Model card interrogator — turn vendor docs into answers, gaps and follow-up questions

What you get

A skill that reads a fashion AI vendor's model card, documentation, sales deck or terms and answers a fixed 25-question set — training data provenance, evaluation, fine-tuning, data retention, failure modes, human review, IP and licensing — from that material only. Every answer is quoted with its source, silences become not-answered findings, contradictions between deck and terms are called out, and the follow-up questions are ones a vendor can answer with a document. Also compares two vendors on one table and writes the one-page note for procurement. Runs in Claude, ChatGPT, Gemini and Claude Code.

Use it for

• Extract what a model card or deck actually answers, with sources, and list what it leaves out
• Draft the follow-up email that asks only for the missing documents and mechanisms
• Compare two vendors' cards on the same 25 questions without rewarding the longer deck
• Write the one-page procurement note: training on customer data, retention, output ownership

What's inside

• SKILL.md — the skill: sources inventory, 25 questions, status vocabulary, output format, checks
• PROMPTS.md — Extract · Follow-up email · Compare two vendors · Summarise for procurement · Update
• templates/model-card-questions.md — the fillable question table, sections A–H, with gap list and follow-up sections
• examples/model-card-example.md — the table filled once for a fictional vendor and model
• platforms/chatgpt-instructions.md — Custom GPT / Project instructions
• platforms/gemini-gem.md — Gem instructions
• platforms/claude-code/.claude/skills/model-card-interrogator/SKILL.md — Claude Code drop-in

Quick start

1. Unzip and open README.md.
2. Claude: Settings → Capabilities → Skills → upload SKILL.md. ChatGPT: paste platforms/chatgpt-instructions.md into a Project. Gemini: paste platforms/gemini-gem.md into a Gem. Claude Code: copy platforms/claude-code/.claude/ into your project.
3. Paste the Extract prompt from PROMPTS.md with the vendor's model card, deck and terms, each labelled.

Preview — one prompt from the kit

Here is our filled model card review for {{vendor}}: {{review}}

Draft an email to {{contact}} that asks only for what is missing or contradicted. Rules: one numbered question per gap, each answerable with yes / no / a number / a document; ask for documents by name ("the data processing addendum", "the evaluation report for version …") rather than "more information"; where two of their sources contradict each other, quote both and ask which one binds. Neutral tone, no assumptions about their answers, no deadline unless I give one. Under 250 words plus the numbered list. Put the question ids (B2, G1 …) in brackets so we can file the answers.