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review-revise-validate

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Aktualisiert20. Juni 2026 um 16:45

Run a single-pass review→revise→re-validate cycle on one chapter. Dispatches the book-review panel via gemma4:31b, aggregates findings, synthesizes revision instructions, runs a gemma4 reviser persona to produce paragraph-level rewrites, applies them, re-runs the panel, and emits a before/after delta report. Use when user says "revise chapter X based on the panel", "run a revision cycle on this chapter", "what does the cycle say about ch-N". Do NOT use for cross-chapter consistency (chapter is the unit), voice-level prose tightening absent panel findings, or auto-iteration (single pass only — operator re-runs manually for further passes).

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