How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
dryvist/ai-assistant-instructions A comprehensive, vendor-agnostic framework for consistent AI-assisted development workflow 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,006 tok
EmZod/speak A fast CLI tool for Agents to convert their text output to speech using Chatterbox TTS on 8 Codex, OpenCode 1 517 tok
ALCops/mcp-server nuget.org MCP server that brings ALCops AL code analyzers to AI assistants like Claude and Cursor 8 Claude Code, Codex, OpenCode 3 5,814 tok
creatornader/atrib atrib.dev Verifiable agent actions. Every action becomes signed context for the next. Ed25519 signat 8 Claude Code, Codex, OpenCode 4 20,384 tok
Andes-Software-Solutions/Andes.Extensions.AI nuget.org Composable Microsoft.Extensions.AI IChatClient middlewares for .NET — tool-call tracking w 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,338 tok
kevinslin/skillz 8 Claude Code, Codex, OpenCode 2 2,549 tok
MisonL/Ling npmjs.com A Chinese AI Agent template toolkit for Gemini CLI, Antigravity, and Codex, providing one- 8 Claude Code, Codex, OpenCode 69 1,373 tok
OutlineDriven/odin-reflector outlinedriven.github.io Codex CLI meta-reflection layer for Outline-Driven Development. Add-on for the Claude plug 8 Claude Code, Codex, OpenCode 2 3,753 tok
edgar-durand/codeagent-mobile-clients codeagent-mobile.com Public source for CodeAgent Mobile clients: codeam-cli (npm), VS Code / Cursor / Windsurf 8 Claude Code, Codex, OpenCode 4 14,012 tok
YuliiaKovalova/dotnet-template-mcp MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, 8 Codex, GitHub Copilot, OpenCode 2 1,696 tok
StringKe/std-agent One .stdai/ source of truth, fanned out to 22 AI coding tools: Claude Code, Codex, Cursor, 8 Claude Code, Codex, OpenCode 3 806 tok
S3DFX-CYBER/Claude-Skills-Security A production-grade security triage skill for AI agents. 8 Codex, OpenCode 1 1,494 tok
kangdacool/hwpx-editing-skill A validated ruleset + Python tool skill that enables LLM agents such as Claude Code and Co 8 Codex, OpenCode 1 507 tok
Lombiq/Orchard-Core-Agent-Skills Reusable, agent-agnostic knowledge packs for Orchard Core development, focused on theming, 8 Codex, OpenCode 1 301 tok
vunm-io/passdown Shift-handover workflow for AI coding agents — capture ideas into an inbox, dispatch tasks 8 Claude Code, Codex, OpenCode 1 1,280 tok
kogakure/skills Collection of AI Agent Code skills 8 Claude Code, Codex, OpenCode 2 519 tok
AgenticFirst/Cerebro Cerebro is an open-source personal intelligence system for building AI experts, automating 8 Claude Code, Codex, OpenCode 2 2,138 tok
d4rkNinja/infynon-cli cli.infynon.com Security-first Rust CLI for dependency risk scanning, API workflow testing, and shared cod 8 Claude Code, Codex, OpenCode 2 997 tok
Luminaire1337/mtasa-docs-mcp MCP server for MTA:SA documentation with intelligent search and caching 8 Codex, OpenCode 1 5,603 tok
ting-hong-shieh/polish-open-source-prose Agent Skill for Claude Code + Codex that edits open-source prose without losing facts or v 8 Codex, OpenCode 1 128 tok
ivan-magda/uikit-expert-skill Agent skill for writing correct, modern UIKit code in Swift. Covers lifecycle, memory, con 8 Claude Code, Codex, OpenCode 2 1,387 tok
agentverus/agentverus-scanner agentverus.ai Trust, but verify. Security scanner for AI agent skills. Detects prompt injection, data ex 8 Codex, OpenCode 1 2,548 tok
sprngr/rubber-duck 🦆 Socratic assistant operating system for developers who want better-quality decisions, n 8 Claude Code, Codex, OpenCode 2 1,517 tok
nbpadilha/nbp-skillforge Compose agent skills (SKILL.md / commands) from reusable bricks, with a drift-gate. 8 Codex, OpenCode 1 524 tok
mooqii/OpenPanels Extensible side panels for AI agents. 8 Codex, OpenCode 1 896 tok
