lumi-research-survey

Generate grounded survey narratives from wiki sources and graph edges.

36|16|Updated May 1, 2026

Search Tags:#citation #knowledge synthesis #survey #summary generation #research gaps #grounded writing #wiki graph

Ready to run

npx skills add https://github.com/tronghieu/lumina-wiki --skill lumi-research-survey

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: lumi-research-survey
Source: https://github.com/tronghieu/lumina-wiki/tree/main/src/skills/packs/research/survey
Command: npx skills add https://github.com/tronghieu/lumina-wiki --skill lumi-research-survey

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you convert existing wiki sources and graph connections into a coherent, survey-style narrative with clearly stated coverage and gaps.

Core Features & Use Cases

Grounded survey synthesis: Builds a survey narrative only from relevant wiki pages and their graph edges.
Gap and disagreement reporting: Explicitly documents missing coverage and unresolved disagreements instead of guessing.
Optional saving & indexing: Writes a summary page to the wiki only when you request to save, then runs lint and logs the saved survey.

Quick Start

Ask the assistant to generate a grounded survey from your current wiki topic, and save it only if it you confirm you want it stored.

Frequently Asked Questions about lumi-research-survey

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

FAQPage Schema

How do I generate a literature review survey from existing wiki pages?▼

To generate a literature review survey from existing wiki pages, request a grounded survey narrative for your specified topic scope. The system synthesizes relevant wiki sources, concepts, and graph edges into a coherent summary without inventing new coverage.

What is grounded writing and how does it handle research gaps in a knowledge synthesis?▼

Grounded writing builds a survey narrative strictly from existing wiki sources and graph connections. It explicitly documents missing coverage and unresolved disagreements as research gaps instead of guessing or fabricating information.

Can I save a generated survey summary page directly to my wiki workspace?▼

Yes, you can save a generated survey summary page to your wiki workspace. The system writes the page with valid frontmatter and citations only when you explicitly request to save it, then runs lint and logs the saved survey.

Does the survey generation tool require specific wiki graph structures to function?▼

The survey generation requires read-only access to existing wiki entity and edge lookups via provided scripts. It relies on established graph edges and source pages to produce a grounded survey narrative for a specified topic scope.

What are the limitations when using wiki graph edges for knowledge synthesis?▼

A key limitation is that this approach cannot invent new coverage; it is constrained to existing wiki sources and connections. If the wiki lacks sufficient data or graph edges for a topic, the resulting survey will explicitly report those missing areas as gaps.