How MIRENA scores rewrite depth | Semantec SEO

Rewrite depth decision

How MIRENA scores rewrite depth

Rewrite scoring rates the depth of repair needed across intent fit, answer clarity, structure, entity support, information gain, internal links, result format, and conversion path.

MIRENA applies the scoring model internally. A low issue total may lead to small edits, while a high total can require a full rewrite or rebuild from a new brief. The score always returns tasks, not a number alone.

1 master prompt5 internal stages6 acceptance checksOne owned handoff
Use whenA prioritized URL needs a repair depth.Choose the smallest repair that fits.
First gateConfirm scoring contextSource context and page role come first.
Primary outputEight area issue scoreEvery change carries a reason.
Stop ruleDo not score style alone.Blocked items stay visible.

When MIRENA uses the workflow

Start from the visible failure, not from a generic rewrite request.

  • A prioritized URL needs a repair depth.
  • The team needs a shared page diagnosis.
  • Several weaknesses require different tasks.
  • A page may need a new brief rather than direct editing.

Internal MIRENA workflow

Five stages move the asset from evidence to an owned handoff.

Confirm scoring context

Check page role, query, audit evidence, and ownership.

Score eight areas

Rate intent, answer, structure, entities, gain, links, result format, and conversion path.

Choose repair depth

Map the total to tiny edits, light refresh, focused rewrite, full rewrite, or new brief.

Map the highest weaknesses

Turn each high issue area into a named task.

Create the handoff

Return the score, reasons, tasks, missing inputs, owner, and next route.

Acceptance checks

MIRENA checks the repair against the page job, not polish alone.

Intent fit

Does the page do the right job?

Answer clarity

Does it answer fast enough?

Structure

Do headings and blocks form a clear path?

Entity support

Are the main and support concepts developed?

Information gain

Does the page add supported value?

Links and path

Does the asset connect and move the reader?

Page master prompt

One master prompt runs intake, diagnosis, repair planning, execution, review, and handoff.

Copy the master prompt into MIRENA. The workflow runs in order and stops when a required gate fails.

01Full workflow

Rewrite Scoring for SEO Master Prompt

Runs scope, diagnosis, repair planning, execution, review, and handoff in one gated MIRENA workflow.

Copy master prompt
Short commandRun Rewrite Scoring for SEO Master Prompt for [page, draft, block, files, or URL].
Open the full master prompt, stage controls, guardrails, and routes
Full master prompt
Workflow stages
  • Confirm scoring context
  • Score eight areas
  • Choose repair depth
  • Map the highest weaknesses
  • Create the handoff
Diagnostic focus
  • page role
  • intent
  • answer
  • structure
  • entity support
  • gain links formats conversion
Repair focus
  • category scores
  • total
  • rewrite class
  • highest weakness
  • task list
  • next route
Acceptance checks
  • Intent fit
  • Answer clarity
  • Structure
  • Entity support
  • Information gain
  • Links and path
Guardrails
  • Do not treat the total as useful unless every high score becomes a named repair task.
  • Do not widen the topic beyond the approved page job.
  • Do not invent facts, proof, results, user evidence, source material, or internal URLs.
  • Keep assumptions, confidence, missing evidence, and human review needs visible.
  • Do not create final schema until the visible draft has human approval.
Possible routes
  • Rewrite Briefs
  • Drafting and Rewriting
  • Content Briefs
  • Topical Maps and Planning

MIRENA handoff

The workflow ends with owned changes, unresolved items, and the next route.

01

Eight area issue score

MIRENA records the source, approval state, owner, blocker, and next route.

02

Total repair class

MIRENA records the source, approval state, owner, blocker, and next route.

03

Top failed categories

MIRENA records the source, approval state, owner, blocker, and next route.

04

Task mapping

MIRENA records the source, approval state, owner, blocker, and next route.

05

Next brief or rewrite route

MIRENA records the source, approval state, owner, blocker, and next route.

Questions

Rewrite Scoring for SEO questions.

Does the visitor score the page manually?

No. MIRENA applies the scoring model to the supplied page and evidence.

What are the eight areas?

Intent fit, answer clarity, structure, entity support, information gain, internal links, result format, and conversion path.

What does a high issue score mean?

It points to deeper work, such as a full rewrite or rebuild from a new brief.

What does MIRENA return?

MIRENA returns the category scores, total, repair class, highest weaknesses, tasks, missing inputs, and next route.

Next route

Give MIRENA the asset, evidence, and repair boundary.

MIRENA applies the selected prompt, keeps unresolved proof and approval needs visible, and routes the result into review, approval, or the next workflow.

Founder access is €20 per 30 days excluding VAT for one seat and one active MIRENA instance. OpenAI account rules and usage limits remain separate.