session-health

What problem does it solve?

This Skill helps maintain the quality and focus of long AI-driven development sessions by diagnosing context load, scope drift, and potential degradation in response quality.

Core Features & Use Cases

• Context Load Assessment: Analyzes file reads, agent dispatches, and topic breadth.
• Scope Coherence Check: Compares the original goal with current work to identify drift.
• Quality Indicator Monitoring: Evaluates hedging language, repetition, tool call quality, and answer specificity.
• Team Health Check: Assesses the state of team members' learnings files (if applicable).
• Use Case: Before starting a complex refactoring task in a session that has already spanned several hours and multiple code modules, run this Skill to ensure the AI's context is still sharp and focused.

Quick Start

Run a session health diagnostic to assess context load, scope drift, and quality degradation.