-slot ring buffer, formatting deferred 6 Claude Code, Codex, OpenCode 2 1,550 tok
gabrielmahia/mpesa-mcp pypi.org MCP server for M-PESA Daraja API — STK push, B2C, balance, status. 7 tools. 6 Codex, GitHub Copilot, OpenCode 2 1,267 tok
memoweft/memoweft npmjs.com Long-term memory for AI apps that keeps evidence, inference, and conflicts distinct. 6 Codex, OpenCode 1 360 tok
paulieb89/bailii-mcp BAILII case law MCP server — search UK court judgments, retrieve full text with section ex 6 Claude Code, Codex, OpenCode 2 849 tok
austinsonger/GRC-Mapping-Analyst GRC Mapping Analyst is a NIST IR 8477-based toolkit for AI-assisted cybersecurity crosswal 6 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 4,100 tok
BackToCimaCoppi/Praxis A Claude Code skill methodology library for setting rules for AI-driven development: seven 6 Codex, OpenCode 1 1,758 tok
Neetx/eso-skills Aurbis — a free, open-source AI skill pack that turns Claude (or other providers/agents) i 6 Codex, OpenCode 1 4,879 tok
JohanYP/Opencode-Assistant Self-hosted personal AI assistant on Telegram. Powered by OpenCode + Claude Sonnet (free b 6 Codex, OpenCode 1 1,972 tok
johanthoren/jeff A model-native quality control plane for agentic software work. Preserved at 6.7.0; develo 6 Claude Code, Codex, OpenCode 1 1,875 tok
jeltehomminga/figma-design-skills Two composable Claude Code skills for design-to-code fidelity: extract exact specs from Fi 6 Codex, OpenCode 1 786 tok
tuliosousapro/SaaS-blueprint tuliosousapro.github.io BRAINIAC - SaaS Blueprint, NOT an APP. It's a comprehensive playbook and operating system 6 Claude Code, Codex, OpenCode 1 1,777 tok
timwhitez/AutoRE-CLI Static-only binary analysis CLI and Agent Skill with bounded, evidence-backed output 6 Codex, OpenCode 1 520 tok
eduardozf/wire-lang wirelang.net 6 Claude Code, Codex, OpenCode 2 553 tok
kinhluan/skills 🚀 Professional Multi-Agent Skills 6 Claude Code, Codex, Gemini CLI, OpenCode 3 669 tok
rundesk-ai/rundesk-cli Persistent proactive self-improving AI teammates with memory, skills, and schedules. 6 Claude Code, Codex, OpenCode 2 7,400 tok
tmusser/ai-engineering-skills Portable AI-engineering skills for Claude Code, Codex, and coding agents: bounded scope, m 6 Codex, OpenCode 1 385 tok
a2uicatalog/a2ui a2uicatalog.ai A2UI Atomic Catalog: 570+ typed A2UI components (atoms) for AI agents. Agents send declara 6 Claude Code, Codex, Gemini CLI, OpenCode 5 2,790 tok
CCDawn/codex-skills skills.sh Chinese-first Codex skill pack for intent alignment, dynamic routing, lightweight developm 6 Claude Code, Codex, OpenCode 2 984 tok
ni032mas/agent-skills-ru Russian AI agent skills for legal, compliance, business, product and engineering workflows 6 Codex, OpenCode 1 189 tok
pivoshenko/pivoshenko.ai ai.pivoshenko.dev 🧙‍♂️ My AI workspace focused on developer productivity and agentic efficiency 6 Codex, OpenCode 1 2,552 tok
tjcages/skills Methodology-first Agent Skills monorepo (Linear, constitution, accept-gated AI, and more) 6 Claude Code, Codex, OpenCode 2 767 tok
zinxj/uikit-expert-skill uikit-expert-skill.vercel.app Provide accurate, efficient, and modern UIKit Swift code using an AI agent skill focused o 6 Claude Code, Codex, OpenCode 2 1,387 tok
cortadel/cortadel cortadel.ai Self-hosted long-term temporal graph memory for AI agents — MCP, REST and a dashboard in o 6 Claude Code, Codex, OpenCode 2 3,971 tok
dbhosbu-dotcom/renwei Renwei — book-length Chinese AI humanizer. 51 rules covering AI tells, Euro-Chinese syntax 6 Codex, OpenCode 1 863 tok
ldilov/harness-forge AI coding agent runtime that makes LLMs understand your codebase with repository-aware con 6 Claude Code, Codex, OpenCode 3 4,585 tok
