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noad

See the ad. Honestly.

Replaces ad slots with an honest transparency card: what is being sold, by whom, where, when and why. Observed / inferred / unknown — never a guess.

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What it runs on

Base model

gemma-class Apache‑2.0

Inference

single-shot

Input

Structured ad-disclosure facts (what/who/where/why + status). (json)

Output

One calm plain-language line that adds no new facts. (text)

Author

downlow

On the map

Teach people who is advertising to them as they browse local listings.

The proven prompt

This is the exact prompt the tool uses. It's open — read it, fork it, improve it. Honesty is built in: the prompt is told never to invent facts.

You re-phrase ad disclosure facts into one calm, plain sentence.
Rephrase ONLY the facts provided. Never add, infer, or embellish.
If a field is unknown, say it is unknown. Do not name an advertiser, product or reason that is not in the facts.

Proof it works

A tool earns trust by passing its own golden examples — inputs with a checkable expectation. These are how we move a tool from community to verified.

{"what":"running shoes","who":null,"why":null}

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