lumi-research-survey

Synthesize grounded survey narratives from existing wiki sources, concepts, and graph edges.

Updated Jun 3, 2026

Search Tags:#research #knowledge graph #citations #gap analysis #synthesis #wiki #survey

Ready to run

npx skills add https://github.com/MathematicGuy/team-006-vin20k --skill lumi-research-survey-mathematicguy

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: lumi-research-survey
Source: https://github.com/MathematicGuy/team-006-vin20k/tree/main/lumina-wiki/.agents/skills/lumi-research-survey
Command: npx skills add https://github.com/MathematicGuy/team-006-vin20k --skill lumi-research-survey-mathematicguy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It turns the knowledge already captured in a wiki (source pages, concept pages, and graph edges) into a coherent, cited survey narrative without inventing coverage, while explicitly reporting gaps and unresolved disagreements. ## Core Features & Use Cases - Grounded synthesis: Reads only relevant wiki pages and graph edges via the wiki CLI, then writes a survey with cited source references. - Gap reporting: Explicitly names gaps and disagreements instead of claiming coverage beyond the current wiki graph. - Optional persistence: When asked to save, writes a summary page with valid frontmatter, links covered pages, logs the action, and runs lint with fix so the index and graph checks stay current. - Use Case: Ask for a survey of everything the wiki knows about a research topic; receive a cited narrative plus a list of what the wiki does not yet cover. ## Quick Start Ask the agent to survey what the wiki currently knows about a specific topic and cite the supporting pages.

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 survey from an existing wiki knowledge base?▼

Identify the topic scope, read only the relevant source and concept pages plus their graph edges, then synthesize a narrative with cited references. The survey must include a section listing gaps or unresolved disagreements found in the wiki.

How do I query wiki entities and graph edges from the command line?▼

Use the wiki CLI script with commands like list-entities --type sources, list-entities --type concepts, read-meta <slug>, and read-edges <slug>. These return the pages and relationships used to ground the survey.

Can the survey skill add new sources or concepts to the wiki?▼

No. It only synthesizes what already exists and never creates new source or concept pages. Missing coverage is reported explicitly as a gap rather than filled with new content.

When is a survey page actually saved to the wiki?▼

A summary page is written only when the user explicitly asks to save the survey. The saved page needs valid summary frontmatter, links to covered pages, a log entry, and a lint run with fix so the index stays current.

What are the limitations of a wiki-graph-grounded survey?▼

It cannot claim coverage beyond the current wiki graph and does not read raw source files unless the user requests a gap audit. Topics with few ingested sources will produce thin surveys with large gap sections.