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
k-vaca/prompt-engineering-skill Research-grounded Agent Skill for writing professional LLM prompts — matches technique to 8 Codex, OpenCode 1 158 tok
NITISH-R-G/hackerrank-orchestrate-skills hackerrank.com Unofficial community toolkit for HackerRank Orchestrate: 8 agent skills (Claude Code, Code 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 736 tok
mhenke/john-ousterhout-skills Strategic software design guidelines for AI coding agents. 15 behavioral rules + critique/ 8 Claude Code, Codex, OpenCode 2 2,307 tok
nirholas/metaplex-agent-mcp nirholas.github.io Deploy AI agents on-chain into the Metaplex Agent Registry on Solana: one atomic transacti 8 Codex, OpenCode 1 475 tok
nirholas/x402-mcp-commerce nirholas.github.io MCP server that gives Claude/GPT agents commerce tools — each tool call pays an upstream x 8 Claude Code, Codex, OpenCode 2 519 tok
Quidli/connect-mcp connect.quid.li MCP server for agent identity & reputation: resolve social handles to wallet addresses, sc 8 Claude Code, Codex 1 —
iamwaqargulzar/Marketing-Agent-OS Universal, cross-platform marketing agent skill system with 238 skills for SEO, GEO, AEO, 8 Claude Code, Codex, OpenCode 2 263 tok
open-edge-platform/skills Repository for Open Edge Platform Agent Skills 8 Claude Code, Codex 38 —
snyk-labs/snyk-vulnbench vulnbench.com A benchmark harness for measuring how AI coding agents find and fix security vulnerabiliti 8 Claude Code, Codex, OpenCode 12 3,693 tok
porchetthub/-https-github.com-DietrichGebert-ponytail 8 Codex, GitHub Copilot, OpenCode 2 1,117 tok
dsvi-b/corretor-enem Corretor de redação ENEM (5 competências) agnóstico de agent, calibrado em 11.147 redações 8 Claude Code, Codex, OpenCode 3 1,416 tok
sharpninja/McpServer sharpninja.github.io 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,730 tok
headlinearena/headlinearena-agent-plugin headlinearena.com Skills for integrating AI agents with HeadlineArena 8 Claude Code, Codex, OpenCode 2 1,536 tok
Vollkorn-Games/godot-mcp MCP server for Godot — tools for scene building, scripting, interactive game control, stat 8 Claude Code, Codex 4 936 tok
tambo-labs/charming-mcp usecharming.com Charming MCP server — generate and host interactive web apps via MCP 8 Codex, Gemini CLI, OpenCode 2 2,759 tok
yuluod/AllSessions A local-first desktop workspace for browsing, searching, and managing Codex, Claude Code, 8 Codex, OpenCode 1 2,070 tok
olgasafonova/gleif-mcp-server MCP server for GLEIF LEI (Legal Entity Identifier) database access 8 Claude Code, Codex, OpenCode 2 413 tok
ddpie/lark-mcp-on-agentcore A hosted remote MCP service for AI agents to operate Feishu, reusing lark-cli's 200+ tools 8 Claude Code, Codex, OpenCode 2 1,848 tok
menaje/codex-mcp-bridge-for-chatgpt A policy-enforcing Streamable HTTP MCP bridge from ChatGPT to local Codex. 8 Codex, OpenCode 1 541 tok
minwoo19930301/korea-ecommerce-integrated-channel-mcp MCP server for handling product listing, editing, sales suspension, and deletion across mu 8 Codex, OpenCode 1 1,345 tok
rebel0789/Memory-Recall npmjs.com Local-first repo memory and context for coding agents. 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,717 tok
supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,264 tok
Kuniwak/puml-parallel Composing multiple PlantUML state diagrams in parallel with synchronization events 8 Claude Code, Codex, Gemini CLI, OpenCode 4 8 tok
jleechanorg/agent-orchestrator-ts composio.dev Agentic orchestrator for parallel coding agents — plans tasks, spawns agents, and autonom 8 Claude Code, Codex, Gemini CLI, OpenCode 16 11,011 tok