AbdurRafay2004/handoff A memory and workflow plugin for Claude Code. Just markdown files, No server, no database, 6 Claude Code, Codex, OpenCode 2 2,465 tok
zenml-io/kitaru-skills zenml.io Agent skills for designing and building durable AI agent workflows with Kitaru 6 Claude Code, Codex, OpenCode 2 2,817 tok
yailPeralta/ast-mcp-server astmcp.com Correctness-oriented MCP server and batch CLI for compact structural reads and reviewed Ty 6 Codex, OpenCode 1 50 tok
choiyounggi/dev-loop LLM Knowledge Management • Wiki-grounded verification • RFC-based documentation • Best pra 6 Claude Code, Codex, OpenCode 1 4,134 tok
metago-ai/metagolifeform metago.life MetaGO Agent Harness (agent runtime control suite) — 100 skills · 112 MCP tools (55+57) / 6 Claude Code, Codex, OpenCode 1 37,859 tok
ambiental-media/jor-mcp jormcp.ambiental.media MCP server for newsrooms, developed by Ambiental Media. / Servidor MCP para redações, de 6 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,600 tok
Ker102/Harneloop harneloop.kaelux.dev Build self-improving AI agent harnesses with portable harness units, artifact-aware testin 6 Codex, OpenCode 1 1,014 tok
zaxardery8011-design/execution-proofs Runtime artifact existence & freshness verification for AI agent completion claims. A ligh 6 Codex, OpenCode 1 2,121 tok
thierry-gilgen-ict/engawa Engawa — the open toolkit for agent-native websites. Bring your agent. 6 Codex, OpenCode 1 772 tok
blendsdk/fluentui-mcp Agent Skill that teaches AI coding assistants Microsoft Fluent UI React v9 with component, 6 Claude Code, Codex, OpenCode 2 1,126 tok
lidless-labs/immichctrl lidless.dev Your photo library outgrew the click-grid. immichctrl gives shells, cron, and agents one t 6 Claude Code, Codex, OpenCode 2 1,600 tok
az-coder-123/excel-mcp Excel MCP Server: Connect AI agents to Excel/CSV files. Securely read, query, and analyze 6 Codex, OpenCode 1 1,977 tok
Reederey87/grok-build-codex-plugin Codex CLI plugin: delegate reviews and bounded coding tasks to the local Grok Build CLI vi 6 Claude Code, Codex, OpenCode 2 733 tok
liatrio-labs/slash-command-manager Python CLI tool and MCP server for generating slash commands in AI coding assistants (Curs 6 Codex, OpenCode 1 254 tok
AdamRussak/self-doc Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the 6 Codex, OpenCode 1 985 tok
blake-simpson/belmont An agent agnostic, project agnostic, AI toolkit for running structured coding sessions wit 6 Claude Code, Codex, OpenCode 2 12,735 tok
azuma520/cinematic-ui akseolabs.com A reasoning-first cinematic web design skill. Makes AI think like a film director — resear 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,879 tok
CaesiumY/rocky-skills Rocky's voice from Project Hail Mary as a Claude Code skill — blunt diagnosis, compressed 6 Codex, Gemini CLI, OpenCode 2 1,694 tok
xiaozhi86/qamaster An intelligent R&D productivity assistant based on large language models. It deeply analyz 6 Codex, OpenCode 1 655 tok
openplanr/OpenPlanr openplanr.dev The open harness around your coding agent. Plans live in your repo as files, your agent bu 6 Claude Code, Codex, OpenCode 2 451 tok
moasq/ios-dev-agent Universal iOS development agent - skills, rules, MCP servers for Claude Code, Codex, Curso 6 Claude Code, Codex, Gemini CLI, OpenCode 3 725 tok
Parth308/auditx auditx-cli.vercel.app 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 415 tok
open-horizon-labs/repo-native-alignment Code is a graph serialized as text. Agents fail when they reason over the serialization in 6 Claude Code, Codex, OpenCode 35 3,895 tok