A serious reference for the people who use AI at work.
Loddle is a small, deliberate library of profession-specific AI prompts for lawyers, architects, healthcare administrators, and contractors. It exists because the generic AI prompt market does not — and probably cannot — clear the bar that regulated professional work requires.
The bar for regulated work is higher than the prompt market clears.
Most AI prompt sites publish whatever sounds plausible. They sort by likes, hide their methodology, ship the same prompt to a lawyer drafting a deposition and a marketer drafting a tweet. For regulated work, this fails on contact — a single fabricated case citation, a single imagined contract clause, a single HIPAA-improper email and the prompt is worse than no prompt at all.
The professionals Loddle serves know this. They are time-poor, skeptical, and personally liable for the output of their tools. They will not adopt a prompt they cannot evaluate. So Loddle was built around evaluation, not around marketing.
Every prompt in the library is generated and verified on a production model (Claude), structured to a published schema, carefully engineered with profession-specific constraints, and given disclaimer language calibrated to the professional stakes involved. If a prompt does not pass all four, it is not in the library. The library stays small because nothing ships until it clears every gate.
The shape of Loddle is downstream of that bar. It is editorial — like a respected industry reference — not algorithmic. There are no ratings, no open submission queue, no community-content tier. It is a curated library with a documented methodology, maintained by the Loddle Editorial Team. If you would not trust the work of a researcher who cites their sources, you should not trust this library's either — but the sources are published, right on the page.
Nothing ships until it clears every gate. The library stays small on purpose.The Loddle Editorial Team
The only thing that gets a prompt into the library is whether it passes the bar.
There is no open submission queue and no community-content tier. Every prompt is curated one at a time, generated and verified on Claude, and held to the same four quality gates before it ships. The library stays small on purpose.
What gets published alongside each prompt is a record. Each carries a transparency badge — the model used, the generation date, the confidence tier — so what you read reflects exactly how the sample was generated, not a marketing description of it.
The Loddle Editorial Team.
Loddle is a curated reference of profession-specific AI prompts. It started from frustration with generic prompt sites that ship whatever sounds plausible: no methodology, no schema, no way to evaluate a prompt before trusting it with real client, patient, or project work. The Loddle Editorial Team curates the library to clear a higher bar than that, one prompt at a time.
Want to know more before you decide?
Read the methodology, open a sample prompt, browse the library. It's all free to read.