How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
GeoloeG-IsT/agents-reverse-engineer Reverse engineer your codebase to let your agents work efficiently 22 Claude Code, Codex, OpenCode 55 4,982 tok
static-var/build-brief bb.staticvar.dev Reduce noisy Gradle output into concise build briefs 22 Codex, OpenCode 1 396 tok
eliasstravik/skills Nine eval-built agent workflows for planning, implementation, copy, and repository work. 22 Claude Code, Codex, OpenCode 2 1,154 tok
pantheraudits/move-auditor pantheraudits.com Skill for move smart contract security auditing. 22 Claude Code, Codex, OpenCode 2 1,607 tok
Ezra144israel/governed-agent-skills ezra144israel.github.io Six skills tell coding agents how to work. Two guards enforce the parts that should not de 22 Claude Code, Codex, OpenCode 2 119 tok
currybab/superzent Superzent - an agent-first workspace built on Zed 22 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec 22 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,369 tok
nirholas/auto-kill-terminal nirholas.github.io 🤯 Stop AI agents from leaving zombie terminals in GitHub Codespaces & VS Code. Copy-past 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 658 tok
apiad/aegis apiad.github.io The meta-harness that brings real agentic collaboration as a first-class citizen 22 Codex, OpenCode 1 2,276 tok
aicubetechnology/qilbeeDB qilbeedb.io QilbeeDB is a cloud-agnostic, high-performance graph database built for autonomous AI agen 22 Codex, OpenCode 1 937 tok
vincentkoc/agentrinse agentrinse.com Safe, local-first cleanup planning for agentic development. 22 Codex, OpenCode 1 356 tok
ntppool/monitor monitoring agent for the NTP Pool 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,414 tok
brifl/coding-agent-orchestration Unifying prompt, context, skill, and process management for Claude, Gemini, and Codex. 22 Codex, OpenCode 10 2,470 tok
adrielp/ai-engineering-harness Provides a harness for various different AI agent for harness context engineering 22 Claude Code, Codex, OpenCode 2 2,852 tok
tbvjvsladla/easy_vllm_simulator 22 Claude Code, Codex, OpenCode 9 6,179 tok
bezhai/chiwei-platform 22 Claude Code, Codex, OpenCode 9 1,702 tok
hamanpaul/serialwrap UART console tool for AI. 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 10,989 tok
GerritCodeReview/gerrit-mcp-server gerrit.googlesource.com MCP server for interacting with the Gerrit code review system - (mirror of https://gerrit. 22 Codex, OpenCode 1 1,853 tok
ariklapid/pyslang-mcp pyslang-mcp is a read-only Model Context Protocol server for compiler-backed Verilog and S 22 Codex, OpenCode 1 1,439 tok
pyck-ai/pyck-oss pyck.ai An Open-Source warehousing framework, engineered for the AI era 22 Codex, OpenCode 1 817 tok
MylesBorins/athanor personal LLM alchemy 22 Codex, OpenCode 1 4,837 tok
bb8ad8/addroid-oss AdDroid OSS — self-hostable, GitOps-driven Meta ad operations console. 22 Codex, OpenCode 1 701 tok
ekbatan-io/ekbatan ekbatan-io.github.io Modern Java persistence framework for Event-driven systems. Built-in outbox pattern. Atomi 22 Claude Code, Codex, OpenCode 5 18,703 tok
officialzeroxyz/zero-plugins 22 Claude Code, Codex, OpenCode 2 519 tok
linuxfoundation/lfx-mcp LFX MCP (Model Context Protocol) Server 22 Claude Code, Codex, GitHub Copilot, OpenCode 12 11,788 tok
opensupplyhub/open-supply-hub 22 Claude Code, Codex, OpenCode 24 1,404 tok
DiegoFleitas/letterboxd-movie-justwatch movie-justwatch.fly.dev Scan a Letterboxd watchlist and see what's streaming in your country. Without JustWatch re 22 Claude Code, Codex, OpenCode 3 4,360 tok
nirholas/analyze-ethereum-address three.ws Analyze Efficient Ethereum Addresses 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 616 tok
