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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | NestJS best practices and architecture patterns for building production-ready applications. | rolling-scopes/ | 10k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 4 days ago |
| 2 | Creates interactive architecture, workflow, sequence, data-flow and lifecycle diagrams as standalone HTML with inline SVG, themes and image or video export. | tt-a1i/ | 79k | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 3 | Tells the agent where new code belongs in an Electron multi-process project and which APIs each process may use, with rules for new bridges, services, agents and workers. | iOfficeAI/ | 33k | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | 29 days ago |
| 4 | Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3. | langgenius/ | 158k | — | ~676 | Automated safety check: Pass | Unknown | today |
| 5 | Creates dark-themed system, cloud, security and network architecture diagrams as self-contained HTML files with inline SVG and CSS. | Cocoon-AI/ | 7.4k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 6 | Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps and attack surface data flows. | trailofbits/ | 7.4k | 1 repo | ~1.7k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 7 | Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift… | maslennikov-ig/ | 260 | 8 repos | ~1.2k | Automated safety check: Notes | Unknown | 7 mo ago |
| 8 | Enforces one repository's React and TypeScript module layout for code under src/: source-root imports, feature barrels, deliberate exports and no deep imports. | siteboon/ | 14k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 | today |
| 9 | Compresses a large multi-repository codebase into a structured knowledge base through architecture reverse-engineering, a Graph RAG graph and AST analysis. | Tencent/ | 5.1k | — | ~4.4k | Automated safety check: Pass | Unknown | yesterday |
| 10 | Creates standalone dark-themed SVG diagrams, including architecture, flowchart, sequence, structural, mind map, timeline and state machine types. | JimLiu/ | 26k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | 28 days ago |
| 11 | Builds validated architecture, workflow, sequence, data-flow and lifecycle diagrams as standalone interactive HTML from a small JSON spec, with optional motion and image export. | Unclecheng-li/ | 1.5k | 2 repos | ~4.1k | Automated safety check: Pass | MIT | 3 days ago |
| 12 | Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C/.NET, Kotlin, Swift, Dart… | awesome-skills/ | 2.1k | — | ~2.8k | Automated safety check: Notes | MIT | 1 mo ago |
| 13 | Shows an evidence-linked map of a codebase's architecture and constraints, highlighting the modules an AI plans to change before it edits anything. | Qiuner/ | 721 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 14 | Guides design of modular-monolith platforms with DDD, flat-by-aggregate modules, anti-corruption layers, outbox events and resilience, plus an architecture document with SVG diagrams. | tech-leads-club/ | 7k | — | ~3.7k | Automated safety check: Pass | CC-BY-4.0 | 18 days ago |
| 15 | Enforces this repository's TypeScript backend module architecture under server/: feature folders, barrel exports, and where shared types and utilities belong. | siteboon/ | 14k | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | today |
| 16 | Traces how an action moves through your code and draws it as a compact ASCII tree: functions called, payload types, state changes and components that re-render. | slopus/ | 24k | — | ~654 | Automated safety check: Pass | MIT | yesterday |
| 17 | Explains the architecture of a public GitHub repository through GitDiagram: how the code is organized, the main components with paths, and a Mermaid diagram. | ahmedkhaleel2004/ | 18k | — | ~427 | Automated safety check: Pass | MIT | today |
| 18 | 18.Deepwiki Rs AI-powered Rust documentation generation engine for comprehensive codebase analysis, C4 architecture diagrams, and automated technical documentation. | sopaco/ | 3.1k | — | ~748 | Automated safety check: Pass | MIT | 24 days ago |
| 19 | 19.Qmd Search the vault using QMD semantic search. An agent skill from breferrari/obsidian-mind. | breferrari/ | 4.9k | — | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 20 | Deep dive into software architecture for macOS. An agent skill from KartikLabhshetwar/better-shot. | KartikLabhshetwar/ | 2.4k | 2 repos | ~1.4k | Automated safety check: Pass | Unknown | 7 days ago |
| 21 | Helps an agent pick the right Mermaid diagram type and write the syntax for class, sequence, flow, ER, C4, state and other software diagrams. | jjmartres/ | 133 | 6 repos | ~1.9k | Automated safety check: Pass | MIT | 5 mo ago |
| 22 | Development and review guide for the Fantasy C# distributed game server framework: ECS, FTask, routing, service discovery, config and databases. | qq362946/ | 1.4k | — | ~5.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 23 | Explains how a public GitHub repository is built by fetching its GitDiagram architecture diagram, components and optional explainer video. | ahmedkhaleel2004/ | 18k | — | ~429 | Automated safety check: Pass | MIT | today |
| 24 | Reviews a pull request against the Pascal editor's architectural rules: package boundaries, registry-driven node composition, hook hygiene and selector performance. | pascalorg/ | 25k | — | ~7.5k | Automated safety check: Pass | MIT | today |
