How real projects configure their agents

31,984 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
bcanfield/agentic-tech-debt skills.sh Every shortcut your coding agent takes, saved to your repo as it happens. Fix them when yo 8 Claude Code, Codex, OpenCode 2 3,416 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
pengzhangzhi/superpowers-ml Skills that make your AI agent do ML research like a skeptical scientist, not a hype machi 8 Claude Code, Codex, Gemini CLI, OpenCode 3 1,913 tok
amitgambhir/claude-certified-architect-guide amitgambhir.github.io Study guide for the Claude Certified Architect exam — 10 domain pages, interactive quiz, t 8 Claude Code 1 673 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
Advent-AI/truenorth-cli app.true-north.xyz Crypto market intelligence CLI — technical analysis, derivatives, DeFi, token performance, 8 Claude Code 1 362 tok
kogakure/skills Collection of AI Agent Code skills 8 Claude Code, Codex, OpenCode 2 519 tok
whenpoem/aiscientist An AI-driven research workflow for generating ideas, running experiments, and writing scie 8 Claude Code, Codex, OpenCode 6 1,865 tok
twominutereports/marketing-skills Claude Marketing Skills for SEO, PPC, and ecommerce reporting, analysis, and automation vi 8 Claude Code, Codex, OpenCode 2 1,185 tok
ysskrishna/ai-agent-skills Structured thinking skills for AI agents: brainstorming, decision support, systems thinkin 8 Claude Code, Codex, OpenCode 2 2,500 tok
QuasarG/taste-bank tastebank.cloud An open-source frontend design manager. 8 Claude Code, Codex 1
AgenticFirst/Cerebro Cerebro is an open-source personal intelligence system for building AI experts, automating 8 Claude Code, Codex, OpenCode 2 2,138 tok
MrBinnacle/azimuth mrbinnacle.github.io Decision-quality pre-commitment analysis. Hosted at azimuth-testbed.netlify.app — no insta 8 Claude Code 2
agents-inc/agents-inc An agent composition framework that builds stacks and compiles specialized subagents for C 8 Claude Code 1 2,156 tok
Avierovich/openpitch avierovich.github.io Open, real-time, fully-sourced intelligence on AI startups — MCP-native, zero-cost. A free 8 Claude Code, Codex, OpenCode 3 4,511 tok
muratmirgun/gophers 26 production-grade Go skills for Claude Code, Gemini CLI, and opencode. 8 Claude Code 1 615 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
MikeyPetrillo/Agent402 agent402.tools agent402.tools: 500+ pay-per-call tools, metered models and finished reports for AI agents 8 Claude Code, Codex, Cursor, OpenCode 2 997 tok
anmolnagpal/devops-skills Multi-tool DevOps skills for Claude Code, Cursor, and Codex — Terraform, Kubernetes, Docke 8 Claude Code 1 3,536 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
amadeus-dlc/amadeus Agent skills, templates, examples, validators, and docs for operating Amadeus DLC, a lifec 8 Claude Code, Codex, OpenCode 11 4,995 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
EricSanchezok/repo-seed Seed agent-native, self-governing repos: AGENTS.md, MADR decision logs, deterministic gate 8 Claude Code, Codex, OpenCode 2 1,047 tok
smorinlabs/agent2linear agent2linear is a command-line interface for Linear designed to work seamlessly with both 8 Claude Code 2 6,030 tok
hamza-ali-shahjahan/hamzaish hamzaish.com Open-source agent OS for Claude Code that puts you in Builder Mode — and keeps you there f 8 Claude Code, Codex, OpenCode 5 10,328 tok
imboard-ai/ai-dossier dossier-registry.vercel.app Universal standard for LLM-executable automation 8 Claude Code, Codex, OpenCode 2 754 tok
Karthick-Ramachandran/persist-os Local-first CLI that gives your repo durable, AI-ready memory - features, ADRs, modules, a 8 Claude Code, Codex, OpenCode 2 1,426 tok
wenboxia/liangyi liangyi-five.vercel.app One idea, two opposing expert views, one synthesized decision. A Claude Code workflow for 8 Claude Code 1 3,810 tok
sendx/email-skills SendX's best practices for message performance, email sending deliverability and complianc 8 Claude Code, Codex, OpenCode 2 930 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
sakebomb/mcp-recall mcp-recall compresses MCP tool outputs (94 KB → 3.5 KB · 96%) and stores full results in S 8 Claude Code 1 2,988 tok
young1lin/claude-token-monitor Claude Code Statusline plugin with support for Anthropic native quota display and Z.ai Cod 8 Claude Code 2 4,931 tok
robertoecf/adversarial-review Review triad plugin for Claude Code: prompt optimization, adversarial red-team review, pla 8 Claude Code, Codex, OpenCode 2 3,062 tok
luiseiman/dotforge Configuration governance for Claude Code. Bootstrap, audit, sync, and evolve .claude/ acro 8 Claude Code 10 2,228 tok
zircote/csharp-lsp Claude Code plugin for C# development with OmniSharp LSP and dotnet format hooks 8 Claude Code 1 202 tok
ninthwave-io/ninthwave ninthwave.sh Orchestrate parallel AI coding into reviewable PRs. 8 Claude Code 1 1,812 tok
ZviBaratz/gnome-extension-reviewer Claude Code plugin for GNOME Shell extension EGO review compliance 8 Claude Code 1 4,022 tok
sjnims/gen-alpha-output-style Claude Code plugin that transforms responses into Gen Alpha/brainrot internet slang. No ca 8 Claude Code 1 624 tok
WaterTian/cc-hud npmjs.com Compact Claude Code statusline — zero-dependency, crash-free on Windows 8 Claude Code 1 835 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
GeiserX/cc-agents-md Load AGENTS.md into Claude Code sessions — no CLAUDE.md needed 8 Claude Code 1 675 tok
ZachArticulateV/designer-pro-and-seo Free MIT Claude Code plugin for the web-design + SEO workflow: design systems, on-brand pa 8 Claude Code, Codex, OpenCode 2 3,510 tok
MIMI180306/claude-persistent-memory mimi180306.github.io Give Claude Code persistent memory across sessions. Hybrid BM25 + vector semantic search, 8 Claude Code 1 867 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
igloude/ds-skills Agent skills to police AI-generated frontend work for design system conformance. 8 Claude Code 1
frankxai/Starlight-Intelligence-System starlightintelligence.org Sovereign AI substrate for memory, orchestration, skills, governance, and evals across Cla 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,259 tok
SeongwoongCho/adaptive-harness A self-improving harness router for Claude Code. 8 Claude Code 2 857 tok
Avyayalaya/agent-prime avyayalaya.github.io A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quali 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 12,325 tok