Outline Budgeter (NO PROSE)
Purpose: prevent the most common survey failure mode: H3 explosion (too many tiny subsections) leading to a thin, outline-like PDF.
This skill rewrites outline/outline.yml into a paper-like budget:
- •Final ToC target: ~6–8 H2 sections (Intro / Related Work + 3–4 core chapters + Discussion + Conclusion)
- •H3 target: fewer, thicker subsections (per
draft_profile: survey<=10, deep<=12)
Important: Discussion/Conclusion are appended in C5 merge (global sections), so the outline itself should usually be <=6 H2.
Inputs
- •
outline/outline.yml - •Optional (helps make merges evidence-aware):
- •
queries.md(optional: if it setsdraft_profile, use it to choose the H3 budget) - •
outline/mapping.tsv - •
outline/coverage_report.md - •
GOAL.md
- •
Outputs
- •
outline/outline.yml(updated in place) - •
outline/OUTLINE_BUDGET_REPORT.md(bullets-only; what was merged and why)
Workflow (NO PROSE)
- •Read the outline and compute a simple budget snapshot:
- •If
queries.mdsetsdraft_profile(survey/deep), use it to decide the H3 budget target. - •H2 count (excluding Discussion/Conclusion, which are not in the outline)
- •Total H3 count
- •H3 count per H2 chapter
- •Decide a merge plan (structure-first, evidence-aware):
- •Prefer merging adjacent H3s that share similar axes/keywords.
- •Prefer merging H3s with weak mapping coverage (if
mapping.tsvexists). - •If
outline/coverage_report.mdexists (fromoutline-refiner), use it to identify weak-coverage or high-reuse subsections to merge. - •Use
GOAL.mdas the scope constraint: avoid merges that mix distinct research questions or scope boundaries. - •Prefer moving fine-grained distinctions into bullets/axes instead of creating new subsections.
- •Apply merges in
outline/outline.yml:
- •Merge titles into a clearer, thicker subsection title.
- •Merge bullets (dedupe templates; keep Stage A fields: Intent/RQ/Evidence needs/Expected cites).
- •Keep ids stable when possible.
- •If you must change ids, record it explicitly in the report and assume
mapping.tsvmust be regenerated.
- •If you must change ids, record it explicitly in the report and assume
- •Write
outline/OUTLINE_BUDGET_REPORT.md:
- •Before/after counts.
- •List of merges (old ids/titles -> new id/title).
- •Any risks (e.g., mapping reset required).
Quality checklist
- • No placeholders (
TODO/…/(placeholder)). - • Outline budget matches the paper-like target.
- • Each remaining H3 is thick enough to sustain evidence-first writing (its bullets mention concrete comparisons + eval anchors + failure modes).
Troubleshooting
Issue: merging makes a subsection too broad
Fix:
- •Keep one H3, but split its bullets into explicit comparison axes and required evidence fields; defer fine-grained splits to later if evidence is strong enough.
Issue: mapping breaks after id changes
Fix:
- •Rerun
section-mapperto regenerateoutline/mapping.tsv, then rerunoutline-refiner.