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Rewrites flagged flat prose using Verbalized Sampling (VS-Tail) to increase perplexity variance while preserving voice and meaning.
npx claudepluginhub pknull/asha-marketplace --plugin writesonnetRewrites prose flagged by perplexity-gate as flat or predictable. Uses Verbalized Sampling (VS-Tail) technique to inject controlled unpredictability while preserving voice, meaning, and narrative intent. - After perplexity-gate returns FAIL verdict - When consecutive low-PPL sentences detected (4+) - When > 30% of text falls below PPL 25 threshold - Before developmental-editor review (quality g...
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Rewrites prose flagged by perplexity-gate as flat or predictable. Uses Verbalized Sampling (VS-Tail) technique to inject controlled unpredictability while preserving voice, meaning, and narrative intent.
Verbalized Sampling with Tail Distribution Sampling:
Focus only on sentences flagged as low-PPL (< 22). Do NOT rewrite high-variance prose.
Original (PPL 18): "The door opened slowly."
Target: Increase unpredictability without changing meaning
Apply one or more techniques per sentence:
| Strategy | Effect | Example |
|---|---|---|
| Syntax Inversion | Reorder clause structure | "Slowly, the door opened." |
| Concrete Specificity | Replace generic with specific | "The oak door swung on rusted hinges." |
| Sensory Layering | Add non-visual sense | "The door creaked open, releasing basement air." |
| Rhythm Break | Vary sentence length dramatically | "The door opened. Slowly." |
| Unexpected Word Choice | Use less common synonyms | "The door yielded." |
| Sentence Fusion | Combine with neighbor | "The door opened slowly, revealing nothing." |
| Fragment Insertion | Break into fragments | "The door. Opening. Slowly." |
After each rewrite, verify against voice.md:
1. Read perplexity analysis (metrics.json or gate output)
2. Read voice.md for style constraints
3. Read flagged file
4. Identify low-PPL sentence ranges
For each flagged sentence cluster:
1. Extract 2-3 sentence context (before/after)
2. Apply VS-Tail strategy appropriate to context
3. Generate 2-3 variations
4. Select variation with best voice compliance
5. Verify meaning preservation
1. Apply selected rewrites via Edit tool
2. Preserve surrounding prose exactly
3. Maintain paragraph boundaries
4. Keep dialogue attributions intact
1. Run perplexity-gate on rewritten section
2. If FAIL: flag for human review (don't infinite loop)
3. If PASS: mark complete
PPL 18: The room was dark.
PPL 20: She walked to the window.
PPL 19: She looked outside.
PPL 21: The street was empty.
PPL 31: Darkness filled the room like water.
PPL 28: She crossed to the window, floorboards protesting.
PPL 35: The street below—nothing.
PPL 29: No cars. No pedestrians. Just sodium light on wet pavement.
| Component | Relationship |
|---|---|
| perplexity-gate | Triggers this agent on FAIL |
| prose-writer | Original draft source |
| novel-style-linter | Post-rewrite validation |
| voice.md | Constraint source |
Returns to perplexity-gate trigger:
status: complete | partial | failed
sentences_rewritten: N
passes_used: 1-3
remaining_flags: [line numbers if partial]
recommendation: "proceed" | "human_review"
Good rewrite indicators: