How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
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
sandover/agent-skills codex and claude skills repo 4 Claude Code, Codex, OpenCode 2 27 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 —
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
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 —
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
lexCoder2/lxDIG-MCP Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledg 4 Claude Code, GitHub Copilot 5 1,103 tok
grandcamel/GitLab-Assistant-Skills Claude Code skills for GitLab automation using glab CLI 4 Claude Code 1 1,100 tok
AleksandarBisevac/claude-plugins aleksandarbisevac.github.io Claude Code plugin marketplace. audit: a manifest-driven audit/fix pipeline with enforced 4 Claude Code 4 8,198 tok
Wolfe-Jam/faf-skills skills.faf.one Claude Code Skills — the FAF Way · curated, receipt-proven skills that take any project to 4 Claude Code 1 336 tok
blvp/cc-lspctl Mason-like LSP server manager for Claude Code. Define servers in Neovim-compatible Lua con 4 Claude Code 1 2,369 tok
app-builders-club/design-builder A design plugin for Claude Code 4 Claude Code, Codex, OpenCode 2 1,772 tok
viamus/claude-sdd-plugin SDD Orchestrator — Claude Code plugin that enforces Spec-Driven Design. Code is only gener 4 Claude Code 1 570 tok
dyingg/chromectx Search all your open tabs by title or full page content, and expose everything as RAG cont 4 Claude Code, Codex, OpenCode 2 1,869 tok
jenreh/appkit Reflex.dev components based on mantine.dev. Chat application and image generation UI. 4 Claude Code, Codex, GitHub Copilot, OpenCode 29 1,610 tok
haarshitgarg/Nudge-Server An MCP server to control all things Mac 4 Claude Code, Gemini CLI 2 864 tok
mtrdesign/whygraph MCP server that gives Claude Code the rationale behind a symbol before editing - synthesiz 4 Claude Code 1 13,724 tok
yongzhe-wang/yapping-apple-calendar-mcp your calendar, but yapping. Apple Calendar MCP server for Claude Desktop & Claude Code — 2 4 Claude Code, Codex, OpenCode 2 28,284 tok
shuji-bonji/rfcxml-mcp shuji-bonji.github.io A Model Context Protocol (MCP) server for structured understanding of RFC documents. 4 Claude Code 1 32,442 tok
dataflowr/dataflowr-tools dataflowr.github.io Python CLI, REST API, and MCP server for the Deep Learning DIY course 4 Claude Code 1 —
cafitac/hermit-agent Quiet MCP executor for Claude Code and Codex. Offload edits, tests, refactors, and commits 4 Claude Code 8 193 tok
HassanMahomed/HoloCore Local-first AI context engine combining a structural Atlas, verified Archive, episodic Ani 4 Claude Code, Codex, Gemini CLI, OpenCode 39 678 tok
oguzhankir/fmtly fmtly.dev The high-performance, local-first data engine for developers and AI agents. Format, valida 4 Claude Code, GitHub Copilot, Cursor, Windsurf 4 4,264 tok
sgharlow/ai-control-framework Verification gates for AI-assisted code: deployment-readiness scoring, specs, checklists. 4 Claude Code 1 1,577 tok
metalralf/sonarqube-mcp An MCP server that exposes SonarQube data as AI agent tools. 4 Claude Code, Codex, OpenCode 8 3,450 tok
anatolykoptev/go-job Job, Remote & Freelance Search MCP server 4 Claude Code 1 943 tok
sponge-b0b/Polaris Decision-centered AI intelligence for trustworthy portfolio and investment decisions 4 Claude Code, Codex, OpenCode 52 4,419 tok
adrojis/tracecat-mcp-community MCP server for Tracecat SOAR platform — 44 tools for workflows, actions, cases, executions 4 Claude Code 1 637 tok