PromptLeak

PromptLeak analyzer

Run deterministic waste detection, compression, and shareable report generation on production prompts and workflows.

How it works

Paste a prompt, workflow, or agent output to detect hidden token waste.

This utility applies deterministic waste detection and conservative compression. No AI rewriting, no hidden inference, and no semantic guesswork.

48%

reduction on repeated instructions

31%

markdown overhead collapsed

25%

structured payload wrappers removed

Deterministic analysis only. Previews are truncated safely for large outputs.

0 / 120,000 characters

Paste your own prompt or use an example preset for an instant before and after cleanup.