How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
mopi1402/tayomi-cc-views npmjs.com Template-driven terminal rendering for Claude Code's MessageDisplay hook: data blocks in, 3 Claude Code 6 1,467 tok
kbatsu/chrysippus kbatsu.github.io 🎭 hark / ahoy / fr no cap / mans still — Claude Code plugin that makes thy AI agent speak 3 Claude Code, Codex, Gemini CLI, OpenCode 3 32,851 tok
matanryngler/deployshield 🛡️ Production safety guardrails for Claude Code and Gemini CLI. Intercepts and blocks dan 3 Claude Code 1 903 tok
HistOracle-production/blabberer historacle.ai AI-powered lip sync sprite generator. Turn any face photo into 9 mouth shape sprites — and 3 Claude Code 1 1,723 tok
Heretyc/subagent-mcp npmjs.com subagent-mcp is an MCP stdio server that turns an AI coding assistant (Claude Code, Codex, 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,043 tok
RockyHong/super-bootstrap Claude Code plugin: one command scaffolds CLAUDE.md, picks skills/MCPs for your stack, and 3 Claude Code, Codex, OpenCode 7 5,184 tok
P1M0U/SinoMem Lightweight Chinese-friendly Agent memory system with local semantic search. SQLite + FTS5 3 Claude Code 1 216 tok
otaviof/obsidian-vfs Virtual file-system sharing Obsidian notes with VSCode and Claude Code 3 Claude Code, Codex, OpenCode 2 857 tok
voxpelli/vp-claude Claude Code plugin marketplace + plugin that turns Basic Memory into an actively maintaine 3 Claude Code 1 9,098 tok
cyberstrat-forge/cyber-nexus Claude Code plugin toolkit for cybersecurity strategic planning 3 Claude Code 2 1,792 tok
Pierry/harness-kit pierry.github.io Gated Claude Code delivery pipeline: idea to merged PR through PRD, PRP, plan, dev, test, 3 Claude Code, Codex, OpenCode 7 5,505 tok
marketcalls/openalgo-claude-plugin docs.openalgo.in OpenAlgo Claude Code Plugin Marketplace - Algorithmic trading with 25+ Indian brokers 3 Claude Code 1 1,861 tok
sodam-ai/business-counselor AI Business Counselor — Claude Code plugin. Rigorously evaluates ideas through a 13-person 3 Claude Code, Codex, OpenCode 2 1,953 tok
solofounder-ai/solofounder AI virtual team for solopreneurs. One request — SoloFounder assembles specialist roles, de 3 Claude Code, Codex, OpenCode 2 358 tok
zircote-plugins/auto-harness Hook-driven test framework for Claude Code plugins - automates integration testing with YA 3 Claude Code 1
golemfoundation/octant-council-builder synthesis.md Claude Code plugin that morphs into multi-agent evaluation councils — not just a council i 3 Claude Code 1 1,845 tok
biggora/dev-team gordejev.lv Claude Code plugin that orchestrates a team of specialized AI agents for full-cycle softwa 3 Claude Code, Codex, Gemini CLI, OpenCode 3 15,400 tok
typedef-ai/ade-bench-plugin Claude Code plugin that generates ADE-Bench benchmark tasks from your own dbt project 3 Claude Code 1 1,477 tok
michalekz/claude-bridge Multi-chat orchestration plugin for Claude Code. File-based inbox, peer messaging, cross-s 3 Claude Code 1
Patchline-AI/Aria patchline.ai Aria by Patchline — guided music-release workflow for Claude Code. From idea to smart link 3 Claude Code 1 1,329 tok
hollandkevint/data-product-operator kevintholland.com Open Claude Code skills for data product managers: discover user needs, define quality, go 3 Claude Code 1 1,329 tok
jlifyio/wyx Architecture guardrails for LLM-assisted development 3 Claude Code 1 4,924 tok
punt-labs/vox Speech for Claude Code and friends: Text-to-speech CLI, MCP server, and Claude Code plugi 3 Claude Code, Codex, GitHub Copilot, OpenCode 5 8,526 tok
Jacksunwei/claude-telegram-buddy Hand off your Claude Code session from terminal to phone (and back) without losing context 3 Claude Code 1 1,341 tok