| 25 | Creates, validates and renders Mermaid diagrams to SVG, PNG or ASCII, including C4 and AWS architecture-beta, flowcharts, sequence diagrams and ERDs. | tech-leads-club/ | 7k | — | ~4.6k | Automated safety check: Pass | CC-BY-4.0 | 18 days ago |
| 26 | Guides feature work in the Mistral Vibe Python CLI so each change lands in the right module and matches the project's architecture decision records. | mistralai/ | 5.1k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | 27.Fedramp Expert guidance for FedRAMP certification and compliance under CR26 (FedRAMP Consolidated Rules for 2026). | Sushegaad/ | 942 | 1 repo | ~4.4k | Automated safety check: Pass | MIT | 3 days ago |
| 28 | Designs software architecture and selects appropriate patterns for projects. | CloudAI-X/ | 1.4k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 29 | Guides systematic project analysis, codebase exploration, and architecture pattern recognition. | CloudAI-X/ | 275 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 9 mo ago |
| 30 | 30.Design First Guides the creation of technical design documents before writing code, producing architecture diagrams, data models, API interface definitions, implementation plans, and multi-option trade-off… | rohitg00/ | 1.5k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 31 | Reviews a Java project's architecture at the macro level: package structure, module boundaries, dependency direction and layering. | decebals/ | 751 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 32 | 32.Design Design or review software architecture, API contracts, data models, and module boundaries for the Static Web Server (SWS) project | static-web-server/ | 2.4k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 33 | Produces an in-depth architecture report on an open-source project or framework, explaining why it is designed the way it is rather than just what the code does. | yzddmr6/ | 491 | — | ~2.2k | Automated safety check: Pass | MIT | 5 mo ago |
| 34 | Comprehensive macOS development guidance including Swift 6+, SwiftUI, SwiftData, architecture patterns, AppKit bridging, and macOS 26 Tahoe APIs. | KartikLabhshetwar/ | 2.4k | 2 repos | ~735 | Automated safety check: Pass | Unknown | 7 days ago |
| 35 | Runs a three-step pipeline, requirement exploration, seven-model ontology YAML, then app build, on a Flask, SQLite, and React stack with sign-off gates. | sharptoolbox/ | 408 | — | ~1.5k | Automated safety check: Pass | MIT | 8 days ago |
| 36 | Review RAG designs or accessible implementations for extraction failures, deterministic facts, evidence routing, source versioning, code retrieval, and memory boundaries. | FinanceFlash/ | 160 | — | ~766 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | Comprehensive technical diagramming toolkit for solutions architects, presales, and developers. | cmb211087/ | 150 | — | ~4k | Automated safety check: Notes | MIT | 3 mo ago |
| 38 | 38.Brooks Audit Architecture audit that maps module dependencies, checks layering integrity, and flags structural decay across a codebase, drawing on twelve classic engineering books. | hyhmrright/ | 1.5k | 1 repo | ~537 | Automated safety check: Pass | MIT | 3 days ago |
| 39 | Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, PHP, Python, Django, Go, C/.NET, Kotlin, Swift, NestJS, C/C++, and more. | Rain-kl/ | 288 | — | ~2.3k | Automated safety check: Notes | MIT | today |
| 40 | 40.Audit Flow Interactive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export. | zebbern/ | 4.7k | — | ~4.2k | Automated safety check: Pass | MIT | today |
| 41 | Maps the NGINX Kubernetes Ingress Controller codebase: repository layout, architectural layers, layer-crossing rules and which files are generated. | nginx/ | 5.1k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Matches a coding problem to one of 46 documented systems patterns, checks that it really fits, then adapts it into your codebase with a test for its invariant. | Totoro-jam/ | 344 | — | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 43 | Creates C4 model diagrams at every zoom level, from system landscape to code, in ASCII, Mermaid or Structurizr, for designing or documenting software architecture. | lexler/ | 239 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 44 | Designs scalable NestJS modular monoliths with domain-driven design, Clean Architecture layers and optional CQRS, defining bounded contexts and strict module boundaries. | tech-leads-club/ | 7k | — | ~3.9k | Automated safety check: Pass | CC-BY-4.0 | 18 days ago |
| 45 | Research and advise on the best way to approach a software project, including architecture, tech stack, implementation strategy, pricing/operating-cost tradeoffs, benchmark research, and comparisons… | AaravKashyap12/ | 318 | 2 repos | ~9.2k | Automated safety check: Warn | MIT | 1 mo ago |
| 46 | Shows how to build entity actors with Akka.Hosting so the same code runs in local unit tests and in a sharded cluster in production. | Aaronontheweb/ | 1.2k | 1 repo | ~5k | Automated safety check: Pass | MIT | 20 days ago |
| 47 | React and React Native file-system architecture patterns that scale. | fluid-design-io/ | 120 | — | ~899 | Automated safety check: Pass | Unknown | today |
| 48 | Review tutti git diffs for project structure, layering, module ownership, and duplicate event-center infrastructure by planning focused architecture review tasks, then having the main agent… | tutti-os/ | 3.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |