anchor-sheet

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Extract per-subsection “anchor facts” (NO PROSE) from evidence packs so the writer is forced to include concrete numbers/benchmarks/limitations instead of generic summaries. **Trigger**: anchor sheet, anchor facts, numeric anchors, evidence hooks, 写作锚点, 数字锚点, 证据钩子. **Use when**: `outline/evidence_drafts.jsonl` exists and you want stronger, evidence-anchored writing in `sections/*.md`.

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Quality Score: 81/100

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Skill Content

# Anchor Sheet (evidence → write hooks) [NO PROSE] Purpose: make “what to actually say” explicit: - select quantitative snippets (numbers/percentages) - select evaluation anchors (benchmarks/datasets/metrics) - select limitations/failure hooks This prevents the writer from producing paragraph-shaped but **content-poor** prose. ## Inputs - `outline/evidence_drafts.jsonl` - `citations/ref.bib` ## Outputs - `outline/anchor_sheet.jsonl` ## Output format (`outline/anchor_sheet.jsonl`) JSONL (one object per H3 subsection). Required fields: - `sub_id`, `title` - `anchors` (list; each anchor has `hook_type`, `text`, `citations`, and optional `paper_id/evidence_id/pointer`) ## Workflow 1. Read `outline/evidence_drafts.jsonl`. 2. Prefer anchors that contain: - a number (%, counts, scores) - an explicit benchmark/dataset/metric name - an explicit limitation/failure statement 3. Filter anchors to only citation keys present in `citations/ref.bib`. 4. Write `outline/anchor_sheet.jsonl`. ## Quality checklist - [ ] Every H3 has >=10 cite-backed anchors (A150++ hard target). - [ ] At least 1 anchor contains digits when the evidence pack contains digits. - [ ] No placeholders (`TODO`/`…`/`(placeholder)`). ## Consumption policy (for C5 writers) Anchors are intended to prevent “long but empty” prose. Treat them as **must-use hooks**, not optional ideas. Recommended minimums per H3 (A150++): - >=3 protocol anchors (benchmark/dataset/metric/budget/tool access) - >=3 limita...

Details

Author
WILLOSCAR
Repository
WILLOSCAR/research-units-pipeline-skills
Created
7 months ago
Last Updated
today
Language
Python
License
None

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