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Architecture & codebase

12,914 rows from 2,780 repositories

The shape of a system, and finding your way around one.

What Architecture & codebase skills agree on

1,011 skill files read, by 858 of the 1,304 authors on this shelf whose files we hold, 2026-09-06

The middle one of the 120 measured here is ~1.6k tokens long, counted with cl100k_base

Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.

What they tell the agent to do

  1. Apply the deletion test to identify shallow modules32 of 858 in 31 filesalso worded as apply deletion test to identify shallow modules; apply the deletion test to evaluate module value
  2. Read domain glossary and ADRs before exploring22 of 858 in 19 filesalso worded as Read domain glossary and ADRs first; Read domain glossary and ADRs before scanning
  3. Use Tailwind and Mermaid via CDN for reports21 of 858 in 18 filesalso worded as Use Tailwind and Mermaid for report visualization; use Tailwind and Mermaid for report visuals
  4. Document architecture decision records20 of 858 in 12 filesalso worded as document technical decisions using architecture decision records; Create architecture decision records
  5. Offer to record ADRs for rejected candidates17 of 858 in 14 filesalso worded as offer ADR recording for rejected candidates; Offer to record rejections as ADRs when appropriate
  6. Limit primary navigation to four to seven items17 of 858 in 7 filesalso worded as limit primary header navigation to four to seven items; limit primary header navigation to seven items
  7. Write HTML report to the system temp directory17 of 858 in 14 filesalso worded as Write HTML report to the OS temp directory; write HTML report to OS temp directory
  8. Read product marketing context before asking questions16 of 858 in 6 filesalso worded as read existing context before asking questions
  9. Use Mermaid graph TD for visual sitemaps15 of 858 in 5 files
  10. Ensure every page has at least one internal link15 of 858 in 5 files
  11. Use ASCII tree format for page hierarchy drafts15 of 858 in 5 filesalso worded as use ASCII tree format for page hierarchies
  12. Enforce lowercase URLs with hyphens15 of 858 in 5 filesalso worded as enforce lowercase URLs with hyphens instead of underscores; Enforce lowercase URLs
  13. Design hierarchy to keep important pages within three clicks15 of 858 in 5 filesalso worded as design hierarchy to reach important pages within three clicks; design hierarchy with the three-click rule
  14. Update the index file after writing an ADR14 of 858 in 9 filesalso worded as Update the ADR index after approval; Update the ADR index after creating new records
  15. Ask one question at a time14 of 858also worded as ask questions one at a time; Ask the user one question at a time during interviews

What they tell it not to do

  1. Do not modify existing code28 of 858 in 24 filesalso worded as Do not change code; Do not modify source code
  2. Do not propose interfaces before user selection27 of 858 in 24 filesalso worded as Do not propose interfaces in the initial report; Do not propose interfaces before the user selects a candidate
  3. Do not use terms like component, service, API, or boundary26 of 858 in 25 filesalso worded as Do not use terms like component service API or boundary; Do not use terms like component service or API
  4. Do not list theoretical refactors forbidden by ADRs21 of 858 in 18 filesalso worded as do not list every theoretical refactor an ADR forbids; Do not list every refactor an ADR forbids
  5. Do not put business logic in controllers21 of 858 in 19 filesalso worded as Do not put business logic in ViewModels; Do not put business logic in the view
  6. Do not use underscores in URLs16 of 858 in 6 files
  7. Do not write code16 of 858also worded as Do not write implementation code; Do not write executable code
  8. Do not skip phases16 of 858also worded as do not skip steps; Do not skip research phases
  9. Do not use IDs in URLs15 of 858 in 5 files
  10. Do not use query parameters for content15 of 858 in 5 files

