AGENT SKILL

paper-narrative-archetypes

Select a narrative archetype from the RESULTS SHAPE (null-result, heterogeneity/targeting, methods-comparison, effect-with-implications) and structure the paper around it — papers must not all read the same.

License 许可
MIT
最近更新
2026-09-28
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01 前言 Front Matter

name
paper-narrative-archetypes
layer
writing
version
1.0
priority
1
resources
[]
description
Select a narrative archetype from the RESULTS SHAPE (null-result, heterogeneity/targeting, methods-comparison, effect-with-implications) and structure the paper around it — papers must not all read the same.
rule_severity
mandatory
trigger_keywords
[ "narrative", "archetype", "story", "framing", "structure" ]
applicable_stages
[ "OutlineAgent", "Writer" ]
references_skills
[ "paper-writing-style-rules" ]
applicable_datasets
[]
applicable_task_types
[]

03 SKILL.md 正文

Narrative Archetypes (Arc S)

A paper's structure should follow its FINDINGS, not a fixed template. Pick ONE archetype using the deterministic selection rule, name it in the outline's narrative_hook, and let it drive section emphasis.

Selection rule (apply in order, first match wins)

  1. Null-result paper — the headline CI covers zero (prediction: best model ≈ baseline; causal: effect CI spans 0; ITR: value-gain CI spans 0). The null IS the story: lead with it, devote Discussion to what the well-estimated null rules out and for whom.
  2. Heterogeneity / targeting paper — subgroup gaps > 5%, CATE spread is substantial, or an ITR rule with a positive gain. The average is the backdrop; the WHO-differs question is the spine.
  3. Methods-comparison paper — estimators/models materially disagree (beyond 2 SE) or a robustness battery is the most informative output. The disagreement is the finding; explain WHY the methods diverge on this data.
  4. Effect-with-implications paper — a clear, robust effect. Classic arc, but the Discussion must earn it: concrete decisions a school/policymaker would change.

Per-archetype emphasis

Archetype Expand Compress
Null-result Discussion (what the null excludes), power/precision framing Related-work tour
Heterogeneity/targeting Subgroup/rule sections, fairness of targeting Average-effect exposition
Methods-comparison Methods + the divergence anatomy Implications
Effect-with-implications Implications, mechanisms Methods minutiae

Anti-sameness rules

  • Two papers with different archetypes must not share their opening paragraph structure. Do not open every abstract with "In this study, we...".
  • The title should signal the archetype (a null-result paper's title says so — "No Detectable...", "Little Evidence That...").
  • Never force archetype 4's triumphant arc onto shapes 1–3; that is the formulaic failure this skill exists to prevent.

Source provenance

Authored in V3.7 Arc S per the v4 roadmap (internal) §6; extends the OutlineAgent emphasis-trigger mechanism.

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