confidence-scorer

What problem does it solve?

This Skill ensures that confidence scoring is consistently and correctly implemented across all intelligence data surfaces, verifying that every signal has an appropriate confidence tier and that these scores are derived from a sound methodology.

Core Features & Use Cases

• Schema Validation: Checks for the presence of 'confidence' columns in database migration files.
• Codebase Scan: Analyzes source code (hooks, components, integrations) for confidence-related logic and UI elements.
• Hardcoded Value Detection: Identifies instances where confidence values might be hardcoded instead of dynamically generated.
• Use Case: Before deploying a new feature that relies on data reliability, use this Skill to automatically audit the confidence scoring implementation, ensuring users can trust the displayed data.

Quick Start

Run the confidence scorer skill to validate confidence tier implementation across the SOCELLE-WEB application.