Confirm ownership and intent
MIRENA checks the current query, page role, cluster owner, and completion event.
Rewrite scope decision
MIRENA decides whether an asset needs a focused refresh, structural rewrite, merge, redirect, or hold.
The decision is not based on age or traffic alone. MIRENA checks purpose, intent, ownership, answer quality, structure, entity coverage, proof, internal links, result set change, useful difference, technical state, and business value before setting the scope.
RefreshStable job, limited failuresRepair the changed or weak blocks
Full rewriteStructure no longer worksRebuild purpose, sequence, support, proof, and routes
Other actionsMerge, redirect, leave, or holdNot every asset should be rewritten
OutputScope handoffDecision, reason, actions, evidence, owner, and QA
Central distinction
Refresh vs Full Rewrite
The decision is not based on age or traffic alone. MIRENA checks purpose, intent, ownership, answer quality, structure, entity coverage, proof, internal links, result set change, useful difference, technical state, and business value before setting the scope.
A refresh fixes a stable asset. A full rewrite rebuilds an asset whose purpose, structure, or ownership no longer holds.
MIRENA process
The internal workflow turns evidence into an approved handoff.
Review evidence and change
Result patterns, internal overlap, search, analytics, crawl, links, behavior, and business needs are compared.
Diagnose structural severity
The opening, headings, entities, proof, routes, formats, and action path receive a failure review.
Choose the scope
MIRENA selects section repair, refresh, full rewrite, merge, redirect, leave, or hold.
Build the action plan
Every block receives keep, move, combine, remove, expand, or rewrite direction.
Create the handoff
The plan records evidence, reason, owner, priority, dependencies, internal link changes, and QA.
Operating model
Scope decisions
Rewriting is one possible outcome, not the default.
Fix the answer, proof, format, link, or next step without reopening the whole asset.
Update stale inputs, examples, proof, links, and selected sections.
Rebuild the opening, sequence, entities, proof, routes, and action path.
Choose one owner and combine the useful material.
Move users and signals to the approved owner.
Avoid unnecessary change.
Do not edit until the planning decision is approved.
Use only after ownership, routes, and business impact are reviewed.
Illustrative record
Illustrative triage
Three assets can show different weakness levels even when all are old.
Example output
- Asset AStable intent, outdated examples, and two broken links: focused refresh.
- Asset BMixed intent, buried answer, weak proof, and no next route: full rewrite.
- Asset CDuplicates a stronger asset and has no distinct need: merge and redirect.
- Asset DUseful but no current evidence supports a change: leave and monitor.
- Asset EOwnership is disputed across clusters: hold until the map is approved.
Related routes
Move the approved finding into the smallest useful next workflow.
Rewrite Prioritization
Choose which assets deserve attention first.
Review the routeDrafting and Rewriting
See the full structural repair workflow.
Review the routeRewrite Checklist
Review the asset before and after repair.
Review the routeInternal Links for Refresh Projects
Repair route drift during updates.
Review the routeQuestions
Refresh vs Full Rewrite questions.
What is the difference between a refresh and a full rewrite?
A refresh repairs a stable asset with limited failures. A full rewrite rebuilds an asset whose purpose, intent, structure, proof, or routes no longer work.
Does an old asset always need a rewrite?
No. It may need a focused refresh, section repair, merge, redirect, monitoring, or no change.
What signals support the decision?
MIRENA can use source context, result set change, search, analytics, crawl, internal links, behavior, proof, overlap, and business priority.
Can a high traffic asset need a full rewrite?
Yes, when the page role, intent, claims, structure, or user route is materially wrong. The risk and rollout need careful review.
What does MIRENA return?
MIRENA returns the scope decision, diagnosis, passage actions, evidence needs, link changes, owner, priority, approval state, and QA handoff.
Next route
Give MIRENA the source context and evidence. Receive the controlled output or handoff.
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.
MIRENA output requires factual, editorial, legal, technical, and business review before publication or client delivery.