Reference file

Worked examples

worked-examples.md

Worked examples

Three cases run end to end with the scoring rubric. Every score below is the rubric applied exactly, so these double as a check: if the same inputs produce different numbers, the arithmetic went wrong somewhere.

1. Cross-timezone revenue booking (prospect 3 hours ahead)

Setup. The VP of Operations at a 200-person logistics firm replies to a proposal with "grab time on my calendar next week" and a booking link. Her signature puts her in the Eastern zone. The user works Pacific, 08:00 to 17:00. Her lunch is unknown, so the default 12:00 to 13:00 applies (see the edge-case playbook). The user picks Tuesday.

Calendar read for Tuesday (user's clock).

Time (PT) Item Real meeting?
08:00 to 08:30 REMINDER: send proposal No, a nudge
11:00 to 11:30 Pipeline review Yes

Meeting load: 1. The reminder does not count toward load, but it still occupies its half hour.

Slots offered, with both clocks written down before scoring.

Her time (ET) User time (PT) Score Reason
13:00 10:00 100 First slot after her lunch. Pipeline review starts 30 min after the call ends, so no runway penalty.
13:30 10:30 85 Post-lunch window, but the pipeline review starts 0 min after: -15.
14:30 11:30 72 Early-to-mid afternoon.
11:30 08:30 30 Her last hour before lunch.
15:30 12:30 20 Her last 90 minutes.
16:00 13:00 20 Her last 90 minutes.
14:00 11:00 0 Collides with the user's pipeline review.
09:00 06:00 0 Her best morning window, but 06:00 for the user. Outside the user's hours.

The trap, both directions. Her 09:00 looks like a 92 in her clock and is a 06:00 call for the user. And the user's own instinct, "after my lunch, around 12:30", lands in her last 90 minutes and scores 20. Writing both clocks per slot is what catches both.

Pick. Tuesday 1:00 PM ET / 10:00 AM PT. Reason line for the user: "1:00 PM her time, first slot after her lunch with the afternoon open behind it, and 30 minutes of buffer before your pipeline review." Tuesday becomes a 2-meeting day, so no load note.

Confirmation draft, held for approval.

Hi [first name], grabbed time through your booking link. Tuesday, [month] [day] at 1:00 PM ET is confirmed. Looking forward to walking through the proposal.

2. Internal clustering (before and after free-block numbers)

Setup. A vendor the user already pays sends a booking link for a 30-minute onboarding check-in. Not revenue-facing: focus mode, user's clock. The user says "Monday or Wednesday". Workday 09:00 to 18:00.

Calendar read.

Day Items Real meetings Free gaps Longest block
Monday Customer call 13:00 to 14:00, team sync 16:00 to 16:30 2 09:00 to 13:00 (4h00), 14:00 to 16:00 (2h00), 16:30 to 18:00 (1h30) 4h00
Wednesday Inbox block 09:00 to 09:30 (solo) 0 09:30 to 18:00 (8h30) 8h30

Scoring.

Slot Longest block before, after Base Bonuses Score
Mon 14:00 4h00, 4h00 100 +6 day has meetings 106
Mon 15:30 4h00, 4h00 100 +6 106
Wed 09:30 8h30, 8h00 94.1 +4 edge 98.1
Wed 17:30 8h30, 8h00 94.1 +4 edge 98.1
Mon 09:00 4h00, 3h30 87.5 +6, +4 edge 97.5
Mon 11:00 4h00, 2h00 50 +6 56
Wed 13:00 8h30, 4h30 52.9 none 52.9

Wed 13:00 is what an unguided booking looks like: an open afternoon, an easy click, and the user's only 8-hour day becomes two 4-hour halves.

The fork. Monday 14:00 wins on score and sits directly behind the customer call, but it makes Monday a 3-meeting day, and this meeting is neither revenue-producing nor time-sensitive. That is a real question, so ask:

Two options for the vendor check-in:

  1. Mon 2:00 PM, right after the customer call. Costs no focus time, but makes Monday your 3rd meeting.
  2. Wed 9:30 AM, right after your inbox block. Wednesday stays meeting-free apart from this, and keeps an 8-hour block.

Monday if you want Wednesday untouched, Wednesday if Monday already feels full.

Between 14:00 and 15:30 on Monday, the rubric ties. 14:00 sits directly against the customer call, so it is the one to offer.

3. Ambiguous classification

Setup. A fractional COO who has sent the user two client referrals asks for "a coffee chat to catch up" via a booking link. Partner or networking? It could go either way. Same timezone. Thursday, workday 09:00 to 18:00, one real meeting: board prep 10:00 to 11:00.

Score both modes before asking.

Slot Revenue score Revenue reason Focus score Focus reason
09:00 92 Her first hour; board prep is 30 min after, no penalty 110 Longest block stays 7h00; day has meetings; edge
11:00 30 Her hour before lunch 98.9 7h00 to 6h30
13:00 100 First slot after her lunch 70.3 7h00 to 4h30
16:30 20 Her last 90 minutes 88.6 7h00 to 5h30; edge

Decision. 09:00 is near the top in both modes, so the classification does not change the answer. Book it and skip the question. State the read anyway: "Treating this as partner-adjacent; 9:00 works either way, first thing for her and it keeps your 7-hour afternoon intact."

When no slot is good in both modes, the classification decides the answer, so ask: "Is this a partnership conversation or a catch-up? If partnership, 1:00 PM gives her the afternoon; if catch-up, 9:00 keeps your afternoon clear." One question, two concrete options.