/survey

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

Updated May 23, 2026

Search Tags:#markdown #related work #academic writing #citation verification #latex #paper drafting #wiki research

Ready to run

npx skills add https://github.com/duany049/multi-skill-orchestration --skill survey-duany049

💬 Prompt for ChatGPT / Claude Chat▼

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.