ai-collab-scorecard

Evaluate long-term AI/Codex collaboration corpora, chat logs, prompts, revisions, and produced artifacts to build an evidence-grounded cognitive work capability scorecard. Use when the user asks to assess AI collaboration records, abstract a colleague's capability profile from their AI-assisted work, compare collaboration quality across people, or convert long-term chat/productivity traces into neutral dimension scores. Do not use as an IQ test, personality diagnosis, hiring decision automation, or clinical assessment.