What they expect to be installed

  1. git123 of 858
  2. grep115 of 858 in 110 files
  3. Mermaid56 of 858 in 49 files
  4. Glob37 of 858 in 30 files
  5. Read34 of 858 in 32 files
  6. find33 of 858 in 32 files
  7. AskUserQuestion33 of 858
  8. gh28 of 858
  9. bash26 of 858
  10. python26 of 858 in 17 files

What they ask it to produce

  1. Architecture Decision Record74 of 858 in 65 filesalso worded as architecture decision records; architectural decision records
  2. ARCHITECTURE.md44 of 858 in 42 filesalso worded as docs/architecture.md; STRUCTURE.md
  3. ADR34 of 858 in 30 filesalso worded as ADR index; ADR files
  4. Architecture diagrams26 of 858 in 18 filesalso worded as Architecture diagram; System architecture diagram
  5. Mermaid diagrams20 of 858 in 18 filesalso worded as mermaid.js diagram file; mermaid diagram
  6. Architecture recommendation19 of 858 in 18 filesalso worded as technical architecture recommendation; recommendation
  7. Architecture analysis report18 of 858 in 16 filesalso worded as architecture assessment reports; Architecture assessment report
  8. HTML architecture review report17 of 858 in 15 filesalso worded as Architecture review report; HTML architecture report

When Architecture & codebase authors say to reach for one

The situations these authors wrote into their own files, counted out of the same 858 authors, with the skills that name each one

How Architecture & codebase skills are built

11,646 skill directories by 2,519 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 3 files, 13.7 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill904 of 2,519 authors, 5,658 of 11,646 skills
  2. files ship beside it1,615 of 2,519 authors, 5,988 of 11,646 skills
  3. executable scripts ship inside577 of 2,519 authors, 1,610 of 11,646 skills

The folders they converge on

  1. references/996 of 2,519 authors, 3,159 of 11,646 skills
  2. scripts/431 of 2,519 authors, 1,348 of 11,646 skills
  3. agents/315 of 2,519 authors, 702 of 11,646 skills
  4. assets/257 of 2,519 authors, 745 of 11,646 skills
  5. templates/170 of 2,519 authors, 308 of 11,646 skills
  6. evals/156 of 2,519 authors, 427 of 11,646 skills

  • Codebase Memory

    DeusData/codebase-memory-mcp/io.github.DeusData/codebase-memory-mcp MCP server

    39,060★ repo

    Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

  • Airunway aks setup

    microsoft/azure-skills/.github/plugins/azure-skills/skills/airunway-aks-setup Skill

    1,405★ repo

    Official agent plugin providing skills and MCP server configurations for Azure scenarios.

  • Crabbox setup

    AI-Builder-Club/skills/skills/crabbox-setup Skill

    no license1,191★ repo

    Codebase harness + loop engineer

  • Clean code guard

    amElnagdy/guard-skills/skills/clean-code-guard Skill

    1,185★ repo

    Guard skills for coding agents, quality gates that catch AI-generated failure modes in code, tests, and docs

  • Tutor setup

    bevibing/tutor-skills/skills/tutor-setup Skill

    1,108★ repo

    A Claude Code skill that turns PDFs, docs, and codebases into Obsidian study vaults

  • Api contract review

    decebals/claude-code-java/.claude/skills/api-contract-review Skill

    703★ repo

    Reusable AI development infrastructure for Java projects, optimized for Claude Code

  • Skill upper

    alibaba/skill-up/skills/skill-upper Skill

    659★ repo

    An evaluation and evolution tool for Agent Skills.

  • Configure

    SponsioLabs/Sponsio/plugins/sponsio-claude-code/skills/configure Skill

    445★ repo

    Deterministic safety solutions for probabilistic AI agents

  • Mcp local rag

    shinpr/mcp-local-rag/io.github.shinpr/mcp-local-rag MCP server

    360★ repo

    Easy-to-setup local RAG server with minimal configuration

  • Game concept architect

    DY-2026/GameDesignOS/game-concept-architect Skill

    339★ repo

    Local-first game design OS for AI agents: turn sessions into evidence, experiments, reviewable decisions, and durable project memory—Human Gates and rollback.

