Prompt Genome Engine

Novel primitive — no other tool does this

Decompose. Score. Mutate. Evolve.

Every prompt is a genome. The Prompt Genome Engine breaks it into functional genes, scores each independently, and suggests targeted mutations backed by research.

Decompose

Break your prompt into 9 functional genes — Role, Task, Context, Taxonomy, Format, Examples, Reasoning, Constraints, Guardrails.

Score

Each gene is scored 1-5 independently. See exactly which region is strong and which is dragging your prompt down.

Mutate

Apply surgical, research-backed mutations to the weakest gene. Not a rewrite — a targeted fix with cited evidence.

Evolve

Track gene health over time. Your prompt becomes a living artifact that gets better with every iteration.

Example: What a genome looks like7 genes detected · 2 need improvement

Role4/5

Task5/5

Context3/5

Examples1/5

Format5/5

Reasoning4/5

Constraints2/5

Examples gene missing — add 2-3 boundary examples for +15-25% accuracy

Constraints gene weak — specify behavioral boundaries

Provider

API Key

Your key is sent directly to the provider. Never stored or logged.

Use Case

Prompt

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Decompose your prompt into functional genes — Role, Task, Context, Examples, and more. Score each independently. Mutate the weakest with research-backed techniques.