skills/literature-review/SKILL.md
Structure and write a literature review for any research topic. Use when asked to write a literature review, systematic review summary, narrative review, or research background section. Produces a structured review with thematic organisation, critical analysis, and gap identification.
npx skillsauth add mohitagw15856/pm-claude-skills literature-reviewInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Structures and writes literature reviews — from background sections of a dissertation through to standalone narrative reviews for publication.
Databases: [PubMed, EMBASE, PsycINFO, etc.] Search terms: [Key terms and Boolean combinations] Inclusion criteria: Study types, population, date range, language Exclusion criteria: [List] Results: [n] identified → [n] after deduplication → [n] screened → [n] included
Organised thematically — not chronologically. Each theme = one section.
Structure per thematic section:
[Theme heading]
[Opening: state what this section covers and what evidence shows overall]
[Evidence synthesis: present what multiple studies found, compare and contrast. Do NOT summarise one paper then the next — synthesise across them: "Three studies found X (Smith, 2019; Jones, 2020; Lee, 2021), while two found Y, with the difference attributable to..."]
[Critical analysis: note methodological strengths and weaknesses — sample sizes, study designs, generalisability, risk of bias]
[Closing: transition to next theme]
| Author, year | Study design | Population | n | Key findings | Quality/Limitations | |---|---|---|---|---|---|
Well-established: [What literature consistently shows] Contested: [Areas where evidence is mixed and why] Missing: [Gaps the field needs to address] How your study addresses the gap: [If this is for a research proposal]
[3-5 sentences. Current state of knowledge and what is needed next]
For each paper: internal validity, external validity, bias types, effect size significance vs clinical significance, funding conflicts.
development
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development
Generate article or newsletter thumbnail candidates using the Gemini API from inside Claude Code. Claude reads article copy, proposes composition concepts, writes image generation prompts incorporating brand specs, calls Gemini to generate the images, evaluates the results via computer vision, and returns ranked candidates with rationale. Use when asked to create thumbnails, generate cover images, or produce visual candidates for an article or newsletter.
testing
Flips Claude's default from "find reasons you're right" to "find reasons you're wrong." A genuine thinking partner, not a mirror with grammar. Use before high-stakes decisions, plans, assumptions, or pitches you haven't stress-tested.
development
Scrapes a Substack Notes page and exports engagement data (likes, comments, restacks) to a formatted .xlsx file with conditional formatting and summary stats.