name: telemetry-insight-engine description: Analyzes real-world telemetry and usage data to identify feature gaps and usability issues. Feeds insights back into the requirements phase. status: implemented arguments:

• name: input short: i type: string required: true description: Path to telemetry data (JSON)
• name: out short: o type: string description: Output file path category: Engineering & DevOps last_updated: '2026-02-13' tags:
• data-engineering
• gemini-skill

Telemetry Insight Engine

This skill closes the loop between production usage and new feature development.

Capabilities

1. Usage Analysis

• Analyzes application logs and telemetry (e.g., event data) to identify underused features or common drop-off points.
• Correlates usage patterns with specific code modules.

2. Feedback Loop

• Automatically drafts new "Enhancement Requirements" for the requirements-wizard based on observed user behavior.

Usage

• "Analyze our production telemetry and tell me which 3 features should be prioritized for improvement."
• "Are users struggling with the new checkout flow? Use telemetry-insight-engine to find out."

Knowledge Protocol

• This skill adheres to the knowledge/orchestration/knowledge-protocol.md. It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.