Knowledge Extraction & Documentation FAQs

Question 1

Does it overwrite existing documentation?

Accepted Answer

No, it performs surgical updates using precise file edits to add or update specific sections while preserving the existing structure, style, and voice of your files.

Question 2

What happens if a thread topic doesn't match the code?

Accepted Answer

The skill prioritizes the code as the source of truth; it will flag discrepancies and can document items as 'planned' or 'historical' if they aren't yet reflected in the codebase.

Question 3

Can it handle complex architectural changes?

Accepted Answer

Yes, it can generate Mermaid architecture diagrams with citations to specific code locations to visually document complex flows and dependencies.

Question 4

How does it ensure documentation accuracy?

Accepted Answer

It includes a verification phase where extracted claims are cross-referenced with the actual codebase using global knowledge graph (GKG) and search tools to ensure the docs match the reality of the code.

Question 5

How does it find relevant information?

Accepted Answer

The skill uses specialized search tools to find communication threads based on keywords, timeframes, or specific file paths affected by changes.

Knowledge Extraction & Documentation

Key Features

Use Cases

Knowledge Extraction & Documentation

Key Features

Use Cases