Turn a raw first prompt into a clear business intent.

Run the browser-side classifier, isolate the normalized prompt intent, then inspect the enriched use case and category. The validation tab keeps the full benchmark set one click away.

Entity stripping Business intent only Use case + category
Inspection Flow Prompt -> SLM intent -> Usecase enrichment

Use the classifier for one prompt at a time, then move to the validation set to compare how the same pipeline behaves across the bundled examples.

Runtime Browser-side SLM
Review Mode Searchable rows
Target Business prompts
Output Intent, use case, category
Output

Structured reading of the prompt

The SLM returns the prompt intent. Then we enrich the same result with use case and category.

Prompt intent (SLM)
No result yet
Usecase
No result yet
Usecase category
No result yet
Classifier

Feed the opening prompt

Paste the exact first prompt you want to test. The classifier keeps the intent and strips wording that does not change the business use case.

No cache Ready
Cmd/Ctrl + Enter runs the classifier.

Normalization Rules

Business-first
  • Identifying details are anonymized before the prompt intent is surfaced.
  • Prompt-specific wording and extra context that do not change the use case are discarded.
  • The final output keeps only the prompt intent label.
  • If the prompt is personal instead of business-facing, the classifier returns Personal.