Agent skill

Literature Review

by mohitagw15856 in mohitagw15856/pm-claude-skills

Structure and write a literature review for any research topic.

MITAuto-check passedResearch & Science

Install Literature Review

skills CLI
$ npx skills add mohitagw15856/pm-claude-skills --skill literature-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install mohitagw15856/pm-claude-skills literature-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/literature-review .claude/skills/literature-review && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
literature-review
GitHub stars
1.4k
Token cost
~980 tokens
SKILL.md length
459 words
Files
1
Skills in repo
1,348
Repo updated
First seen
Licence
MIT

At a glance

Structure and write a literature review for any research topic.

  • Works in 5 steps: Search Strategy Summary (for… → Literature Review Body → Synthesis Table (systematic/scoping… → …
  • Asked to write a literature review
  • SKILL.md covers Required Inputs, Output Structure, Critical Analysis Framework and Quality Checks, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Literature Review is an agent skill from mohitagw15856/pm-claude-skills. 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.

Its SKILL.md is about 980 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Literature review. The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.

When your agent uses it

  • Asked to write a literature review
  • Systematic review summary
  • Narrative review
  • Research background section

Example prompts

  • “/literature-review”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Search Strategy Summary (for systematic/scoping reviews)
  2. Literature Review Body
  3. Synthesis Table (systematic/scoping reviews)
  4. Gap Analysis
  5. Conclusion Paragraph

What it can do on your machine

Read from SKILL.md and the folder at commit 1cbf1f0. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Literature Review loads about 980 tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 459 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~980

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 459 words, ~980 tokens.

Download SKILL.mdSave it as .claude/skills/literature-review/SKILL.md (or your agent's skills folder).
name
literature-review
description
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.

Literature Review Skill

Structures and writes literature reviews — from background sections of a dissertation through to standalone narrative reviews for publication.

Not quite this? Use literature-review-builder when you are a student building an argued review from a reading list.

Required Inputs

  • Topic or research question
  • Type of review (narrative / systematic / scoping / integrative / background section)
  • Sources provided (paste references, abstracts, or key findings)
  • Word count target
  • Audience (academic journal / thesis / grant proposal / policy brief)
  • Time period to cover

Output Structure

1. Search Strategy Summary (for systematic/scoping reviews)

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

2. Literature Review Body

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]

3. Synthesis Table (systematic/scoping reviews)
Author, yearStudy designPopulationnKey findingsQuality/Limitations
4. Gap Analysis

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]

5. Conclusion Paragraph

[3-5 sentences. Current state of knowledge and what is needed next]

Show full SKILL.md (187 more words)Show less

Critical Analysis Framework

For each paper: internal validity, external validity, bias types, effect size significance vs clinical significance, funding conflicts.

Quality Checks

  • Organised thematically (not as individual paper summaries)
  • Evidence synthesised across papers (not summarised one by one)
  • Critical analysis of methodology included for key studies
  • Gaps identified — what the field still needs
  • All claims cited

Anti-Patterns

  • Do not summarise papers one by one — evidence must be synthesised thematically across multiple studies, not presented as a sequence of abstracts
  • Do not omit methodological critique — a literature review that only reports findings without assessing study quality is not a critical review
  • Do not organise by chronology when thematic organisation is possible — chronological reviews bury the conceptual structure of the field
  • Do not present contested findings as settled consensus — where evidence is mixed, name both sides and why the evidence diverges
  • Do not skip the gap analysis — identifying what the field still needs is a core deliverable, not an optional addition

Example Trigger Phrases

  • "Write a literature review on [topic]"
  • "Synthesise the evidence on [topic] from these papers: [paste]"
  • "Write the background section for my research proposal on [topic]"

© mohitagw15856, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/literature-review of mohitagw15856/pm-claude-skills.

Open the folder on GitHubat commit 1cbf1f0

Compare with similar skills

Literature Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Literature Review compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Literature Review this skillmohitagw15856/pm-claude-skills1.4k—~980Automated safety check: PassMIT
Nature Paper CardYuan1z0825/nature-skills47k2 repos~2.1kAutomated safety check: PassApache-2.0
Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Preprint Search on bioRxivLigphiDonk/Oh-my--paper73912 repos~3.7kAutomated safety check: PassMIT
Academic Paper Writing PipelineImbad0202/academic-research-skills51k—~16kAutomated safety check: PassCustom licence

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Questions about Literature Review

What does Literature Review do?

Structure and write a literature review for any research topic. Literature Review is an agent skill from mohitagw15856/pm-claude-skills. Structure and write a literature review for any research topic.

When should I use Literature Review?

Literature Review fits situations like: asked to write a literature review; systematic review summary; narrative review; research background section.

How do I install Literature Review in Claude Code?

Run `npx skills add mohitagw15856/pm-claude-skills --skill literature-review -a claude-code`. Or copy the skill folder (skills/literature-review in mohitagw15856/pm-claude-skills) into .claude/skills/literature-review in your project. Claude Code loads it when a task matches its description.

How do I install Literature Review in Codex?

Run `npx skills add mohitagw15856/pm-claude-skills --skill literature-review -a codex`. Or copy the skill folder (skills/literature-review in mohitagw15856/pm-claude-skills) into .agents/skills/literature-review in your project. Codex loads it when a task matches its description.

Can I use Literature Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mohitagw15856/pm-claude-skills --skill literature-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/literature-review, .gemini/skills/literature-review, .github/skills/literature-review and .opencode/skills/literature-review in your project.

What does Literature Review need to run?

SKILL.md names no scripts, command-line tools or credentials: Literature Review is instructions for the agent only.

Does Literature Review access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Literature Review safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Literature Review use?

Literature Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Literature Review use?

About 980 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Literature Review?

Skills that share tags, products or a category with Literature Review: Nature Paper Card (Yuan1z0825/nature-skills, 47k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars) and Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Literature Review?

mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,434 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 9, 2026.

Source: mohitagw15856/pm-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.