| name | literature-review-workflow |
| description | Plan and execute literature reviews: scope a topic, build and screen paper corpora, classify methods, extract evidence matrices, audit claims/citations, and prepare review deliverables. Use when the user asks to survey papers, write a literature review, compare methods, maintain paper-by-paper review notes, prepare review decks, choose a research direction from papers, or repair Zotero review PDF attachments for stored-file sync. |
Literature Review Workflow
Trigger note: Use when the user asks to do a literature review, survey papers,
compare methods, build a reading list, maintain review notes, or update a
review deck. Examples include 做个文献综述, survey recent papers on force control, compare methods in this area, literature review, 帮我调研一下这个方向,
Purpose
Use this skill for end-to-end literature review workflows: paper discovery,
screening, taxonomy design, evidence extraction, claim/citation audit, and
review deliverable preparation. Route final visual QA and slide authoring to the
narrower owner skills when those deliverables are in scope.
Keep this SKILL.md as a concise routing and execution entrypoint. Do not load
long examples, command catalogs, detailed checklists, or edge-case policy until
the current task needs them.
Workflow
- Confirm the user request matches this skill's frontmatter description.
- Bind the concrete target: source file, artifact, repo, device, document,
dataset, or user-facing deliverable.
- Use the smallest relevant workflow from this entrypoint first.
- Before corpus construction, source screening, taxonomy updates, evidence
matrix edits, Zotero review attachment repair, or final deliverable handoff,
read
references/entrypoint-details.md.
- Preserve local owner boundaries: route to a narrower skill or repo-specific
workflow when the detailed reference indicates a more specific owner.
Detailed Reference
Read references/entrypoint-details.md for:
- Overview
- Trigger Conditions
- Canonical Workflow
- User-Specific Review Rules
- Bundled Resources
- Quick Start
- Guardrails
- Validation And Checkpoints
Validation
- Use the skill-specific validation or acceptance checks from the detailed
reference before declaring completion.
- When editing this skill, run
quick_validate.py on the skill directory and
verify all referenced files still exist.
