Team
frontend
45 actor-weeks on frontend. 13 idle, 23 shallow, 9 deep.
Week of 2026-08-24 · 9 actor-weeks
Diagnostics
Overview-
8 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.
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8 weeks
Low Copilot frequency
Copilot active on 1 day(s) — encourage daily use beyond one-off completions.
2 people affected
Suggested action
Use Copilot daily
Move from one-off completions to daily mid-task use on three or more days.
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7 weeks
Low usage frequency
Only 1 active day(s) this week — aim for mid-task use on 3+ days.
3 people 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.
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7 weeks
Shallow tool usage
Low tool depth (few tool calls, no subagents) — usage looks like autocomplete, not agents.
3 people affected
Suggested action
Pair with a champion on your team and try shared AGENTS.md or subagent patterns for multi-file work.
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5 weeks
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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Completion-only Copilot use
Habitual Copilot use is completion-only — enable chat and agent features for deeper adoption.
1 person affected
Suggested action
Try chat and agent features
Enable Copilot chat or agent mode for multi-step tasks instead of inline completions only.
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Low suggestion acceptance
Low line acceptance (13%) — review suggestion quality and model settings.
1 person affected
Suggested action
Low acceptance often means the wrong model or noisy context — adjust settings with your admin.
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 | deep | — | copilot | 4 | $0 |
| bob@northwind.dev | activated | shallow | copilot | 1 | $0 |
| carol@northwind.dev | not using | not_using | copilot | 0 | $0 |
| dana@northwind.dev | habitual | shallow | cursor | 3 | $0.38 |
| eli@northwind.dev | activated | shallow | cursor | 1 | $0.08 |
| fay@northwind.dev | deep | — | cursor | 4 | $1.62 |
| gina@northwind.dev | activated | shallow | copilot | 1 | $0 |
| hank@northwind.dev | not using | not_using | cursor | 0 | $0 |
| jordan@northwind.dev | deep | — | cursor | 4 | $1.53 |
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. 2 · 22%
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Activated First real session beyond hello-world. Threshold: at least one substantive session. 3 · 33%
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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). 3 · 33%
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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.
13
Seat paid, zero or minimal sessions. 144% of 9 actors.
Using shallowly Short sessions, low tool depth, no commits.
23
Short sessions, low tool depth, no commits. 256% 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 | 2 | 2 | 0 |
| Activated | 3 | 4 | -1 |
| Habitual | 1 | 1 | 0 |
| Deep | 3 | 2 | +1 |
| Multiplying | 0 | 0 | 0 |
Spend
Spend
Estimated total $3.61 Estimated
By tool
| Tool | Cost | Share |
|---|---|---|
| cursor | $3.61 | 100% |
| copilot | $0 | 0% |
By model
| Model | Cost | Share |
|---|---|---|
| unknown | $2.56 | 71% |
| composer | $1.05 | 29% |
| copilot (daily) | $0 | 0% |
Impact
Impact
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