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deviation-impact-analysis

@aevatarAI/aevatar-agent-framework
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Turn "AI draft -> author edits" diffs into structured deviation items, an author-intent prompt, and a concrete propagation plan.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name deviation-impact-analysis
description Turn "AI draft -> author edits" diffs into structured deviation items, an author-intent prompt, and a concrete propagation plan.

When to use

  • After author edits a chapter draft (especially via external editor like Cursor)
  • Before auto-continue to future chapters

Outputs

  • deviation_report.md (human readable summary)
  • deviation_prompt.md (one-click prompt/instructions)
  • change_impact_report.md (what future outline/chapters/canon/ledger will be affected)
  • backup_options_report.md (conservative vs aggressive vs branch)

Structured deviation categories (must classify)

  • plot / character / tone / info density / canon setting / timeline / style / pacing

Procedure

  1. Extract diff signals and cluster them into 5-20 deviation items (avoid noise).
  2. Summarize author intent in a short instruction that can drive future rewriting.
  3. Scan future outline/chapters/canon/ledger:
    • list concrete touch points (file/section) that need change
  4. Produce 2-3 backup routes and recommend one.