analyticalmonk/explain-this An agentic skills framework for creating interactive HTML explainers for a topic, document 22 Claude Code, Codex, OpenCode 2 2,005 tok
mshadmanrahman/pm-pilot Product management workflows for Claude Code: evidence-led briefs, discovery, and everyday 22 Claude Code, Codex, OpenCode 2 1,213 tok
anthony-chaudhary/dos-kernel pypi.org Catch your AI agents when they lie about what they shipped — verifies claims against git i 22 Claude Code, Codex, Gemini CLI, OpenCode 11 8,806 tok
GobbyAI/gobby The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon 22 Claude Code, Codex, Gemini CLI, OpenCode 3 10,800 tok
standardbeagle/agnt dev.standardbeagle.com MCP Server for Development Tooling - Project Detection, Process Management, and Reverse Pr 22 Claude Code, Codex, OpenCode 10 2,375 tok
yang3kc/daily_arxiv_digest Daily digest of interesting arXiv papers — an unattended LLM pipeline for cron, plus a zer 22 Claude Code, Codex, OpenCode 2 1,848 tok
gaia-research/gaia-skill-tree gaiaskilltree.com Gaia is a living, open registry of every AI agent skill — structured as a leveling skill g 22 Claude Code, Codex, OpenCode 7 12,917 tok
a-tokyo/aiworkspace 🧑‍💻 Set up and manage AI agent skills and configs for Cursor, Claude Code, Codex and mor 22 Claude Code, Codex, OpenCode 6 391 tok
SihyunAdventure/dubyduby Dub any YouTube video into Korean — agent-based, with two-person voices and subtitles. Son 22 Claude Code, Codex, OpenCode 2 2,810 tok
acedergren/oci-agent-skills Oracle Cloud Infrastructure operations plugin with intelligent agent skills for managing c 22 Claude Code, Codex, OpenCode 2 1,008 tok
Hiroki-org/jules-extension marketplace.visualstudio.com VSCode extension for google Jules API 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,767 tok
Horosheff/excalibur-blog-cloud-public A Cursor automation plugin for blogging: an SEO/GEO pipeline using subagents, visuals, QA, 22 Claude Code, Codex, Cursor, OpenCode 24 1,751 tok
aiproxer/aiproxer Any agent. Any model. Your subscriptions. One proxy. 22 Claude Code, Codex, Kiro, OpenCode 64 14,985 tok
netresearch/skill-repo-skill netresearch.github.io Agent Skill guide for structuring skill repositories - multi-channel distribution | Claude 22 Codex, OpenCode 1 1,911 tok
panbanda/omen panbanda.github.io SAST intelligence for AI agents. Complexity, hotspots, blast radius, and tech debt analysi 22 Claude Code, Codex, OpenCode 2 3,061 tok
asa-degroff/Porrima porrima.cc A self-hosted, memory-native AI agent framework and cross-platform GUI application. 22 Claude Code, Codex, OpenCode 2 6,283 tok
EndeavorYen/chrome-cdp-ex endeavoryen.github.io Attach a coding agent to the Chrome/Edge/Electron tab you already have open. Cookies stay. 22 Codex, OpenCode 1 1,829 tok
machinavitalis/jaxonomy py.jaxonomy.com JAX-native simulation engine for hybrid dynamical systems — block-diagram modeling, ODE/DA 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,254 tok
kylehughes/writing-prose-like-a-human-for-agents A skill and subagent that help AI agents write and edit prose that doesn't read like AI. 22 Claude Code, Codex, OpenCode 2 558 tok
bigduu/Bamboo-agent Bamboo — a local-first Rust agent harness and runtime with sessions, tools, skills, MCP, s 22 Claude Code, Codex, OpenCode 2 2,398 tok
TerminallyLazy/Tree-Ring-Memory terminallylazy.github.io Framework-agnostic, local-first memory lifecycle for AI agents: Rust CLI, SQLite/FTS recal 22 Codex, OpenCode 1 1,038 tok
getcargohq/cargo-skills getcargo.ai GTM engineering skills for AI coding agents — build lead lists, find & verify emails, wate 22 Claude Code, Codex, OpenCode 2 327 tok