literature-review
Literature Review
Systematic discovery, extraction, and synthesis of academic research on a defined topic.
When to use this skill vs. others
| Need | Skill |
|---|---|
| Survey a research area, synthesize multiple papers | literature-review (this skill) |
| Critique a single paper's methodology and claims | research-critique |
| Audit a manuscript's formatting, structure, citations | manuscript-review |
| Verify a manuscript's numbers trace to code | manuscript-provenance |
| Search arXiv for papers matching a query | arxiv-search (utility) |
Workflow
Phase 1: Scope Definition
Before searching, establish the review boundaries:
More from mathews-tom/armory
architecture-reviewer
Architecture reviews across 7 dimensions (structural, scalability, enterprise readiness, performance, security, ops, data) with scored reports. Triggers on: "review architecture", "critique design", "audit system", "assess scalability", "enterprise readiness", "technical due diligence". NOT for diagrams, use architecture-diagram.
61architecture-diagram
Generate layered architecture diagrams as self-contained HTML with inline SVG icons, CSS Grid containers, and connection overlays. Triggers on: "architecture diagram", "infra diagram", "system diagram", "deployment diagram", "topology", "draw architecture". NOT for architecture reviews, use architecture-reviewer.
61youtube-analysis
Extract YouTube transcripts and produce structured concept analysis with multi-level summaries, key concepts, takeaways. Uses youtube-transcript-api with yt-dlp fallback. Triggers on: "analyze youtube video", "youtube transcript", "summarize this video", "extract concepts from video", "video key points", or any youtube.com/youtu.be URL.
58concept-to-image
Turn concepts into static HTML visuals exported as PNG or SVG files via HTML/CSS/SVG. Triggers on: "create an image of", "export as PNG", "save as SVG", "concept to image", "screenshot this HTML". NOT for interactive HTML, use static-web-artifacts-builder.
57concept-to-video
Turn concepts into animated explainer videos using Manim (Python) with MP4/GIF output, audio overlay, multi-scene composition. Triggers on: "create a video", "animate this", "make an explainer", "manim animation", "motion graphic". NOT for React video, use remotion-video.
57code-refiner
Deep code simplification and refactoring preserving behavior across Python, Go, TypeScript, Rust. Targets complexity, anti-patterns, readability debt. Triggers on: "simplify this code", "refactor for clarity", "reduce complexity", "make this more readable", "tech debt cleanup", "too much nesting".
56