analyze

Query knowledge graph entities, relationships, and employment histories read-only.

Updated Apr 3, 2026
One-click install
npx skills add https://github.com/i-richardwang/Dossier --skill analyze-i-richardwang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/i-richardwang/Dossier/tree/main/.claude/skills/analyze
Command: npx skills add https://github.com/i-richardwang/Dossier --skill analyze-i-richardwang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Knowledge graphs often contain complex relationships and evolving organizational changes. This skill enables researchers and analysts to interpret, navigate, and reason over graph data through guided prompts.

Core Features & Use Cases

  • Read-only querying for entities, relationships, employment histories, and observations.
  • Flexible listing and relationship exploration (list, list-rels, list-employment, list-observations) to build context and answer questions.
  • Uncertainty and data-gap surfacing to guide further research and validation.

Quick Start

Analyze the current project context and answer the top questions about entities, relationships, and organizational changes.

Frequently Asked Questions about analyze

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

FAQPage Schema
How do I analyze a knowledge graph to answer questions about organizational changes?

You can analyze a knowledge graph by running read-only queries to explore entities, relationships, and employment histories. This approach surfaces organizational changes and contextual data without mutating the underlying graph.

What is the best way to map entity relationships in a knowledge graph for interactive analysis?

Mapping entity relationships involves using dedicated listing and exploration commands to traverse connections. This interactive analysis method helps you build context and clearly surfaces uncertainties or data gaps for further validation.

How do I search observations and sources within knowledge graph data?

Searching observations and sources within knowledge graph data is done through specific query commands that list and search recorded observations. This allows you to trace data lineage and review contextual notes attached to entities.

Can I perform interactive analysis on a knowledge graph without modifying the underlying data?

Yes, interactive analysis can be performed in a strictly read-only mode. This ensures you can explore entities, map relations, and spot inconsistencies without executing any commands that mutate or compromise the original graph data.

How do I identify data gaps and inconsistencies in knowledge graph relationships?

Identifying data gaps and inconsistencies requires querying employment histories and relationships to surface uncertainties. The analysis process actively highlights missing information, guiding your research and validation efforts.