slayer/gcon GCP TUI Console 8 Claude Code, Codex 12 4,490 tok
thisismygitrepo/machineconfig A stack manager: a package manager, work orchestrator, dotfile manager, secrets manager, c 8 Claude Code, Codex, GitHub Copilot 4 1,598 tok
SailfinIO/sailfin sfn.dev Self-hosted systems programming langauge with an effect system and compile-time capability 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 42 11,248 tok
sempods/sempods-kotlin sempods.org sempods reference implementation for the JVM — pod server, identity service, hosted MCP, c 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 5,174 tok
GregoryHo/arcforge Skill-based workflow engine for AI coding agents: planning, TDD, worktree orchestration, a 8 Claude Code, Codex, OpenCode 7 876 tok
IntelliTect/EssentialCSharp.Web essentialcsharp.com The web side of essentialcsharp.com 8 Claude Code, Codex, GitHub Copilot 4 2,331 tok
hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 2,961 tok
GrillerGeek/idd-framework A process framework for teams building software with AI coding agents. Replaces Epics/Feat 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,891 tok
shofer-dev/claude-code-live-memory shofer.dev A cheap, always-on model that learns your repo — so your agent stops re-reading it. 7 Claude Code, Codex, OpenCode 2 1,257 tok
dominodatalab/domino-claude-plugin Deprecated: moved to dominodatalab/domino-ai-plugin 7 Claude Code, Codex, OpenCode 1 5,355 tok
N0zoM1z0/touhou-university n0zom1z0.github.io 幻想鄉立東方大學 — an unofficial Touhou Project fan university website 7 Codex, OpenCode 1 1,132 tok
MaxQian888/cognia-next 7 Claude Code, Codex, GitHub Copilot, OpenCode 77 15,495 tok
Hyperion-GPU/ProofFlow-v0.1 7 Codex, OpenCode 1 484 tok
ukorvl/web-of-flaws A structured library of web security flaws for humans and coding agents with vulnerable ex 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 923 tok
boldprojekte/franke_skills Agent-first CLI that runs Codex, Claude Code, and Grok as detached coding workers, while a 7 Codex, OpenCode 1 35 tok
dkstm95/hope Hope helps people take on more complex work with AI while preserving their judgment and ag 7 Claude Code, Codex, OpenCode 2 292 tok
Leoyang183/sync-agents-settings Sync MCP server configs from Claude Code to Gemini CLI, Codex CLI, OpenCode, Kiro, and Cur 7 Claude Code, Codex, OpenCode 2 2,154 tok
jakubs2623/notebooklm-skill Connect NotebookLM research with Claude to generate structured content from URLs, PDFs, an 7 Codex, OpenCode 1 805 tok
paarths-collab/github-pr-context-mcp AI-Powered Repository Memory 7 Claude Code, Codex, GitHub Copilot, Cursor, Windsurf 5 708 tok
Benknightdark/neo-skills neo-blog-iota.vercel.app Reusable AI Agent skills library covering software development, architecture design, code 7 Codex, OpenCode 1 777 tok
altmetric/altmetric-mcp MCP server for Altmetric APIs - retrieve citation metrics and research output data for AI 7 Claude Code, Codex, OpenCode 2 3,594 tok
overstarry/qweather-mcp jasminides.com 7 Codex, OpenCode 1 534 tok
AvinashP/AgentsAtlas Minimal workflow for building production-ready projects with Claude Code & Codex. 8 comman 7 Claude Code, Codex, OpenCode 2 489 tok
ngvoicu/kluris kluris.ngvoicu.dev Kluris gives AI coding agents shared, human-curated team knowledge: git-backed brains of m 7 Claude Code, Codex, OpenCode 2 18,340 tok
geekjourneyx/gcli Production-ready Gmail read-only CLI in Go with OAuth2 login, Gmail query search, and JSON 7 Codex, OpenCode 1 142 tok
kaisers-io/refs npmjs.com Gives coding agents the real source of your dependencies, not a guess. 7 Claude Code, Codex, OpenCode 2 2,126 tok