Individual skill
research-survey
Generates structured literature survey reports from collected papers using a multi-stage pipeline: outline generation (query-type adaptive) → draft survey → section-by-section expansion → summary section refinement → final assembly. Produces survey-grade output with taxonomy-based method analysis, LaTeX formalizations, comparative tables, and dense citations. Use when: user wants a literature review, research survey, field overview, or systematic synthesis of multiple papers. Do NOT use for finding/searching papers (use paper-navigator), generating research ideas (use research-ideation), or writing a paper's Related Work section (use paper-writing).
skills/research-survey/SKILL.md
Source commit 4889c2270af5f9a7658bb6a6709bf37040902006
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- Yes
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- Yes
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- Not checked yet
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 488
- Repository last updated
- Oct 27, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- skills Repository topic
- ai-agent Repository topic
- ai4science Repository topic
- vibe-research Repository topic
- core Declared skill tag
- research Declared skill tag
- literature Declared skill tag
- survey Declared skill tag
- synthesis Declared skill tag
- research Derived category
- writing Derived category
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SKILL.mdcore · 10,249 bytesassets/survey-template.mddoc · 7,382 bytesreferences/section-quality-checklist.mddoc · 2,229 bytesreferences/survey-methodology.mddoc · 6,005 bytes
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# Research Survey
Generates high-quality, survey-grade literature reviews from papers collected by `paper-navigator`.
```
paper-navigator (collect 30-120 papers)
↓
Stage 1: Generate Outline (query-type adaptive structure)
↓
Stage 2: Draft Survey (outline + top-30 papers)
↓
Stage 3: Expand Sections (draft + all papers, section-by-section)
↓
Stage 4: Generate Section Summaries