  • Container

    aerovato/container/skills/container Skill

    332★ repo

    Safely run OpenCode, Codex, Claude Code with full permissions.

  • Prompt architect

    ckelsoe/prompt-architect/skills/prompt-architect Skill

    278★ repo

    Agent skill for analyzing and improving prompts using 31 frameworks across 7 intent categories. Works with Claude Code, Gemini CLI, Cursor, Copilot, and 30+ Agent Skills compatible tools.

  • Backend

    telagod/code-abyss/skills/_kernel/backend Skill

    241★ repo

    Give your AI coding agent a personality. Composable persona + style + skills for Claude Code, Codex, Gemini CLI & OpenClaw. Ships Tech Persona Card v1.0 spec.

  • Brand onboarding

    stevenflanagan1/social-ai-team/skills/brand-onboarding Skill

    no license196★ repo

    Claude Code skills for social media — a complete AI social team for SMBs. Brand setup, content calendar, captions, creative, and performance review.

  • Init rules

    lifedever/claude-rules/.claude/skills/init-rules Skill

    189★ repo

    Coding standards for AI coding assistants. Auto-detect tech stack, generate project rules. Works with Claude Code, Cursor, Antigravity, GitHub Copilot.

  • Aelf skills

    AElfProject/aelf-skills Skill

    no license184★

    Unified aelf skills hub for discovery, routing, bootstrap, and health checks across OpenClaw, Codex, Cursor, and Claude Code.

  • Architecture compass

    techygarg/lattice/plugins/lattice/skills/architecture-compass Skill

    179★ repo

    Install engineering discipline into any AI coding assistant. Composable skills for design, implementation, review, and team standards. Better process, not just better prompts.

  • Skill init

    XBuilderLAB/cheat-on-skill/skills/skill-init Skill

    174★ repo

    帮你在 AI 时代找到一份高薪 × 你学得动 × 不会被 AI 吃掉的工作，并给出个性化学习陪跑计划。能力匹配 + 可学性闸门 + BOSS 直聘真实招聘数据 + 反诈。

  • Vibe coding architecture

    Junliu1066/vibe-coding-kit/skills/vibe-coding-architecture Skill

    167★ repo

    不教你写代码,教你把"用 AI 写代码"彻底想明白 — 给非技术产品人的 vibe coding 规划工具包

  • Frappe agent architect

    Impertio-Studio/Frappe_Claude_Skill_Package/skills/source/agents/frappe-agent-architect Skill

    no license167★ repo

    60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and operations

  • Nexus mapper

    Haaaiawd/Nexus-skills/skills/nexus-mapper Skill

    no license163★ repo

    AI-native codebase intelligence skills — generate persistent .nexus-map/ knowledge bases and instantly query file structure, dependency graphs, and change impact. Built for Copilot, Cursor, and any tool-calling LLM. 面向 AI 编程助手的代码库感知技能——生成持久化知识图谱，精准查询文件结构、依赖关系与改动影响半径。

  • Api design

    margelo/react-native-skills/skills/api-design Skill

    no license161★ repo

    The best react-native Agent Skills. Forget 10x, this is 100x.

  • Excalidraw Architect

    BV-Venky/excalidraw-architect-mcp/io.github.BV-Venky/excalidraw-architect-mcp MCP server

    142★ repo

    Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

  • Gdpr compliance checker

    goSprinto/compliance-skills/gdpr-compliance-checker Skill

    130★ repo

  • Arcium

    sendaifun/skills/skills/arcium Skill

    127★ repo

    a public marketplace of all solana-related skills for agents to learn from!