ShaheerKhawaja/ProductionOS ProductionOS v1.0 — Claude Code plugin with 76 agents, 39 commands, and 12 hooks. Deploys 8 Claude Code, Codex, OpenCode 2 5,986 tok
Lrinvl1203/world-class-web-design-os lrinvl1203.github.io 17 installable agent skills for distinctive web design: art direction, implementation, cri 8 Codex, OpenCode 1 1,112 tok
gmickel/better-skill-builder Skill that teaches AI agents how to build Agent Skills for Claude Code, Codex, Amp, and Op 8 Claude Code, Codex, OpenCode 2 360 tok
hariharapanigrahy/layerkit Evidence-first AI agent workbench for vendor API integrate & contract heal — real producti 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,066 tok
SiliconEinstein/gaia-lkm-skills Agent skills for Gaia/LKM evidence-chain retrieval, evidence subgraph auditing, and schola 8 Codex, OpenCode 1 174 tok
netresearch/typo3-ddev-skill Agent Skill for automating DDEV environment setup in TYPO3 extension projects | Claude Cod 8 Codex, OpenCode 1 1,074 tok
kstonekuan/webskills WebSkills turns any webpage into an agent skill - npx webskills 8 Claude Code, Codex, OpenCode 2 18 tok
leynier/telegram-cli pypi.org Agent-first Telegram CLI with structured JSON/JSONL and skills for Claude Code, Codex, Ant 8 Claude Code, Codex, OpenCode 2 531 tok
RoninForge/budgetclaw roninforge.org Local spend monitor for Claude Code with hard budget caps: track cost per project and git 8 Codex, OpenCode 1 1,627 tok
akshatnerella/plumber Root cause first. An idiot admires complexity, a genius admires simplicity. 8 Codex, GitHub Copilot, OpenCode 2 774 tok
ztemerbekov/a1-marketing-skills t.me Hand over the routine to AI agents — freeing marketing teams to focus on strategy, vision, 8 Codex, OpenCode 1 2,397 tok
NodeSpaceAI/nodespace-core nodespace.ai Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, fa 8 Claude Code, Codex, OpenCode 15 10,404 tok
DDS-Solutions/AI-TadPole-OS dds-solutions.github.io AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running aut 8 Claude Code, Codex, Gemini CLI, OpenCode 3 4,901 tok
TwoWells/Catenary twowells.github.io Giving AI coding agents LSP-powered code intelligence. 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,552 tok
berkcangumusisik/repo-seatbelt npmjs.com A safety layer for AI coding agents. CLAUDE.md/AGENTS.md generator, MCP runtime guardrail, 8 Claude Code, Codex, OpenCode 2 1,503 tok
stainless-code/codemap stainless-code.com Cut AI-agent token waste ~90% — query a local SQLite structural index of your JS/TS/CSS co 8 Claude Code, Codex, OpenCode 27 632 tok
ccbud/CCBuddy ccbud.github.io Coding CLl Buddy, Allow more APIs to access coding cli, protocol conversion, and focus on 8 Claude Code, Codex, OpenCode 9 1,597 tok
jmpijll/fortimanager-code-mode-mcp MCP server for FortiManager using the Code Mode pattern — 2 tools (search + execute) with 8 Codex, OpenCode 1 1,701 tok
anirbanbasu/pymcp pypi.org A template repository for developing MCP servers in Python 8 Claude Code, Codex, OpenCode 2 1,470 tok
replenhq/replen replen.dev Smarter AI Development Workflows 8 Claude Code, Codex, Gemini CLI, OpenCode 3 8,308 tok
dwnmf/codex_remote Remote control of Codex CLI from a browser: live output, approvals, and self-hosting (Clou 8 Codex, OpenCode 1 63 tok
yideng-xl/gemini-cli-hud Real-time bottom-sticky HUD for Gemini CLI — model, context usage, tool calls, and more 8 Claude Code, Codex, Gemini CLI, OpenCode 3 421 tok
urbanmorph/mdshare Share and collaborate on local markdown files via shareable links 8 Claude Code, Codex, OpenCode 2 1,193 tok
kiali/openshift-servicemesh-plugin Webpack Plugin to integrate Kiali into OpenShift Console 8 Claude Code, Codex, OpenCode 2 7,413 tok
DorianSchlede/nexus-template 8 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 12 377 tok