| name | memory-insights |
| description | Analyze session friction trends, success rates, and satisfaction patterns across sessions using Claude Code facets data. Read-only query tool for on-demand trend analysis. |
| triggers | ["/memory-insights"] |
Memory Insights — Session Trend Analysis
Read-only analytics over Claude Code facets data for friction trends, success patterns, and satisfaction signals.
Data Source
Read all JSON files in ~/.claude/usage-data/facets/ (skip gracefully if directory doesn't exist).
Each file is a per-session analysis with fields: session_id, underlying_goal, goal_categories,
outcome, session_type, claude_helpfulness, primary_success, friction_counts, friction_detail,
user_satisfaction_counts, brief_summary.
Graceful degradation: If ~/.claude/usage-data/facets/ doesn't exist, output:
"No facets data available. Facets are generated by Claude Code and may not be present
on all installations. Session insights require at least one completed Claude Code session."
Commands
Default (no arguments): Summary Dashboard
Show a summary dashboard:
- Total sessions analyzed: [N]
- Outcome breakdown: fully_achieved [N], mostly_achieved [N], etc.
- Helpfulness: essential [N], very_helpful [N], etc.
- Top 5 friction types with counts
- Sessions with friction: [N]/[total] ([%])
