reflect-trends

What problem does it solve?

This skill surfaces hidden development health issues by performing multi-granularity analysis across recent activity, enabling teams to spot risky patterns before they escalate.

Core Features & Use Cases

• 3-day trend assessment: Measure fix/feat ratios from the repository to spot unhealthy reactive development.
• NOT_PLANNED Issue detection: Surface closed issues lacking planning context to reduce decision drift.
• Block-pattern detection: Identify recurring blocking patterns in recent sessions and logs.
• Use Case: When a project shows a high fix-to-feature ratio and frequent NOT_PLANNED issues, run reflect-trends to surface actionable improvements and guardrails.

Quick Start

Run the reflect-trends analysis commands to generate a health snapshot: git log --oneline --since="3 days ago" | grep -cE "(fix|refactor)[:(]" git log --oneline --since="3 days ago" | grep -cE "feat[:(]" gh issue list --state closed --limit 20 --json number,title,stateReason --jq '.[] | select(.stateReason == "NOT_PLANNED") | "#(.number): (.title[0:40])"' tail -100 .claude/logs/execution/hook-errors.log 2>/dev/null | jq -r '.reason[0:50]' 2>/dev/null | sort | uniq -c | sort -rn | head -5