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
linxumoney/cn-ads-skills 🇨🇳 Advertising skills library for AI Agents targeting the Chinese market | Ocean Engine 17 Codex, OpenCode 1 513 tok
onceMisery/seahorse-agent Seahorse Agent is an engineering platform for enterprise knowledge, long-term memory, and 17 Claude Code, Codex 4 1,438 tok
roostercoopllc/flipper-mcp AI-powered MCP server for Flipper Zero. Control SubGHz, NFC, RFID, IR, BLE, GPIO, and more 17 Codex, OpenCode 1 4,729 tok
caiaffa/claude-code-ultimate-engineering-system A complete engineering toolkit for Claude Code: premium skills, agent workflows, ADR/PRD t 17 Claude Code, Codex, OpenCode 2 2,237 tok
aa-io/site ambrosino.io Andrew Ambrosino's personal website 17 Codex, OpenCode 1 1,159 tok
Carloslee96/vizagent-dashboard Turn CSV/Excel data into beautiful HTML dashboards — 20+ built-in themes, zero API spec mo 17 Claude Code, Codex 2
jrollin/cartog cartog.dev Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, pri 17 Claude Code, Codex, OpenCode 2 13,464 tok
anousss007/ng-blatui ngblatui.remix-it.com Accessible Angular 22 UI library (standalone, signals, zoneless, SSR) ported from BlatUI — 17 Codex, OpenCode 1 768 tok
atesgoral/vite-plugin-mcp-client-tools Pluggable Vite MCP plugin that brings client-side tools to your existing Vite setup 17 Codex, OpenCode 1 1,287 tok
higebu/3gpp-mcp 17 Claude Code, Codex, OpenCode 2 3,112 tok
TerminallyLazy/Tree-Ring-Memory terminallylazy.github.io Framework-agnostic, local-first memory lifecycle for AI agents: Rust CLI, SQLite/FTS recal 17 Codex, OpenCode 1 1,038 tok
shyamsridhar123/agentsmith-cli Agentify any repository in one command. AgentSmith maps a local codebase or GitHub URL and 17 Claude Code, Codex 18 1,629 tok
davertor/take-notes Turn a YouTube video or a web article into didactic study notes, rendered as a self-contai 17 Codex, OpenCode 1 779 tok
Parslee-ai/neo A self-improving code reasoning engine with persistent semantic memory 17 Claude Code, Codex, OpenCode 17 37,237 tok
asasugar/SuperSpec asasugar.github.io Spec-driven development (SDD) for AI-powered coding assistants 17 Claude Code, Codex, Cursor, OpenCode 20 2,431 tok
ulises-jeremias/agent-toolkit ulises-jeremias.github.io 🛠️ Composable AI agent toolkit — skills, agents, loops, and MCP templates for Claude Code 17 Codex, OpenCode 1 3,175 tok
alifanov/scopegate scopegate.dev AI Access Proxy Layer — granular permission gateway for AI agents. Connect services, defin 17 Claude Code, Codex 4 7,477 tok
PranavNagrecha/AwesomeSalesforceSkills Open-source Salesforce knowledge layer for AI coding assistants. 1,027 source-grounded ski 17 Claude Code, Codex, OpenCode 64 5,794 tok
star-ga/mind-mem mindlang.dev Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vect 17 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,988 tok
AppliedIR/sift-mcp appliedir.github.io Valhuntir SIFT platform — MCP servers, gateway, Examiner Portal 17 Codex, OpenCode 1 2,318 tok
tyql688/sessionview Browse, search, resume and manage your AI coding sessions in one local desktop app. (Claud 17 Claude Code, Codex, OpenCode 4 2,162 tok
patchloom/patchloom patchloom.github.io Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a g 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,911 tok
itsmemeworks/adhx adhx.com Stop saying "wait, I had the perfect meme for this." Save your favorites, build shareable 17 Claude Code, Codex, OpenCode 2 30,236 tok
desplega-ai/agent-fs agent-fs.dev A persistent, searchable filesystem for AI agents. 17 Claude Code, Codex, OpenCode 2 2,350 tok
clipkit-video/clipkit ClipKit — the open video runtime and protocol. 17 Codex, OpenCode 1 13,093 tok
