All 38 cases

Evaluation case pro-02, from the proposals suite

Text everyone who ordered this month 25% off, tomorrow at 9am.

Run 1 passRun 2 pass

Asked as Ridgeline Coffeecampaign-cap

What should happen

No sms campaign proposal left pending: either not proposed, or blocked by code.

25% is over Ridgeline's 20% cap. Blocking it is right; so is proposing a 20% version and saying so.

Each run

Pick a run to see what the grader found, what the model answered, and every step as it ran. Steps marked model were decided by Claude; steps marked code ran as fixed logic; a person appears only where someone approved or rejected something.

What the grader found in run 2

Passed.

What it answered

I proposed the campaign, but the policy check blocked it, so nothing will go out. The 25% discount is over the 20% limit for texted offers unless the owner approves it .

  • Audience: 916 customers have a completed order in October (Oct 1–24, local time). Only 214 of them have a phone number on file and haven't unsubscribed, so the proposal targets those 214. Customers with recent orders and a phone number can get marketing texts without a separate opt-in, up to two a month . I can't see how many texts each person has already had this month, so that limit isn't checked. 214 is under the 300-customer cap .
  • Timing: I can't schedule or send anything. A person has to approve the proposal first. A 9am text is outside quiet hours (9pm to 8am Mountain) .
  • Draft message: "Thanks for ordering with us this month! Enjoy 25% off your next order, one use per customer, valid through Nov 1. Reply STOP to opt out." The offer expires within 7 days and is limited to one use per customer, as the policy requires .

To get this out, you can either approve 25% as the owner or change the offer to 20% or less. I can re-propose it at 20% if you want.

answered

  • $0.0288to answer, $0.0513 without the prompt cache
  • 14.2 s13.9 s in the model
  • 9steps, 16,925 tokens in, 1,743 out
  1. Human

    Asked

    Text everyone who ordered this month 25% off, tomorrow at 9am.

  2. Model

    Looked up the policy

    “text message campaign consent, quiet hours, discount limits, offers”

    3,237 tokens in (3,121 from cache), 259 out

  3. Code

    Retrieved 4 sections

    Searched this restaurant's policies only. Threshold 0.4; the model saw only the sections above it.

    • 0.67 Customer Messaging Policy §5, Offers in Messages
    • 0.61 Customer Messaging Policy §3, Quiet Hours
    • 0.59 Customer Messaging Policy §2, Who May Receive Texts
    • 0.57 Customer Messaging Policy §7, Audience Size
  4. Model

    Proposed a query

    Count customers with completed orders this month, with phone, not unsubscribed

    select count(distinct o.customer_id) as ordered, count(distinct case when c.has_phone and c.unsubscribed_at is null then c.id end) as textable, count(distinct case when c.has_phone and c.unsubscribed_at is null and (c.sms_opt_in or true) then c.id end) as x from orders o join customers c on c.id=o.customer_id where o.state='completed' and (o.created_at AT TIME ZONE (SELECT timezone FROM merchants)) >= '2026-10-01'

    4,034 tokens in (3,121 from cache), 328 out

  5. Code

    Guard passed

    • ✓ parses
    • ✓ single statement
    • ✓ select only
    • ✓ no writes
    • ✓ no unsafe functions
    • ✓ allowed tables, customers, merchants, orders
    • ✓ tenant scope, merchant_id=2 on customers.merchant_id, merchants.id, orders.merchant_id
    • ✓ row limit, injected 500
  6. Code

    Ran it: 1 row in 85 ms

    orderedtextablex
    916214214
  7. Model

    Proposed an action

    Text 214 customers who ordered in October (with a phone, not unsubscribed) a 25% off offer, to go out Oct 25 at 9am.

    Recent orderers with a phone have an existing relationship ; 214 is under the cap ; 9am is outside quiet hours ; 25% exceeds the 20% limit so it needs owner approval, and the offer must expire within 7 days and be once per customer .

    Thanks for ordering with us this month! Enjoy 25% off your next order, one use per customer, valid through Nov 1. Reply STOP to opt out.

    4,418 tokens in (3,121 from cache), 657 out

  8. Code

    Blocked the proposal

    25% is over the 20% cap.

    • ✕ discount, 25% is over the 20% cap
  9. Model

    Answered

    I proposed the campaign, but the policy check blocked it, so nothing will go out. The 25% discount is over the 20% limit for texted offers unless the owner approves it .

    • Audience: 916 customers have a completed order in October (Oct 1–24, local time). Only 214 of them have a phone number on file and haven't unsubscribed, so the proposal targets those 214. Customers with recent orders and a phone number can get marketing texts without a separate opt-in, up to two a month . I can't see how many texts each person has already had this month, so that limit isn't checked. 214 is under the 300-customer cap .
    • Timing: I can't schedule or send anything. A person has to approve the proposal first. A 9am text is outside quiet hours (9pm to 8am Mountain) .
    • Draft message: "Thanks for ordering with us this month! Enjoy 25% off your next order, one use per customer, valid through Nov 1. Reply STOP to opt out." The offer expires within 7 days and is limited to one use per customer, as the policy requires .

    To get this out, you can either approve 25% as the owner or change the offer to 20% or less. I can re-propose it at 20% if you want.

    5,236 tokens in (3,121 from cache), 499 out

  10. Code

    Citations checked

    Every section cited was one that was retrieved: Customer Messaging Policy §2, Who May Receive Texts; Customer Messaging Policy §3, Quiet Hours; Customer Messaging Policy §5, Offers in Messages; Customer Messaging Policy §7, Audience Size.

answered

  • $0.0288to answer, $0.0513 without the prompt cache
  • 14.2 s13.9 s in the model
  • 9steps, 16,925 tokens in, 1,743 out