Session overview
Hero card with five metrics (sparklines + week-over-week deltas):| Metric | Description |
|---|---|
| Sessions | Total session count (with billed/shadow note) |
| Active time | Hours of active agent work |
| User messages | Total user turns |
| User interruptions | Times the user interrupted the agent mid-task |
| Tool errors | Total tool call failures |
Activity heartbeat
Three cards showing temporal patterns:- Messages per day: 30-day honeycomb grid with weekends toggle
- Hour-of-day usage: polar bar chart of message count by hour (UTC)
- Standout sessions: highlights the longest session, biggest context peak, most files changed, widest tool usage, and most efficient session
Time & code activity
- Time split: total wall-clock, active time (with share %), idle time (with share %)
- Code changes: net line change visualization with added/removed breakdown and percentages
Response time
Bar histogram of response time distribution across buckets:<1s, 1–2s, 2–10s, 10–30s, 30s–1m, 1–2m, 2–5m, 5–15m, >15m.
Context pressure
Line chart of average peak context tokens by conversation length (turn buckets: 1–3, 4–10, 11–25, 26–50, 51–100, 100+). Summary stats: avg peak, max, avg at session end, high-pressure session count.Models
Donut chart showing session distribution across Claude models used in the project.Languages
Radar chart of lines changed across the top 8 programming languages.Adoption signals
Indicators showing whether the project’s sessions are using advanced features: MCP servers, sub-agents, skills, web search, web fetch.Hot files
Top files by edit frequency. Toggle between list view and treemap (hierarchical codebase map sized by change count). Up to 10 files.Session types
Sankey diagram from session type to activity category. Shows what kinds of sessions the agent runs and what activities those sessions spend time on.Activity categories
Horizontal bar chart of assistant turns by activity category (coding, debugging, refactoring, testing, documentation, analysis).Tool error categories
Horizontal bar chart of tool errors by category (command failed, edit failed, file not found, file too large, user rejected, other).Tool leaderboards
- Top tools: name, call count, error count, error %, session count
- MCP servers / Shell binaries: toggled view of MCP server vs shell binary usage (same columns)
- Skills: custom slash commands invoked, with call counts
- Sub-agents: background agents spawned, with call counts