Person · platform
sam@northwind.dev · Habitual. Estimated cost $0.18 this period.
Last 30 days
Current stage
Habitual
Used on 3+ active days per week, mid-task.
Coaching signal
2 cues
Stall patterns mapped to playbook actions below.
Team
Deep stage checklist for this period.
Habitual cadence
3+ active days in a week with real tool use
Commit outcome
Sessions end in commits or merged work — not autocomplete-only
Agentic depth
≥1 subagent or ≥5 tool calls (PostToolUse only)
Stall patterns mapped to playbook actions.
Low tool depth (few tool calls, no subagents) — usage looks like autocomplete, not agents.
Next step · Enable subagent workflows
Pair with a champion on your team and try shared AGENTS.md or subagent patterns for multi-file work.
Open playbook →low_depth
Only 1 active day(s) this week — aim for mid-task use on 3+ days.
Next step · Build a 3-day habit
Use AI on mid-task work at least three days this week — sporadic use stays at Activated.
low_frequency
Richer quality diagnostics that require prompts_allowed collection.
Prompt clarity diagnostics need prompt-level collection. Turn on prompts_allowed to evaluate goal and constraint quality.
prompt_clarity Enable prompt-level analysis
Context provision diagnostics need prompt-level collection. Turn on prompts_allowed to see when sessions lack attached context.
context_provision Enable prompt-level analysis
Iteration quality diagnostics need prompt-level collection. Turn on prompts_allowed to see multi-turn refinement patterns.
iteration_quality Enable prompt-level analysis
Private — this person has not shared work-pattern detail with the org.
Private — this person has not shared how-you-work insights with the org.
Best stage per week across tools.
| Week | Stage | Active days | Tools |
|---|---|---|---|
| 2026-07-27 | Habitual | 3 | claude_code |
| 2026-08-03 | Habitual | 3 | claude_code |
| 2026-08-24 | Activated | 1 | claude_code |
Estimated cost this period: $0.18
Recent sessions in this period (up to 50).
| Started | Tool | Model | Cost | Repo |
|---|---|---|---|---|
| 2026-08-27T10:00:00.000Z | claude_code | claude-sonnet | $0.12 | github.com/northwind/payments-api |
| 2026-08-26T10:00:00.000Z | claude_code | claude-sonnet | $0.12 | github.com/northwind/payments-api |
| 2026-08-25T10:00:00.000Z | claude_code | claude-sonnet | $0.12 | github.com/northwind/payments-api |
| 2026-08-24T11:10:00.000Z | claude_code | — | $0 | github.com/northwind/payments-api |
| 2026-08-24T10:00:00.000Z | claude_code | claude-sonnet | $0.12 | github.com/northwind/payments-api |
| 2026-08-05T10:00:00.000Z | claude_code | claude-sonnet | $0.03 | github.com/northwind/payments-api |
| 2026-08-04T10:00:00.000Z | claude_code | claude-sonnet | $0.03 | github.com/northwind/payments-api |
| 2026-08-03T10:00:00.000Z | claude_code | claude-sonnet | $0.03 | github.com/northwind/payments-api |
| 2026-07-29T10:00:00.000Z | claude_code | claude-sonnet | $0.03 | github.com/northwind/payments-api |
| 2026-07-28T10:00:00.000Z | claude_code | claude-sonnet | $0.03 | github.com/northwind/payments-api |
| 2026-07-27T10:00:00.000Z | claude_code | claude-sonnet | $0.03 | github.com/northwind/payments-api |