qxbyte/pluginhub Plugin library 3 Claude Code 1 7,767 tok
denys-petryniak/nativish Writing coach for non-native speakers 3 Claude Code 1
sabahudin-web/competitive-intelligence-radar linkedin.com Weekly competitor radar for business owners. Parallel BrightData scouts gather a cited bri 3 Claude Code 1 1,247 tok
Rememora/rememora rememora.ai Persistent, cross-agent memory for AI coding agents. Rust CLI + SQLite. Install as a Claud 3 Claude Code, Codex, OpenCode 2 732 tok
kalinbogatzevski/captain-memo captain-memo.ispcq.com Local, cross-AI memory for coding agents — Claude Code, Codex, Gemini, Antigravity, Cursor 3 Claude Code, Codex, OpenCode 1 809 tok
seungwee-choi/oh-my-personal-best Don't let years of training data sit unused in Strava. An AI coach reads it all, pinpoints 3 Claude Code 1 4,307 tok
mindbox-cloud/agent-skills Claude Code plugins by mindbox.cloud 3 Claude Code 1 1,143 tok
MuhammedZohaib/patchman Defensive AI security audit skill for Claude and Codex. Reviews codebases and web apps for 3 Claude Code, Codex, OpenCode 2 250 tok
toBzh30/Claude-Project-Bootstrap A Claude Code plugin that bootstraps a shared project ground truth — GitHub Project board, 3 Claude Code 2 878 tok
cwaits6/obsidian-cli-skill A Claude Code skill that automates your Obsidian vault — migrate notes, assign properties, 3 Claude Code 1 803 tok
LevyBytes/agent-kaizen agentkaizen.dev The Kaizen System is a five-layer approach (SAVMI) to continually improving workflows for 3 Claude Code, Codex, OpenCode 2 2,178 tok
Doist/twist-cli Command-line interface for Twist 3 Claude Code, Codex, OpenCode 2 1,993 tok
chris-peterson/ClaudeWatch chris-peterson.github.io bridge.ai/ClaudeWatch: screen dangerous shell commands/scripts 3 Claude Code, Codex, OpenCode 4 2,951 tok
drewalth/claude-xcindex drewalth.github.io Semantic Swift/ObjC symbol lookups for Claude Code — references, overrides, conformances, 3 Claude Code 1 1,438 tok
mkalkere/claude-statusline pypi.org Beautiful, informative status line for Claude Code. Zero dependencies, cross-platform. pip 3 Claude Code, Codex, OpenCode 2 2,251 tok
gg-mo/repo-hygiene Hygiene skills for Claude Code, Codex, Cursor, OpenCode, Gemini, and Copilot — orient, doc 3 Claude Code, Codex, Gemini CLI, OpenCode 3 729 tok
punt-labs/beadle Claude Code via e-mail based on an addressbook with UNIX style rwx permissions per interac 3 Claude Code, Codex, OpenCode 4 2,678 tok
eshwarvijay/secondmate 🐾 Your agent writes the code, a different model tries to break it, and only what survives 3 Claude Code 1 251 tok
zircote/yaml-lsp Claude Code plugin for YAML development with yaml-language-server and yamllint hooks 3 Claude Code 1 195 tok
StamKavid/last-ds-mile thelastaimile.substack.com A guided data-science lifecycle for Claude Code: frame, explore, baseline, validate, model 3 Claude Code 1 798 tok
ruali-dev/Riven-Analyst Riven Analyst is an agent plugin for Warframe players. Give Claude Code or Codex a Riven s 3 Claude Code 1
MacroMan5/AutomationHelper_plugins Skills based claude code plugins for generating automation on multiple platform. 3 Claude Code 1 5,852 tok
jpavley/meta-loop-ios AI-assisted iOS development methodology for Claude Code — structured wireframe, spec, impl 3 Claude Code 1 472 tok
lawwu/agentic-ml-plugin Agentic Machine Learning Plugin 3 Claude Code, Codex, OpenCode 2 1,144 tok
davidteren/hotwire-codex-skills davidteren.github.io Unofficial Claude Code skillset inspired by The Rails and Hotwire Codex — 8 skills for bui 3 Claude Code, Codex, OpenCode 2 1,165 tok
product-on-purpose/writing-style-catalog product-on-purpose.github.io Composable writing instructions for AI agents on four orthogonal axes (Voice, Tone, Style, 3 Claude Code, Codex, OpenCode 2 3,076 tok