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Novel Anti Ai Pass

skill-zhao73-xiaoshuo-studio-novel-anti-ai-pass · by Zhao73

Use when a fiction draft is coherent but still reads too synthetic, too explanatory, or too template-like and needs a focused anti-AI revision pass.

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Install

$ agentstack add skill-zhao73-xiaoshuo-studio-novel-anti-ai-pass

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

novel-anti-ai-pass

Purpose

Reduce AI smell without breaking canon continuity.

Use after novel-continuity-review.

Workflow

  1. Keep the approved facts fixed.
  2. Revise for:
  • less explanation
  • fewer abstract emotion labels
  • less uniform sentence cadence
  • sharper scene-end pressure
  1. Preserve the plot moves and canon facts.
  2. If the rewrite changes facts, send it back through continuity review.

Guardrails

  • Never trade continuity for nicer prose.
  • Do not overwrite the chapter's actual events while polishing tone.
  • Avoid generic "naturalize this" instructions; use explicit anti-AI targets.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.