How real projects configure their agents

44,969 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
gaia-react/gaia gaiareact.com A serious harness for Claude Code. Specs before code, gates on every commit, the Code Audi 26 Claude Code 38 627 tok
Dataslayer-AI/Marketing-skills dataslayer.ai Marketing agent skills powered by real data. Connect Claude Code to your actual Google Ads 26 Claude Code 1 608 tok
Thru-Echoes/TRACE doi.org TRACE protocol for auditing decision-provenance in AI-assisted scientific workflows 26 Claude Code 1 3,760 tok
houseworthe/claude-royale AI agents playing Clash Royale autonomously. Claude Code + multi-agent architecture reache 26 Claude Code 5 2,743 tok
hopoduck/agent-toast No more babysitting the terminal - Agent Toast pings you the instant Claude Code or Codex 26 Claude Code 1 4,176 tok
Leobai03/tc leobai825.icu TC Tian Ce startup problem-solving system: first turns messy narratives into the real prob 26 Codex, OpenCode 1 531 tok
shanraisshan/agentic-engineering linkedin.com does code matter? 26 Claude Code 35 706 tok
StuMason/polar-flow-server stumason.github.io Self-hosted health analytics for Polar devices — sync everything, keep it forever, and let 26 Claude Code 1 1,115 tok
geeks-accelerator/in-bed-ai inbed.ai A dating platform built for AI agents. Register, swipe, match, chat, and form relationship 26 Claude Code 1 11,585 tok
AuraVixStudio/caelo auravixstudio.github.io Open-source desktop client for the xAI Grok API — chat, image & video generation, voice, a 26 Claude Code 1 18,293 tok
deeheber/job-search-agent An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt 26 Claude Code, Codex, OpenCode 2 126 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 26 Codex, GitHub Copilot, OpenCode 2 3,441 tok
dashed/claude-marketplace A local marketplace for personal Claude Code skills and plugins. 26 Claude Code 1 5,539 tok
skills-il/localization AI agent skills for Hebrew, RTL, translation, and cultural adaptation 26 Claude Code 1 585 tok
kishormorol/SkillsAllYouNeed kishormorol.github.io A curated directory of every first-party skill, capability, and tool across 13 AI assistan 26 Claude Code 1 475 tok
maximskorohod/memohood Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM f 26 Codex, OpenCode 1 1,318 tok
fserg/1c-lsp-mcp-skill Cross-platform launcher manager and MCP bridge for multiple bsl-language-server instances 26 Claude Code, Codex 2 2,372 tok
rehiy/isrvd isrvd.rehiy.com All-in-one server management tool built with Go + Vue 3, providing full-stack operations c 26 Codex, OpenCode 1 10,311 tok
joelhooks/atproto-agent-network ⚡ AT Protocol concepts on Cloudflare primitives — decentralized agent identity, memory, an 26 Claude Code, Codex, OpenCode 11 3,740 tok
igorbarshteyn/glasswing-open A proof-of-concept agentic scaffold attempting to replicate Claude Mythos Preview's cyber 26 Claude Code 1 20,859 tok
shangyankeji/zhixun xiaoguan.syhub.net An AI-driven system for cultivating top salespeople and helping socially anxious people de 26 Codex, OpenCode 1 3,092 tok
vikramgorla/mcp-swiss Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys. 26 Claude Code 3 —
fireostendere/mcp_diptrace MCP server and live XML bridge for DipTrace 26 Claude Code, Codex, OpenCode 12 3,112 tok
Wanyi424/wanyi-watermark Watermark removal and video parsing tool for platforms such as Douyin and Xiaohongshu, wit 26 Claude Code 1 2,802 tok
techjewel/mdread mdread.app A quiet reading room for your markdown — local-first, privacy-first reader. Drop a file or 26 Claude Code 1 3,706 tok
