
outline-budgeter
by WILLOSCAR
Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermediate artifacts.
SKILL.md
name: outline-budgeter
description: |
Merge/simplify an over-fragmented outline to hit a paper-like section budget (NO PROSE): target final ToC ~6–8 H2, fewer thicker H3.
Trigger: outline budget, merge sections, too many sections, H3 explosion, 大纲预算, 合并小节, 大纲太碎.
Use when: outline/outline.yml exists but would produce thin sections (too many H2/H3); before (or immediately after) section-mapper.
Skip if: outline is already within budget and approved; or you are already drafting prose.
Network: none.
Guardrail: NO PROSE; do not invent new topics; keep scope consistent; if you change section ids, you must reset mapping.
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: lite<=8, 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.tsvoutline/coverage_report.mdGOAL.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(lite/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.
Score
Total Score
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