How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
ajsai47/holyclaude The Ultimate AI Coding Agent — Memory + Workflow + Virtual Team + Browser + Autonomous Res 11 Claude Code 1 1,506 tok
juspay/skills Various useful skills for development 11 Codex, OpenCode 1 269 tok
m0n0x41d/claude-code-fpf 11 Codex, OpenCode 1 1,616 tok
vanrayliu/openallin 11 Codex, OpenCode 1 1,524 tok
DeepLink-org/probing Dynamic Performance Profiler for Distributed AI 11 Codex, OpenCode 1 3,615 tok
Sneh14/ai-native-qa-automation AI-powered multi-agent QA automation system that generates, validates, and optimizes test 11 Claude Code 7 881 tok
getty104/claude-code-marketplace 11 Claude Code 1 1,020 tok
octavehq/lfgtm octavehq.com Source of truth for the Octave GTM plugin (Claude Code) — auto-mirrored to Codex & Cursor 11 Claude Code 1 —
tsdfs930514/econ-research-workflow Claude Code skills framework for economics research (DID, IV, RDD, Panel, SDID) 11 Claude Code 14 3,543 tok
rocky2431/ultra-builder-pro Production-Grade AI-Powered Development System for Claude Code 11 Claude Code 1 5,031 tok
cidtechmm002/cloudsec-sentinel 11 Claude Code 2 —
LeonardoTrapani/better-skills better-skills.dev Your agents second brain through skill graphs 11 Claude Code, Codex, OpenCode 11 562 tok
vkpriyesh/ai-stuff 11 GitHub Copilot 3 877 tok
mscalessio/symphony-claude Symphony turns project work into isolated, autonomous implementation runs, allowing teams 11 Claude Code 6 —
MattAtAIEra/Agent-Skill-Lab Share useful tool for AI Agent 11 Claude Code 1 —
faidd/faidd faidd.org FAIDD is a sovereign security framework designed to govern, audit, and secure the interact 11 Claude Code, Codex, OpenCode 5 1,058 tok
nshkrdotcom/agent_session_manager Agent Session Manager - A comprehensive Elixir library for managing AI agent sessions, sta 11 Claude Code, Codex, OpenCode 2 693 tok
runbear-io/aweek Claude Code plugin for managing multiple AI agents on scheduled weekly plans. 11 Claude Code 1 12,239 tok
TheBous/thebous-os 11 Codex, OpenCode 1 946 tok
syou6162/agent-skills A collection of custom slash commands for Claude Code — a command set for streamlining PR 11 Claude Code 1 2,514 tok
yammaku/cross-agent-skills-template 11 Claude Code, Codex, OpenCode 2 3,183 tok
SonicGarden/copy-tuner-ruby-client Edit copy in your live web app. 11 Claude Code 1 1,349 tok
teimurjan/lethe pypi.org A memory store for LLM agents. Hybrid BM25 + dense retrieval, cross-encoder reranking, clu 11 Codex, OpenCode 1 2,330 tok
j4ckwinter/brain-cache 11 Claude Code 2 1,021 tok
datathings/marketplace 11 Claude Code 14 923 tok
aws-samples/sample-lark-mcp-on-agentcore A hosted remote-MCP service that lets AI agents operate Feishu/Lark, reusing lark-cli's 20 11 Claude Code, Codex, OpenCode 2 1,858 tok
huangpufan/SSOT-SKILL Lifecycle skills for durable, verifiable, cross-agent repository memory. 11 Codex, OpenCode 1 1,681 tok
upstash/agents-worldcup AI agents competing to predict 2026 World Cup game outcomes 11 Claude Code, Codex, OpenCode 2 690 tok
FunnelEnvy/marketing-clis Open source CLIs for marketing tools — GA4, Ahrefs, Meta Ads, Mailchimp, Buffer 11 Claude Code 2 3,790 tok
xavierchuan/resume-tailor-kit 11 Claude Code 1 —
funiq-lab/your-mind Your digital brain powered by AI 11 Claude Code 19 1,272 tok
lahkiri/xeo-forge Self-hosted control plane for governed AI agents: approval-first execution, persistent con 11 Codex, OpenCode 1 6,360 tok
LameGz/synapse-graph-skills Engineering memory system for solo full-stack developers. Graph-topology memory with expli 11 Claude Code 1 —
iyuenan3/worklog-kit Turn-key personal project-brain vault for Claude Code: say one sentence before bed, and yo 11 Claude Code, Codex, OpenCode 15 1,111 tok
aeroxy/gsearch-cli Standalone Google Search CLI powered by Gemini API, sharing auth with Gemini CLI. 11 Claude Code, Codex, Gemini CLI, OpenCode 3 328 tok
odarino/haren Minimal, skill-based agentic SDLC framework 11 Claude Code, Cursor 2 1,578 tok
leroybbad/designkit Browser-based design refinement plugin for Claude Code — Comment, Inspect, Tune, and more 11 Claude Code 1 352 tok
one-aisama/ai-dev-framework A spec-first, quality-gated development framework for AI-assisted software production with 11 Claude Code, Codex 9 511 tok
Cluster-Taek/create-next-claude-app 11 Claude Code 10 523 tok
keugenek/shark 🦈 The Shark Skill - non-blocking AI agent execution for Claude Code and OpenClaw. A shark 11 Codex, GitHub Copilot, OpenCode 2 176 tok
artusjs/artusx artusjs.org Ecosystem based on Artus.js . 11 Claude Code, Codex 2 1,606 tok
JiangJingC/claude-to-im-plus Claude-to-IM Plus: bridge Claude Code and Codex sessions to IM platforms 11 Claude Code, Codex, OpenCode 2 511 tok
huangdijia/oh-my-claude-code-plugins Claude Plugin Marketplace 11 Claude Code, Codex, OpenCode 2 2,015 tok
jcwleo/oh-no-harness 11 Claude Code, Codex, OpenCode 2 3,700 tok
zhiwendesign/kkskills A collection of poster Skills for agent environments that support Skills. It converts arti 11 Claude Code, Codex, OpenCode 2 722 tok
critesjosh/aztec-claude-plugin Claude Code plugin for Aztec smart contract development 11 Claude Code 1 1,880 tok
moodler/liz-tracker A self-hosted tracker for managing your life 11 Claude Code, Codex 39 22,904 tok
Dr-SoloDev/clawforge AI Agent Video Production Toolkit — Script → Record → Narrate → Render → MP4 11 Codex, OpenCode 1 869 tok
itssimple/destiny-ui-css eververse.trade Destiny 2 UI Framework 11 Claude Code 4 912 tok
AICMO/Autonomous-Agent-X-Bluesky Self-Managing Agent to Autonomously and Iteratively accomplish given goal/task/outcome (ar 11 Claude Code 5 15,003 tok