collab-proof
Use when you want to understand what Claude contributed vs what you drove in a session. Triggers on: /collab-proof, session retrospective, ai contribution analysis, collaboration evidence, what did claude do.
- Skills
- General
- 5
What it does and how to use it
A skill that teaches Claude Code to do general tasks well. It is packaged knowledge the model uses whenever it is relevant.
- Install the skill (command above).
- In Claude Code, describe what you need - the skill turns on by itself when the context fits.
- No commands to memorize: you talk in plain language and the skill does the rest.
Install (Claude Code)
mkdir -p .claude/skills/alirezarezvani-claude-skills__collab-proof && curl -fsSL https://doutorai.pt/data/lib/skills__alirezarezvani-claude-skills__collab-proof.md -o .claude/skills/alirezarezvani-claude-skills__collab-proof/SKILL.mdPaste this command into the terminal, in your project folder, and the component installs automatically.
Content
---
name: "collab-proof"
description: "Use when you want to understand what Claude contributed vs what you drove in a session. Triggers on: /collab-proof, session retrospective, ai contribution analysis, collaboration evidence, what did claude do."
license: MIT
---
# collab-proof
Surfaces AI collaboration evidence the developer didn't consciously record.
Vela 3-layer pipeline × ADHD 4-frame reasoning - prompt-native, zero dependencies.
---
## Layer 01 - Signal detection
Run `git log --oneline -10` and `git diff --stat HEAD~3..HEAD` first.
Classify signal level using this rubric (pick the
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