juanklagos/spec-driven-development-template juanklagos.github.io Operational SDD framework with AI guidance, GitHub Spec Kit workflows, and MCP support. 17 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,865 tok
johalputt/VayuPress vayupress.com Your whole online presence in one sovereign Go binary — website, blog, PGP mail, E2E-encry 17 Codex, OpenCode 1 474 tok
SuperdeMan/cockpit-agent A cloud-edge collaborative AI Agent for intelligent vehicle cockpits: millisecond-level ve 17 Claude Code, Codex, OpenCode 2 12,286 tok
product-on-purpose/thinking-framework-skills product-on-purpose.github.io Evidence-graded, agent-executable thinking-method skills - 63 frameworks reduced to their 17 Codex, OpenCode 1 3,363 tok
Komagon/hermes-production-patterns komagon.github.io Hermes Production Patterns — A collection of production-grade engineering patterns for Her 17 Codex, OpenCode 1 795 tok
PerryLink/dsh-checkpoint-rewind npmjs.com Claude Code /rewind for DeepSeek Harness — git-first workspace snapshots before every muta 17 Codex, OpenCode 1 2,213 tok
jondwillis/kuluu-ffxi A faithful, open-source FINAL FANTASY XI client — rebuilt in Rust + Bevy 17 Claude Code, Codex, OpenCode 21 6,727 tok
noerd-dev/noerd 17 Claude Code, Codex, OpenCode 2 2,177 tok
mahirozdin/alliswell Open-source, self-hosted productivity hub: tasks, projects, notes, urgent reminders and tw 17 Claude Code, Codex, OpenCode 8 3,037 tok
Vncntvx/dsh-zotero Zotero toolkit for DeepSeek harness; Turn your Zotero library into an evidence store for a 17 Codex, OpenCode 1 6,680 tok
vogellacompany/eclipse-mcp-server vogellacompany.github.io MCP server for Eclipse 17 Claude Code, Codex, OpenCode 2 18,053 tok
MongLong0214/commitlore Git-native decision memory for Claude Code, Codex, Cursor and other coding agents. Preserv 17 Codex, OpenCode 1 967 tok
novoads/agent-skills novoads.ai AI video and image ads for marketers, built in Claude Code or Cursor and priced by a live 17 Claude Code, Codex, OpenCode 4 5,104 tok
rblalock/omakaseagent omakaseagent.com The chef's standard for AI agent work: twelve rules, a critique gate, and project memory. 17 Codex, OpenCode 1 205 tok
xWebt/chinese-erotic-fiction-writing General-purpose skill for writing Chinese adult-oriented (H) novels (Hermes Agent skill) — 17 Claude Code, Codex, OpenCode 2 1,931 tok
LokmenoWer/best-cad-mcp Comprehensive AutoCAD MCP server for Windows. It exposes high-level tools for drawing, edi 17 Claude Code, Codex 2
oaslananka/kicad-studio-kit oaslananka.github.io KiCad Studio Kit: VS Code extension for KiCad PCB/EDA projects with schematic/PCB viewers, 17 Codex, GitHub Copilot, OpenCode 2 1,838 tok
vladm3105/aidoc-flow-framework 17 Claude Code, Codex, OpenCode 2 19,787 tok
zapstore/zsp Publish apps to relays 17 Codex, OpenCode 1 319 tok
marclove/typeforge Basic TypeScript Node.js repository scaffold (no frameworks) with fantastic DX out-of-the- 17 Claude Code, Codex, OpenCode 3 1,663 tok
kot149/zmk-layout-shift ZMK module to dynamically shift keyboard layouts at runtime 17 Claude Code, Codex, OpenCode 2 1,023 tok
langchain4j/langchain4j-cdi Integrating langChain4J with CDI to be able to infuse applications with Ai seamlessly 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,827 tok
cobbler/cobbler-web cobbler.github.io Our new seperate Angular based web interface for Cobbler 17 Claude Code, Codex, OpenCode 2 2,173 tok
mcginty/blew A cross-platform BLE Central/Peripheral library, focused on P2P applications 17 Claude Code, Codex, OpenCode 2 7,165 tok
Veblin/invest-skills A-stock research assistant, for learning purposes only and not for use as a basis for deci 17 Claude Code, Codex, OpenCode 2 8,009 tok