| name | paperlab_chapter_health_dashboard |
| description | Aggregate PaperLab audit outputs into chapter readiness scores and a release
dashboard. Use when deciding which chapters are ready, need minor revision,
need major revision, or block a release.
|
PaperLab Chapter Health Dashboard
When to Use
USE WHEN: a book has multiple audit outputs and authors need a prioritized fix
queue before release.
Pair with:
paperlab_book_typesetting_release for render gates,paperlab_scientific_traceability_audit for evidence gates,paperlab_learning_objective_matrix for teaching gates.
Score Dimensions
| Dimension | Inputs |
|---|
| structure | book-check, chapter front matter |
| evidence | evidence report, figure dossier |
| learning | objective matrix, exercise audit |
| technical | equation, API, standards audits |
| computation | notebook verification and regression status |
| figures | style and accessibility audit |
| prose | readability and conciseness audits |
Release Classes
ready: no blockers, only optional polish.minor-revision: small edits needed, no release blocker.major-revision: meaningful content or evidence gaps.blocked: render, evidence, API, notebook, or standards issue prevents release.
Output Pattern
| Chapter | Status | Confidence | Main Blocker | Next Fix |
|---------|--------|------------|--------------|----------|
| Ch10 | minor-revision | high | weak exercise coverage | Add one TEG sensitivity exercise |
Safety Rules
- Show missing audit data as confidence loss, not hidden failure.
- Do not average away blockers.
- Keep next fixes concrete and owned by a suitable agent.
