paperlab-chapter-health-dashboard - SKILL.md Agent Skill

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.