How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
BayramAnnakov/eval-coach Agent Skill for Evaluation-Driven Development (EDD) - guide AI evaluation strategies with 4 Claude Code 1 887 tok
Renn-Labs/Looptimal Looptimal — turn an objective into a delivered, VERIFIED outcome: a sealed acceptance suit 4 Claude Code 1 449 tok
arsenelupin14/THEMIS Research workrooms for AI agents: evidence retrieval, citation audit, adversarial review, 4 Codex, OpenCode 1 458 tok
wzszsw/easy-query-orm easy-query.com 4 Codex, OpenCode 1 954 tok
thangnguyenworkspace/industry-pulse Watchlist-driven intelligence pipeline crawling LinkedIn, X, RSS, and email into one neutr 4 Claude Code, Codex, OpenCode 2 1,581 tok
FelixGraeber/claude-aso-audit-skill ASO audit skill pack for Claude Code: audit App Store and Google Play listings, keywords, 4 Claude Code 1 403 tok
eiway112/prefab-interior-skills A collection of AI skills for prefabricated interior construction professionals in design, 4 Codex, OpenCode 1 46,735 tok
adaline/skills adaline.ai Skills that guide AI coding agents to integrate with the Adaline platform — send traces, m 4 Claude Code, Codex, OpenCode 5 871 tok
lzfxxx/shadow-tutor Predict-before-reveal tutor inside your Claude Code / Codex session: after AI writes your 4 Codex, OpenCode 1 796 tok
lossless-group/lossless-agent-skills lossless-group.github.io Pi & Agent-Skills-standard skills used by The Lossless Group. Starting with context-vigila 4 Claude Code 1 1,125 tok
fishcode2025/mcp-sqlite A SQLite MCP server implemented in Rust, providing access to SQLite databases through the 4 Cursor 1 3,771 tok
ujjwal502/debugduck A debugging skill for Claude Code, Cursor, and any coding agent. Reproduce, trace the full 4 Codex, OpenCode 1 692 tok
kt3k/skills Skills for developing software carefully and steadily. Plan tasks, review code, and refine 4 Codex, OpenCode 1 16 tok
Ampli-Group/agentic-mobile-blueprint The production-ready foundation for shipping mobile and web apps. Auth, deployment, monito 4 Codex, OpenCode 1 1,721 tok
karon-hyppolite/agent-skills AI coding agent skills for React/Next.js performance, UI design audits, and claimable Verc 4 Claude Code, Codex, OpenCode 2 755 tok
hannsxpeter/godaudits Audit everything after anything. Single-command AI agent skill that audits a codebase end 4 Codex, OpenCode 1 577 tok
Elnora-AI/elnora-plugins elnora.ai Elnora AI plugins marketplace — universal Agent Skills + MCP for bioprotocol generation 4 Claude Code, Codex, OpenCode 2 1,974 tok
zerocracy/zealot A set of skills for an extremely disciplined AI agent helping maintain a GitHub repository 4 Claude Code 1 104 tok
BambooGap/skills-orchestrator pypi.org Govern, audit, and ship AI-agent skills with policy checks, evidence, SBOM, and MCP. 4 Claude Code, Codex, OpenCode 2 927 tok
tph-kds/deckforge tph-kds.github.io DeckForge is a multi-agent skills repository for planning, designing, implementing, auditi 4 Claude Code, Codex, OpenCode 2 590 tok
alexanderwe/swiftui-native-component-design-skill Agent Skill to create Apple conform SwiftUI views 4 Codex, OpenCode 1 1,165 tok
sandover/agent-skills codex and claude skills repo 4 Claude Code, Codex, OpenCode 2 27 tok
fortrabbit/agent-skills fortrabbit.com Agent skills for fortrabbit, the managed PHP hosting platform. Set up, deploy and debug La 4 Codex, OpenCode 1 1,611 tok
ntaffzii/Skill-Agents Personal AI-agent skills, workflows, prompts, and setup guides for local LLMs and MCP-powe 4 Codex, OpenCode 1 536 tok
ainova-systems/intelligence-sync Archived - replaced by the Intelligence CLI (Single source of truth for AI coding rules ac 4 Claude Code 1 386 tok
