benchmark-comparator

What problem does it solve?

Teams struggle to understand their performance relative to industry standards. This skill automates the comparison of team metrics against research-backed industry benchmarks, providing clear percentile rankings and actionable improvement targets. It eliminates manual research and complex data analysis.

Core Features & Use Cases

• DORA Metrics Benchmarking: Automatically compares deployment frequency, lead time, MTTR, and change failure rate against DORA research tiers (Elite/High/Medium/Low).
• Velocity & Capacity Benchmarks: Evaluates velocity stability, sprint completion rates, and capacity allocation against healthy targets.
• Code Quality & Technical Debt Benchmarks: Assesses code review quality, PR size, test coverage, bug density, and technical debt scores against industry standards.
• Use Case: Provide your team's DORA metrics, and the skill will instantly tell you if you're an "Elite Performer" or "Needs Improvement," along with specific gaps to close.

Quick Start

Compare our team's DORA metrics: Deploy 0.8/day, Lead Time 2.5d, MTTR 6h, CFR 18%.