lit-review
SolidSearch and synthesize scientific literature from Zotero, arxiv, bioRxiv, Google Scholar, and Consensus. Use when framing a research question, designing methods, interpreting results, mapping the field landscape, or identifying future directions.
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Quality Score: 85/100
Skill Content
Details
- Author
- dgilford
- Repository
- dgilford/ai-science-toolkit
- Created
- 4 months ago
- Last Updated
- 1 weeks ago
- Language
- Shell
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
lit-review
Run a reproducible literature review that ends in falsifiable experiments. Takes a research question and produces question clusters, a justified seed set, a backward+forward citation harvest, a shortlist where every inclusion has a recorded reason, a quote-grounded extraction table, and an experiment register stating what would prove each finding wrong. Use for "review the literature on X", "find the prior art", "what's already been done on X", "build a reading list", "systematic-ish review", "survey the field", "which of my hypotheses is underexplored", "turn these papers into experiments", or when someone needs a defensible methods record rather than a pile of PDFs. Free APIs only; no paid tool in the critical path.
res-litreview
Structured literature review — search strategy, inclusion/exclusion screening, quality appraisal, and synthesis map of a research field. Use when user says "literature review", "lit review", or needs to map what is already known about a topic.
literature-review
Run a living literature review — triage papers into a review matrix (relevance tiers, KEY flags, a keep-but-flag quality checklist), keep it reconciled with Zotero/citekeys, and optionally project it into an Obsidian vault as linked, filterable notes. Use when the user wants a paper triaged into their review ("add this paper", "triage this", "does this fit"), wants a review matrix set up for a project, wants the vault notes/graph regenerated from the matrix ("update my literature notes/graph"), or asks what the review holds ("how many papers use ⟨method⟩", "which papers share ⟨theme⟩").