  • Create skill

    jinzhezenggroup/computational-chemistry-agent-skills/.github/skills/create-skill Skill

    125★ repo

    Agent skills to run computational-chemistry tasks, used in OpenClaw

  • Bootstrap ios

    RayFernando1337/rayfernando-skills/plugins/bootstrap-ios/skills/bootstrap-ios Skill

    124★ repo

    Ray Fernando's collection of Skill files for AI coding agents. First up: running-bug-review-board, a real-user QA workflow with a Bug Review Board (BRB) feedback loop.

  • Migrate to teamcity

    JetBrains/teamcity-cli/skills/migrate-to-teamcity Skill

    123★ repo

    TeamCity from your terminal – or your AI's. Builds, logs, agents, agent terminals, queues.

  • Account onboarding

    alpacahq/alpaca-skills/skills/broker-api/account-onboarding Skill

    108★ repo

    Agent skills for Alpaca's Trading API and Broker API: drop-in SKILL.md files for AI coding assistants

  • Android reverse engineering

    incogbyte/android-reverse-engineering-claude-skill/plugins/android-reverse-engineering/skills/android-reverse-engineering Skill

    106★ repo

    Claude Code skill that automates Android application reverse engineering

  • Architecture

    wellwelwel/lagune/.claude/skills/architecture Skill

    92★ repo

    🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether you're a developer or not (no API key needed).

  • Architecture review

    omergocmen/vibe-coder-kit/.agent/skills/architecture-review Skill

    89★ repo

  • Academic figure architecture extractor

    Azhi-ss/academic-figure-skills/academic-figure-architecture-extractor Skill

    80★ repo

    AI skills for academic paper figures: repo analysis, figure planning, colorblind palettes, JSON figure specs. Install: npx skills add Azhi-ss/academic-figure-skills

  • Deepagents architecture

    existential-birds/beagle/plugins/beagle-ai/skills/deepagents-architecture Skill

    79★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Goframe v2

    gogf/skills/skills/goframe-v2 Skill

    no license78★ repo

    GoFrame Agent Skills empowering AI to deeply understand GoFrame conventions and best practices, generating high-quality, production-ready code.

  • Craft cloud

    michtio/craftcms-claude-skills/skills/craft-cloud Skill

    77★ repo

    Production-ready Claude Code skills, agents, and project templates for Craft CMS 5 development

  • Meta harness

    001TMF/harness-forge/skills/meta-harness Skill

    76★ repo

    Turn Claude Code into its own Meta-Harness — a skill that evolves the scaffolding around a fixed model (memory, retrieval, context, prompts) via a native propose→score→Pareto loop. Native reimplementation of Meta-Harness (Lee et al. 2026).

  • Anti patterns

    avelikiy/great_cto/skills/anti-patterns Skill

    75★ repo

    Don't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.

  • 01 dotnet clean architecture

    ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/01-dotnet-clean-architecture Skill

    no license69★ repo

    27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.

  • Cc gemini plugin

    thepushkarp/cc-gemini-plugin Skill

    no license69★

    Gemini CLI integration for Claude Code and Codex.

  • Research architect audit

    mmTheBest/Research-Architect/dist/codex/skills/research-architect-audit Skill

    67★ repo

    An end-to-end research workflow skill for turning ideas into evidence-backed, citation-supported manuscript drafts

  • Api design patterns

    AsyrafHussin/agent-skills/skills/api-design-patterns Skill

    66★ repo

    Agent skills for AI coding agents (Claude Code, Cursor, Codex, Windsurf) — Laravel, React, TypeScript, MySQL, code quality, technical debt, documentation, and security.

  • Swift architecture skill

    efremidze/swift-architecture-skill/swift-architecture-skill Skill

    65★ repo

    Agent Skill for Swift architecture design and implementation patterns.

  • Architecture diagram

    konraddzbik/architecture-diagram-skill/skills/architecture-diagram Skill

    64★ repo

    Build click-through, animated system architecture diagrams as a single HTML file. Drop it into a workshop, design review, or onboarding doc and let people watch the data flow instead of reading static boxes-and-arrows.

