Team
frontend
9 actor-weeks on frontend. 5 idle, 2 shallow, 2 deep.
Week of 2026-08-24 · 9 actor-weeks
Diagnostics
Overview-
4 weeks
Copilot seat idle
Copilot seat is licensed but showed no activity this week (daily aggregate).
4 people affected
Suggested action
Use your Copilot seat
Open Copilot on a real task this week — the org sees daily aggregates, not prompt content.
-
Low usage frequency
Only 1 active day(s) this week — aim for mid-task use on 3+ days.
1 person affected
Suggested action
Build a 3-day habit
Use AI on mid-task work at least three days this week — sporadic use stays at Activated.
-
Idle seats — no sessions this week
No real sessions this week — seat is paid but the tool is idle.
1 person affected
Suggested action
Start with one real session
Run your collector on a mid-task change (not hello-world) so the dashboard can see real use.
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Shallow tool usage
Low tool depth (few tool calls, no subagents) — usage looks like autocomplete, not agents.
1 person affected
Suggested action
Pair with a champion on your team and try shared AGENTS.md or subagent patterns for multi-file work.
Prompt-level diagnostics
LockedRicher quality diagnostics that require prompts_allowed collection.
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Prompt clarity diagnostics need prompt-level collection. Turn on prompts_allowed to evaluate goal and constraint quality.
prompt_clarity Enable prompt-level analysis
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Context provision diagnostics need prompt-level collection. Turn on prompts_allowed to see when sessions lack attached context.
context_provision Enable prompt-level analysis
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Iteration quality diagnostics need prompt-level collection. Turn on prompts_allowed to see multi-turn refinement patterns.
iteration_quality Enable prompt-level analysis
People
Open a person for stage trend, diagnostics, sessions, and cost.
| Person | Stage | Gap | Tools | Active days | Cost |
|---|---|---|---|---|---|
| alice@northwind.dev | not using | not_using | copilot | 0 | $0 |
| bob@northwind.dev | not using | not_using | copilot | 0 | $0 |
| carol@northwind.dev | not using | not_using | copilot | 0 | $0 |
| dana@northwind.dev | habitual | shallow | cursor | 3 | $0.09 |
| eli@northwind.dev | activated | shallow | cursor | 1 | $0 |
| fay@northwind.dev | deep | — | cursor | 4 | $0.48 |
| gina@northwind.dev | not using | not_using | copilot | 0 | $0 |
| hank@northwind.dev | not using | not_using | cursor | 0 | $0 |
| jordan@northwind.dev | deep | — | cursor | 4 | $0.48 |
Adoption mix
Adoption funnel Unique actors grouped by highest stage reached this period. Each bar is a filter link. One person counts once at their best stage, not once per tool-week row.
9 unique actors
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Not using Seat paid, zero or minimal activity. No meaningful sessions this period. 5 · 56%
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Activated First real session beyond hello-world. Threshold: at least one substantive session. 1 · 11%
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Habitual Used on 3+ active days per week, mid-task. Habitual = 3+ active days/week with real tool use. 1 · 11%
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Deep Agentic multi-file work ending in commits. Habitual week with commit outcome and agentic depth: ≥1 subagent or ≥5 tool calls (PostToolUse only — PreToolUse pairs are not double-counted). 2 · 22%
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Multiplying Creates shared patterns others reuse. Patterns or artifacts others pick up (subagents, shared workflows). 0 · 0%
Click a stage to filter the overview. Works with JavaScript disabled.
Three adoption gaps Where coaching effort should focus: idle, shallow, or poor-quality use.
Not using Seat paid, zero or minimal sessions.
5
Seat paid, zero or minimal sessions. 56% of 9 actors.
Using shallowly Short sessions, low tool depth, no commits.
2
Short sessions, low tool depth, no commits. 22% of 9 actors.
Using poorly High abandonment, errors, token waste.
0
High abandonment, errors, token waste. 0% of 9 actors.
Week-over-week
Week over week
Week of 2026-08-24 vs prior week
| Stage | Current | Previous | Δ |
|---|---|---|---|
| Not using | 5 | 2 | +3 |
| Activated | 1 | 4 | -3 |
| Habitual | 1 | 1 | 0 |
| Deep | 2 | 2 | 0 |
| Multiplying | 0 | 0 | 0 |
Spend
Spend
Estimated total $1.05 Estimated
By tool
| Tool | Cost | Share |
|---|---|---|
| cursor | $1.05 | 100% |
| copilot | $0 | 0% |
By model
| Model | Cost | Share |
|---|---|---|
| composer | $1.05 | 100% |
| unknown | $0 | 0% |
| copilot (daily) | $0 | 0% |
Impact
Impact
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