2
KH
Verdict · three-score model

Judgment detail

One signal, fully reasoned: what goal it was meant to move, how good the work is on its own terms, and whether it was the highest-leverage use of capacity.

Busywork
Calendarmeetingconfidence 80% 5h ago

Weekly status sync (recurring)

60 min, 7 attendees, every week. Agenda: 'go around the room'. No decisions logged in the last 4 instances.

MGMariam Gamal· AI Engineer
minutes: 60attendees: 7recurring: weekly

What the engine inferred

Inferred role
AI Engineer
Inferred goal
none yet

The three scores

never a single number
25
Output value
15
Goal alignment
18
Leverage fit
25
Output
15
Alignment
18
Leverage

Dimension breakdown

how output value was earned
Correctness30

Meeting happens reliably — but produces no decisions.

Craft & clarity20

'Go around the room' agenda; 4 instances with zero logged decisions.

Reliability impact10

60 min × 7 people × weekly = ~7h/week of collective time for no recorded output.

Judgment trace

question → finding
  1. 1

    What goal was this meant to move?

    None. It's a recurring status ritual, not a decision forum.

  2. 2

    How good is the work on its own terms?

    A meeting with no decisions in 4 instances is a candidate to make async.

  3. 3

    Was this the highest-leverage use of capacity?

    No — 7 person-hours weekly with no decisions is a structural drain on focus time.

Narrative

The weekly status sync is costing ~7 collective hours and producing no decisions across its last four runs. This is the meeting most worth converting to async — it would hand focus time back to the whole team, which the leverage data says is the scarce resource.

Action ladder

how far the engine will go
Surface
Recommend
Prepare
Act
Recommended action

Convert the weekly sync to an async written update; keep a 15-min decision-only slot. Reclaims ~6h/week across 7 people.

Prepared artifact · Calendar proposal · drafted

Proposal: replace the 60-min weekly sync with a Friday async thread (status in writing) + an optional 15-min decisions-only call. Last 4 syncs logged 0 decisions; this returns ~6 focus-hours/week to the team.

Execute

Executing runs the recommended action; the engine logs the outcome against the goal.