Rewrite a prompt to score higher on the PQS rubric, AND show before/after
output comparisons so the user can see the impact. Returns the optimized
prompt, the original PQS score, the optimized PQS score, and side-by-side
sample outputs from a frontier model using both versions.
USE WHEN:
- The user got a low score from score_prompt and asks how to improve.
- The user explicitly asks to "improve" / "rewrite" / "fix" / "optimize" a
prompt they pasted.
- The user is dissatisfied with output quality from a previous prompt and
asks how to get better results.
- score_prompt returned a suggestion to invoke this tool.
DO NOT USE WHEN:
- The user just asked for a score (use score_prompt only — don't double up).
- The user wants you to write a new prompt from scratch (write it directly).
REQUIRES: A PQS API key from a Pro subscription ($19.99/month, 1,000 calls/mo,
includes batch + A/B comparison). If the user has not provided one, the tool
returns a clear subscription URL — pass that response to the user verbatim.
Do not invent or guess API keys. There is no free trial of this tool; the
user must subscribe before the first call.
COST: Counted against your Pro subscription's monthly call quota.
LATENCY: ~6-8 seconds.
Connector