eduardocornelsen/full-funnel-ai-analytics Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. 26 Claude Code, Codex, OpenCode 8 4,376 tok
bjornjee/agent-dashboard bjornjee.github.io Real-time tmux dashboard to monitor, manage, and orchestrate AI coding agents — Claude Cod 26 Claude Code 1 879 tok
Djarvur/cc-websearch Drop-in replacement for Claude Code's built-in WebSearch and WebFetch. DuckDuckGo-powered, 26 Claude Code 1 2,401 tok
caioniehues/herdmates Claude Code agent teams, native in herdr — teammux shim, mission-control board, focus pane 26 Claude Code 1 2,177 tok
upex-galaxy/agentic-qa-boilerplate upex-galaxy.github.io Agentic QA boilerplate built on Playwright + KATA + TypeScript. Multi-agent skills followi 26 Claude Code, Codex, OpenCode 6 5,137 tok
DarrenBenson/sdlc-studio Claude Code skill for managing the full software development lifecycle 26 Claude Code, Codex, OpenCode 2 1,852 tok
masondelan/selvedge selvedge.sh Persistent decision memory for AI agents: rationale, rejected approaches, and entity histo 26 Claude Code 1 2,569 tok
expectbugs/G2CC A custom windowed OS for Even Realities G2 smart glasses — direct-BLE Android client, PC-s 26 Claude Code 1 3,868 tok
ty13r/substack-mcp-plus The most advanced Substack MCP server. 12 tools, browser auth, rich text support. Not affi 26 Claude Code 1 2,882 tok
MarimerLLC/calendar-mcp Adjutant - a Model Context Protocol (MCP) server giving AI assistants unified access to em 26 Claude Code, GitHub Copilot 2 1,715 tok
vitalysim/the-knowledge-guy Turn any PDF or EPUB into a structured Claude Code skill - then ask your whole bookshelf 26 Claude Code 3 4,640 tok
nasrulhazim/claude 26 Claude Code 1 2,302 tok
iannuttall/seo-graph Agent-ready SEO for JavaScript — schema.org JSON-LD graph builders, deterministic agent ma 26 Claude Code, Codex, OpenCode 2 21,736 tok
JohnnyFiv3r/Core-Memory Drop-in causal memory for AI agents. Append-only event store with associations and bounded 26 Claude Code 1 2,772 tok
cyril0124/verilua cyril0124.github.io Verilua: An Open Source Versatile Framework for Efficient Hardware Verification and Analys 26 Claude Code, Codex, OpenCode 3 3,347 tok
bidyashish/vedicpanchanga.com vedicpanchanga.com Drik Panchanga Vedic 26 Claude Code 1 6,896 tok
findalexli/ai-scientist-v3 26 Claude Code 5 —
sambitcreate/Swift-Foundation-Models-Skills A collection of Agent Skills for building iOS/macOS applications with Apple's Foundation M 26 Codex, OpenCode 1 1,534 tok
magnusfroste/flowwink flowwink.com Flowwink is the next gen open source Business Operating System with 500+ skills where Herm 26 Claude Code 2 17,245 tok
srwang0506/HatchPet-CapybaraLulu A lively Capybara Lulu desktop pet for Codex, with smooth expressive animation, task-aware 26 Claude Code, Codex, OpenCode 2 371 tok
Alignbase/filegrc filegrc.com Git & file-based SOC 2 26 Codex, OpenCode 1 4,998 tok
Cloud-Eye-Prime/mcp-agent-forge Dispatch AI coding agents (Claude Code, Copilot, OpenCode) as MCP tools 26 Claude Code 1 131 tok
sean-galloway/RTLDesignSherpa sean-galloway.github.io This site is hopefully a springboard for others to learn about coding in System Verilog an 26 Claude Code, Codex, OpenCode 34 6,872 tok
FlorianBruniaux/ctxharness ctxharness.bruniaux.com Catch stale versions, broken paths, and missing scripts in your AI instruction files (CLAU 26 Claude Code 11 1,575 tok
rxdt/loopgate_harness A repo-native coding-agent loop harness for Claude, Codex, Copilot, and other CLI agents. 26 Codex, OpenCode 1 789 tok