Marketing

Building a Style Guide and Voice a Model Can Follow

• A Regression Set for Table-Driven Inference
• A Rules Table the Model Can Execute Without a Prompt Rewrite
• How to Write a Voice Guide a Model Can Follow
• Two Raters, One Draft: Writing a Voice Rubric They Score Alike
• A Review Queue for Voice Audit Findings: What the Human Sees
• A Rubric Version Log with Owners and Approval Gates
• A Voice Rubric That Scores Voice Without Scoring Specificity
• Building a Regression Test Set for Voice Audits
• Coverage: How Many Table Branches Your Cases Actually Hit
• Deriving Your JSON Schema from the Same Rules Table
• How to Write a Style Guide a Model Can Follow
• Migrating a Prose Prompt to a Rules Table with Diffs
• Pinning a Model Version in Code and Knowing When to Unpin
• Storing Prompt Versions and Test Results in Postgres
• Storing the Voice Guide as Structured Data So Tools Can Query It
• Storing Voice Scores, Anchors and Reviewer IDs in Postgres
• Tenant Overrides in a Shared Rules Table
• Turning Your Content Archive into a Channel Copy Regression Set
• Voice Rubric Score to a Send, Rewrite or Hold Decision
• What to Put in a Brand Voice Guide So a Model Sounds Human
• When a Model Scorer Disagrees with the Voice Rubric
• When the Table and the Prompt Disagree: A Precedence Rule
• When to Run the Voice Audit: Model Choice and Cost per Draft
• Writing a Channel Style Guide a Model Can Execute