  • Mcp codebase index

    MikeRecognex/mcp-codebase-index/io.github.MikeRecognex/mcp-codebase-index MCP server

    61★ repo

    Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

  • Wiki config

    vanillaflava/llm-wiki-skills/wiki-config Skill

    59★ repo

    Turn your markdown vault into a compounding knowledge wiki (Karpathy inspired). Six agent skills - knowledge grows with every conversation. Works with Obsidian, Logseq, etc. or just folders on your local drive. Compiled memory for your LLM sessions. Crossplatform. GUI install on Claude Desktop, no terminal, no code.

  • Codebase argus

    AaronZ345/codebase-argus/skills/codebase-argus Skill

    58★ repo

    Multi-agent codebase review for PRs, CI, and downstream fork syncs.

  • Kafka connector review

    lensesio/agentic-engineering-for-apache-kafka/skills/kafka-connector-review Skill

    56★ repo

    AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

  • Api design

    proyecto26/system-design-skills/skills/api-design Skill

    53★ repo

    A divide-and-conquer wiki of system-design skills for Claude Code — reason about scalable systems, don't memorize architectures.

  • Architecture

    Kanevry/session-orchestrator/skills/architecture Skill

    47★ repo

    Loop engineering for AI coding agents — turn ad-hoc sessions into a repeatable research → plan → wave-execute → close loop with verification gates. Runs on Claude Code, Codex CLI, Cursor, and Pi. MIT community plugin.

  • Architecture impact

    AlemTuzlak/skills/skills/architecture-impact Skill

    no license45★ repo

    Personal AI agent skills for Claude Code, Copilot, Codex, Gemini & Cursor — turn a PR or idea into marketing content, technical Slidev presentations, courses, changelogs, and rendered videos.

  • Architect

    addxai/enterprise-harness-engineering/skills/architect Skill

    44★ repo

    Enterprise-grade AI Agent Skills for software development, DevOps, SRE, security, and product teams. Compatible with Claude Code, Cursor, Windsurf, Gemini CLI, GitHub Copilot, and 30+ AI coding agents.

  • Agents md manager

    tdimino/claude-code-minoan/skills/core-development/agents-md-manager Skill

    41★ repo

    A curated ~/.claude/ configuration for professional development workflows — 90+ skills, 46 hooks, and CLI tools

  • Wp block theme converter

    siddik-web/wp-block-theme-converter Skill

    41★

    A Claude skill for converting any HTML/CSS/JavaScript project into a production-ready WordPress Block Theme (Full Site Editing).

  • Agent native architecture

    iliaal/ai-skills/skills/agent-native-architecture Skill

    37★ repo

    Curated collection of agent skills for AI coding assistants.

  • Agronomic experiment design starter

    ma-compbio-lab/SkillFoundry/skills/agriculture-food-and-plant-science/agronomic-experiment-design-starter Skill

    36★ repo

    A framework for discovering, compiling, and validating reusable skills for scientific agents.

  • Solidifier

    FernandoJRR/solidifier/claude-code/plugins/solidifier/skills/solidifier Skill

    35★ repo

    SOLID principles and design patterns for backend code — applied with restraint. Skill for Claude Code, OpenCode, GitHub Copilot, and OpenAI Codex.

  • Okf harness bootstrap

    pumblus/okf-harness/packages/agent-pack/templates/okf-harness-bootstrap Skill

    32★ repo

    Agent-first local harness for OKF-compatible LLM Wikis.

  • Connectry architect mcp

    Connectry-io/connectrylab-architect-cert-mcp/io.github.weareconnectry/connectry-architect-mcp MCP server

    31★ repo

    Free certification prep for the Claude Certified Architect exam by Connectry LABS

  • Acme cse

    ankraft/ACME-oneM2M-CSE/skills/acme-cse Skill

    30★ repo

    An open source CSE Middleware for Education.

All 12,914 in the catalog