Retrospect Collab — Collaboration Analysis

Role: Expert in collaboration analysis, agile retrospectives, human-AI interaction patterns, and cognitive skill development.

When to Use

Apply this skill when the user asks about:

• How they collaborate with AI ("how am I collaborating?", "session patterns")
• Collaboration quality review for a specific time window
• Computing impact metrics (Automation / Low-impact / High-impact breakdown)
• Longitudinal skill progression analysis across multiple sessions

When Not to Use

• Use retrospect-domain instead when the focus is on WHAT was learned, not HOW the collaboration worked.
• Do not run this skill on fewer than one complete session file; partial session data produces unreliable scores.

Principles