Analyzes SpecStory history to detect and score coding sessions that drifted into unrelated rabbit holes.
SpecStory Yak Shave Analyzer is a productivity tool for developers using SpecStory AI that identifies instances where initial coding goals cascaded into unrelated infrastructure or configuration tasks. By parsing .specstory/history files, the skill calculates a 'yak shave score' based on domain shifts, tool usage patterns, and goal completion. It provides actionable insights into your coding focus, identifying specific times or task types where you are most prone to distraction, and generates personalized summaries to help you maintain discipline in AI-assisted workflows.
Key Features
012 GitHub stars
02Automated parsing of SpecStory history files across custom date ranges
03Intelligent Yak Shave Scoring (0-100) based on domain shifts and goal drift
04Flexible output formats including Markdown reports and JSON data
05Detection of peak distraction hours and high-risk task categories
06Personalized LLM summaries with witty, actionable feedback on developer focus
Use Cases
01Reviewing weekly coding productivity to identify hidden time-sinks in development workflows
02Auditing AI-assisted coding sessions to ensure development tasks stay within original scope
03Identifying specific technical domains that frequently trigger excessive scope creep
