Skip to content
Agentmart
Submit a tool

review-paper

Use when writing a literature review article (narrative, scoping PRISMA-ScR or systematic).

Skill by Aperivue

IndexedMIT★ 349
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/aperivue-review-paper

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Use when writing a literature review article (narrative, scoping PRISMA-ScR or systematic). Scaffolds a 7-part skeleton with a scope and non-overlap statement, summary-table stubs and reporting-guideline wiring, without inventing citations. Original research is /write-paper.

Use cases: writing, research

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/review-paper

What's inside

Skill name
review-paper
Description
Use when writing a literature review article (narrative, scoping PRISMA-ScR or systematic). Scaffolds a 7-part skeleton with a scope and non-overlap statement, summary-table stubs and reporting-guideline wiring, without inventing citations. Original research is /write-paper.
License
MIT
Metadata
triggers: review article, scoping review, narrative review, literature review, PRISMA-ScR, write a review
Instructions
89 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (5)

  • SKILL.md
  • macro_skeleton.md · references/
  • skill.yml
  • check_skeleton.py · tests/
  • test_macro_skeleton.sh · tests/

SKILL.md (first lines)

# Review-Paper Skill

The review-article counterpart to `write-paper` (original research). For *reviewing* someone
else's review article, use `/peer-review` or `/self-review` (the RV1-RV9 probes) instead.

## Step 0 — Format + spine axis (the structure-determining choice)

1. Confirm **format** with the user: narrative (SANRA) | scoping (PRISMA-ScR + JBI) |
   systematic (PRISMA 2020). This decides the reporting guideline and the registration path.
2. Choose the **spine axis** — the single most consequential decision: organize the body by
   **modality** (e.g. 2D → 3D), by **task** (generation / QA / deployment), or by
   **lifecycle stage**. Every body section then follows this one axis; mixing axes is the
   most common structural failure.
3. Require a **scope statement + non-overlap boundary** against prior/adjacent reviews — this
   pre-empts the reviewer's first question, "why another review on this?" (user-approval
   checkpoint: confirm the boundary with the user before scaffolding).

## Step 1 — Scaffold the macro skeleton for the format

Load `${CLAUDE_SKILL_DIR}/references/macro_skeleton.md` and write the section for the chosen
format to `manuscript.md` in the manuscript directory, with the summary-table stubs (Step 2) and
that section's figure/table legend plan. The structure depends on the format:

- **Narrative** — the 7-part skeleton below.
- **Scoping / systematic** — IMRaD with one Methods and one Results slot per PRISMA-ScR or
  PRISMA 2020 item (the reference lists them by item number). Do not use the 7-part skeleton
  for these: it has no place for eligibility criteria, search, selection, charting/extraction,
  risk of bias or synthesis methods, nor for study-selection results. The thematic body by
  spine axis goes inside Results → synthesis; frontiers and the evaluation-metrics critique go
  inside Discussion.

The narrative 7-part skeleton:

1. **Abstract** — a 4-5 move version (structured for scoping/systematic).
2. **Introduction** — clinical motivation → technology → **scope + non-overlap block
   (required field, all formats)** → "this review…".
3. **Background / technical principles** — tight; cite once, do not re-survey the field.
4. **Thematic body by spine axis** — each section ends with a **summary table** (stub
   generated to match the type, Step 2).
5. **Frontiers / what is advancing.**
6. **Challenges / discussion** — include an **evaluation-metrics critique subsection** (a
   required quality signal: how the field measures itself, and where those metrics mislead).
7. **Conclusion** — measured. A scoping review maps the evidence; it issues no
   recommendation-grade language or clinical recommendations.

Every citekey must resolve to the project's verified `_src/refs.bib` (produced by `/search-lit` →
`/lit-sync` → `/verify-refs`). If a claim needs a reference not yet in the library, leave a
`[@NEW:short-topic]` placeholder and route it to `/search-lit`; never fabricate a DOI, author,
year, or citekey.

## Step 2 — Summary-table stub (matched to type)

- Narrative / scoping: `study | year | [spine-axis value] | method | key finding`.
- Systematic: PRISMA flow + a study-characteristics table + an extraction table.

The stub ships with column headers and one placeholder row. Cells (study, year, metric, finding)
are filled only from sources the user supplies or that are verified; an unknown cell stays a
placeholder.

## Step 3 — Reporting + registration wiring

- **Scoping** → PRISMA-ScR (+ JBI charting) + OSF registration.
- **Narrative** → SANRA (a 6-item appraisal aid, not a reporting checklist — do not
  over-enforce it).
- **Systematic** → PRISMA 2020 (+ PROSPERO registration).
- If `/check-reporting` does not carry the chosen checklist (it bundles PRISMA-ScR and PRISMA
  2020, not SANRA), track a manual gap table and flag it for the user rather than silently
  skipping the item.

## Step 4 — QC hand-off

Run the standard manuscript QC chain, which this skill is designed to feed:

1. `/self-review` — the RV1-RV9 narrative-review probes auto-activate for a review article.
2. `/check-reporting` — PRISMA-ScR or PRISMA 2020 (SANRA via the Step 3 manual table).
3. `/verify-refs` — every citation resolves; 0 FABRICATED / MISMATCH.
4. `/humanize` — AI-pattern density below threshold.
5. `/academic-aio` — discoverability pass (optional).

**Convergence gate** — the draft is not done until: self-review fatal = 0; verify-refs
FABRICATED/MISMATCH = 0; no `[@NEW:...]` placeholder citations remain; humanize density < 2.0.

## Guards

- Proportionate self-citation; declare an intellectual conflict of interest when an author
  has contributed to the area being reviewed.
- Write only inside the manuscript directory.

From Aperivue/medsci-skills, MIT.

More from Aperivue/medsci-skills

Compare and alternatives

    Featured in

    Signals

    Stars
    349
    Forks
    83
    Open issues
    4
    Last commit (this folder)
    Oct 2, 2026 (25 days ago)
    Last release
    Oct 4, 2026 (23 days ago)

    From GitHub (fetched Oct 24, 2026).

    Details

    License
    MIT
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026

    More from Aperivue

    Cite this page

    review-paper skill. Agent Mart. https://agentmart.dev/skills/aperivue-review-paper (last updated 2026-10-24)