analyze-knowledge-gaps

Analyze Factory knowledge base gaps against the topic taxonomy.

Updated Aug 27, 2026

Search Tags:#CLI #blueprint #taxonomy #analyze #knowledge-base #gap-analysis #knowledge-gap

Ready to run

npx skills add https://github.com/gitwalter/cursor-agent-factory --skill analyze-knowledge-gaps

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analyze-knowledge-gaps
Source: https://github.com/gitwalter/cursor-agent-factory/tree/main/.cursor/skills/analyze-knowledge-gaps
Command: npx skills add https://github.com/gitwalter/cursor-agent-factory --skill analyze-knowledge-gaps

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes the Factory knowledge base to identify missing, shallow, or stale content and surfaces prioritized extension recommendations.

Core Features & Use Cases

Gap detection against topic taxonomy, including Missing, Shallow, Stale, Incomplete, and Cross-Reference gaps.
Generates prioritized knowledge-extension recommendations and actionable steps for blueprint health.
Provides CLI and Python API workflows to automate gap analysis during development and maintenance.

Quick Start

Run the analysis with the Factory CLI:

python cli/factory_cli.py --analyze-gaps

Analyze gaps scoped to a domain or blueprint:

python cli/factory_cli.py --analyze-gaps --gap-scope domain --gap-filter ai_development

Use the results to trigger knowledge extension with the extend-knowledge skill.

Frequently Asked Questions about analyze-knowledge-gaps

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

FAQPage Schema

How do I analyze my knowledge base for missing or stale content?▼

You can analyze knowledge base gaps by comparing content against a topic taxonomy to detect missing, shallow, stale, incomplete, and cross-reference gaps, producing prioritized recommendations with file paths for extension.

What types of knowledge gaps can be identified during blueprint development?▼

Knowledge gap analysis detects Missing, Shallow, Stale, Incomplete, and Cross-Reference gaps by evaluating the knowledge base against the topic taxonomy during blueprint development and maintenance.

How do I run a gap analysis scoped to a specific domain or blueprint?▼

Run the CLI gap analysis with a scoped parameter, using the analyze-gaps command alongside a gap-scope flag set to domain and a gap-filter targeting the specific domain to receive focused extension recommendations.

Can I use the gap analysis output to trigger automated knowledge extension?▼

Yes, gap analysis outputs prioritized CLI reports with specific file paths designed to trigger downstream knowledge extension workflows and directly guide blueprint health maintenance.

Does the knowledge gap analysis require external dependencies or components?▼

No, knowledge gap analysis requires no external dependencies or components, operating entirely through the Factory CLI and Python API workflows to analyze taxonomy coverage and produce recommendations.