Elnora-AI/elnora-cli elnora.ai Elnora CLI — command-line interface for the Elnora bioprotocol platform 4 Claude Code 1 —
SupernovifieD/naar supernovified.github.io A repo-aware package manager for AI-agent skills, rules, and instructions. 4 Codex, OpenCode 1 409 tok
Kit4Some/Oh-my-ClaudeClaw Autonomous AI assistant plugin for Claude Code — 5 MCP servers, 21 skills, 3-tier persiste 4 Claude Code 1 5,761 tok
sbhooley/ainl-cortex ainativelang.com Graph-native memory and self-learning for Claude Code. Every session remembered, every pat 4 Claude Code 1 5,943 tok
Sri-Ln/rolecraft JD-driven study companion: paste a job description, get back what to study, what to build, 4 Claude Code, Codex, OpenCode 2 1,547 tok
tig/bedside Bedside: manners for AI agents that operate tools for smart, high-judgment non-experts. Sh 4 Codex, OpenCode 1 601 tok
agentmessaging/agent-identity agentids.org Agent Identity (AID) - authentication and authorization for AI agents using Ed25519 crypto 4 Claude Code 1 2,648 tok
backchainai/backchain-plugins backchain.ai Claude Code plugins by Backchain. Practical agent skills authored to the agentskills.io sp 4 Claude Code 1 770 tok
Guild-Agents/guild guildagents.dev Spec-driven development for Claude Code. Design docs before code, structured pipeline with 4 Claude Code 1 1,440 tok
osouthgate/agent-plus A framework for building deterministic CLI tools that Claude Code shells out to. Universal 4 Claude Code, Codex, OpenCode 5 2,436 tok
justincampbell/gh-watch Watch GitHub resources for state changes 4 Claude Code 1 688 tok
macakdev/GC-MCP MCP server that connects AI assistants to your Garmin Connect data — health metrics, train 4 Claude Code 1 1,152 tok
tjdwls101010/Harness-Creator Create, validate, and maintain project-specific Claude Code harnesses through a structured 4 Claude Code, Codex, OpenCode 2 1,022 tok
OpenAnalystInc/10x-analyst-loop openanalystinc.github.io Supercharged Agentic Analysis Swarm — Multi-agent Claude Code plugin for end-to-end data a 4 Claude Code 1 2,461 tok
This-HW/claude-code-kit this-hw.github.io Claude Code plugin — 33 agents + 16 skills. Planning, implementation, review, security. Li 4 Claude Code, Codex, OpenCode 2 12,268 tok
yura-okilka/claude-plugins Personal Claude Code plugin marketplace. 4 Claude Code 1 671 tok
ClaudeTool/fleetline claudetool.github.io A hardened statusline for Claude Code — protected against the git-config RCE and ANSI-inje 4 Claude Code 1 4,646 tok
hummer98/nanobanana-adc Gemini 3 Pro Image (Nano Banana Pro) CLI with Application Default Credentials (ADC) suppor 4 Claude Code 1 1,205 tok
ch015/code-pentester Claude Code plugin — a multi-agent security assessment system based on 8-dimensional archi 4 Claude Code 1 506 tok
DvirNaaman/dvir-token-manager dvirnaaman.co.il A privacy-first, fully local Hebrew/RTL dashboard for analyzing Claude Code token usage, c 4 Claude Code 1 938 tok
froggeric/claude-smart-approval Claude Code PermissionRequest hook: an AI tier for unknown Bash commands. Safe ones run, d 4 Claude Code 1 2,314 tok
Samuel0101010/wisp-orchestrator Visual team-builder, plan-as-artifact, and live execution graph for autonomous Claude Code 4 Claude Code 5 —
mOHAD44DSFASF/flowforge-n8n Local-first CLI and Claude Code plugin for generating, validating, sanitizing, documenting 4 Codex, OpenCode 1 244 tok
austinfox/claude-plugins Claude Code plugin: Proactive US tax advisor with WA State specialization — aggressive but 4 Claude Code 1 552 tok
PentagonRBX/n8n-skills Enable AI assistants to design, explore, and automate n8n workflows using detailed node in 4 Claude Code 1 2,786 tok