Version prompts behind a configurable quality gate.

Name: PROMPT-ENGINEER — Autonomous Prompt-Evolution Engine
Brand: Flux Growth Agency
SKU: prompt-engineer
Availability: InStock

flux@store: ~/run

$ prompt-engineer --run

✓ submit a prompt candidate

✓ score six configured dimensions

✓ scan configured anti-patterns

› reject or version with lineage

done — output ready ▍

How it works

Submit a prompt candidate

Score six configured dimensions

Scan configured anti-patterns

Reject or version with lineage

Why it beats the alternative

This product

Editing the active prompt in place

Gate

Configurable six-dimension floor

Reviewer impression

Patterns

Named anti-pattern scan

Ad hoc feedback

History

Version and genealogy

Previous text is overwritten

Boundary

Configured rubric only

Passing does not prove real-task improvement

How it actually works

Exactly what it does — and when.

1Score a candidate against six configured dimensions

2Flag configured prompt anti-patterns

3Version accepted candidates with parent–child lineage

In practice · A generated prompt revision faces a local gate

A candidate adds more instructions to a reviewer prompt. The engine scores it, flags an obesity pattern, and rejects it below the configured floor. The maintainer revises the candidate and evaluates real task behavior separately before changing any live prompt.

Use it to…

Score a prompt candidate

Apply the six configured dimensions and inspect every component before acceptance.

Reject a weak revision

Keep a candidate below the quality floor out of the active prompt history.

Trace prompt lineage

Follow parent and child versions when reviewing how an instruction evolved.

The shift it creates

Without it

Generated prompt edits replace the active version immediately
Quality criteria stay implicit
A prompt's history is lost

→

With it

Reject candidates below a floor you configure
Flag comfort-zone, grandiosity, obesity, and self-congratulation patterns
Keep version and parent–child history for accepted prompts

What's inside

6-dimension quality rubric with a HARD floor gate (sub-floor = rejected)

Anti-pattern scan: comfort-zone, grandiosity, obesity, self-congratulation

Auto-versioning + parent → child genealogy

Surfaces the next prompt by quality × recency

Fully configurable · Free · zero-dep Node · MIT source

Who it's for

Prompt maintainers

need explicit criteria before accepting a generated revision

Agent-platform developers

want prompt lineage and configurable gates

Reviewers

need to inspect why a candidate passed or failed

Questions, answered

✓ Free · no email✓ Yours to own✓ Use on every project✓ Built to ship results