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AI Collaboration Analyzer Download

A skill that reconstructs how you actually wrote something with AI, then turns the transcript into two visual one-pagers. One is a candid self-audit. The other is a transparency report you can share. It is free to install.

Download the skill .skill file · ~13 KB · works in Claude
A one-page collaboration analysis: stat tiles, a turn-by-turn timeline, and two donut charts showing share by type of move and division of labor.

The point is not the metrics

A flat tally of turns tells you nothing. What makes the analysis worth reading is the evaluative spine: it measures your actual process against a research-grounded bar for healthy AI collaboration, then judges it honestly, including pushing back on its own conclusions. The numbers serve the story; they are not the story.

The question it answers is the one that should worry anyone using AI to write: did I do the thinking, or did the tool do it for me? The analysis makes that visible instead of leaving it to a vague feeling.

I ran this on my own work and wrote up what the transcript showed. Read it on Substack →

It produces two one-pagers

For you

Personal analysis

The full read. Cognitive-protection scoring, the qualitative story of how the piece came together, an honest critique, and the charts. The candid self-audit you would not necessarily show anyone.

For sharing

Team transparency one-pager

Bare bones and safe to share with an editor, a collaborator, or your readers. Turns, division of labor, tools used, and one concrete rigor proof-point. Omits the introspection.

How to use it

  1. Download the .skill file above.
  2. Install it in Claude, in Settings, under Capabilities.
  3. Finish a piece of writing you made with AI, then ask Claude to analyze how you wrote it.
  4. It reads the transcript, classifies every turn, and generates both one-pagers as HTML.

The scoring rubric is editable, so you can hold your own work to your own bar. The thumbnail above is a real output from this skill, an analysis of a Substack piece I wrote.