/survey

Generate citation-verified Related Work sections in LaTeX or Markdown from wiki research notes.

Updated May 23, 2026
One-click install
npx skills add https://github.com/duany049/multi-skill-orchestration --skill survey-duany049
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: /survey
Source: https://github.com/duany049/multi-skill-orchestration/tree/main/.claude/skills/survey
Command: npx skills add https://github.com/duany049/multi-skill-orchestration --skill survey-duany049

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns existing wiki research notes into a coherent, citation-verified Related Work section that matches academic writing conventions and outputs directly usable LaTeX or Markdown.

Core Features & Use Cases

  • Theme-based Related Work writing: Groups papers by research direction (not paper-by-paper) and adds required positioning sentences to connect each group to the user’s work.
  • Wiki-grounded citations with verification discipline: Produces citations following the project’s citation-verification rules while restricting citations to papers that already exist in wiki/papers/.
  • LaTeX or Markdown outputs with archival + traceability: Generates the Related Work body for immediate copy-paste, archives it under wiki/outputs/, and records derived-from graph edges to cited papers.

Quick Start

Use the /survey skill with the query "parameter-efficient fine-tuning for LLMs" and request LaTeX output for up to 30 cited papers.

Frequently Asked Questions about /survey

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a related work section for an academic paper?

To write a related work section, group prior research by thematic direction rather than listing papers individually, adding positioning sentences to connect each group to your research. This Skill generates publication-ready academic narratives with verified citations from existing wiki knowledge.

Can I generate LaTeX related work sections directly from markdown research notes?

Yes, you can generate LaTeX related work sections directly from markdown wiki notes. The Skill transforms wiki knowledge from wiki/papers and wiki/concepts into thematic groups, outputting publication-ready LaTeX or Markdown text for immediate copy-paste into your document.

How does citation verification work for academic writing drafts?

Citation verification for academic writing drafts restricts references to papers that already exist in wiki/papers/ and applies shared citation-verification rules. The Skill archives outputs under wiki/outputs/ and records derived-from graph edges to cited papers for full traceability.

Do I need existing wiki papers to generate a thematic related work survey?

Yes, generating a thematic related work survey requires reading from wiki/papers, wiki/concepts, and wiki/topics. The Skill limits citations to existing wiki papers to ensure citation-verified references and accurate derived-from graph edges for your research question description.

What is the best way to organize related literature by research direction?

The best way to organize related literature by research direction is idea-slug-based thematic organization. This Skill groups papers by research direction, adds positioning sentences to connect each group to your work, and drives Related Work extraction from PAPER_PLAN.md for both LaTeX and Markdown targets.

What are the limitations of using wiki knowledge for paper drafting?

A key limitation of using wiki knowledge for paper drafting is that citations are restricted to papers already existing in wiki/papers/. You cannot cite external papers outside the wiki knowledge base, ensuring all references pass citation verification but requiring pre-populated wiki research notes.