audit-friction

What problem does it solve?

This Skill identifies and categorizes recurring issues, errors, and inefficiencies within your project's logs, helping you pinpoint exactly what's causing friction and slowing down progress.

Core Features & Use Cases

• Friction Analysis: Scans project logs to detect patterns like tool failures, repeated errors, and stalled workflows.
• Root Cause Identification: Categorizes friction events and suggests concrete mitigations.
• Use Case: When your development cycle is repeatedly hitting roadblocks, use this skill to audit the logs and understand if the issues stem from tool errors, confusing instructions, or test failures.

Quick Start

Audit friction in the project logs since last month.