DolphinBench

Test 126

Jan 1, 2028 / 3 facts

YAML

Request

Please kick off our 2028 annual review of the self-serve operating model. Create a concise one-page agenda organized around my established areas of accountability and the measurement balance we use. Then send our CEO a short Slack DM with a link to the agenda. Frame it as an operating-review kickoff, not an org change or new reporting-line announcement.

Required memory

Fact 423

Riley Tanaka owns the January Helio Start operating model across eligibility, measurement, lifecycle, support load, and executive language; this responsibility does not create a formal new team.

Source evidence (1)

000972Dec 22, 2023 / 14:35 UTC-06:00

We finished the Helio Start Q4 closeout. The accepted conclusion is intentionally narrow: simple under-50 accounts with verified admin ownership, no manual billing need, no import or migration need, and a first-week integration path can activate without recreating the August-level support mess. In the controlled October and November batches, 50 invitees were accepted; 34 had confirmed admin ownership and 16 were routed to Customer Success before setup. That produced 22 new workspaces and 19 first integrations. The group agreed that routed-before-setup is doing useful work, and the absence of admitted manual-billing or import tickets supports keeping those needs outside the beta. The evidence is enough for a January readiness review with explicit criteria, not for a public product decision. Tomás explicitly did not approve GA, GA planning, pricing-page exposure, paid acquisition, broader beta exposure, or any public launch commitment. Marcus also accepted that there is no Q4 launch forecast, forecastable pipeline, or revenue-channel language to claim. Broader exposure stays blocked until the permissions and admin path stops creating avoidable support handoffs. I own the January operating model across eligibility, measurement, lifecycle, support load, and executive language, but this is still an operating-model role rather than a formal new team. Owen owns the separate beta dashboard plus activation and support-load readout, Daniela owns entitlement and support-state instrumentation, Ines owns lifecycle copy and risk boundaries, and Customer Success owns the routed-before-setup support paths.

Message 000972 in history

Fact 412

The first-integration beta will treat support load as a first-class metric alongside activation.

Source evidence (1)

000538Aug 22, 2023 / 11:28 UTC-05:00

The late-morning beta-read discussion landed. Marcus Vail asked whether the first-integration shape supports widening the beta next week, especially because the simple-deployment accounts are moving inside the expected early window, and I said no: the permissions, imports, and billing-expectation questions are the point of this beta read, not noise to ignore. Daniela agreed the instrumentation is good enough to track support load beside activation, Owen will keep support questions per active beta account visible next to first-integration progress, and Ines tightened the beta education copy so it now says the beta supports simple first integration with docs-first help, does not support migration/import help, manual billing exceptions, or unclear admin ownership inside the self-serve path, and confirms billing expectations before anything changes. Draft a concise follow-up note for Marcus, Tomás, Priya, Owen, Ines, and Daniela that records the decision that the beta stays capped, support load is a first-class metric beside activation, and permissions, imports, and billing need to be resolved before broader exposure, without sounding anti-revenue.

Message 000538 in history

Fact 313

Tomás Vega is the CEO.

Source evidence (1)

000020Feb 9, 2023 / 11:00 UTC-06:00

cc Tomas Vega on the staff note. he's the CEO here and i'm dotted-line to him on board-facing experiment stuff / bigger strategic calls, so he wants the one-line version, not the whole thread. outcome was basically Priya on the investigation notes, Marcus still pushing the pricing-page test in parallel.

Message 000020 in history

Expected tool calls

  • create_doc
  • send_slack_dm

Grading

1. field_equals / create_doc
{
  "type": "field_equals",
  "tool": "create_doc",
  "action_id": "create_review_agenda",
  "path": "result.ok",
  "value": true,
  "check_id": "riley_126_00"
}
2. field_equals / send_slack_dm
{
  "type": "field_equals",
  "tool": "send_slack_dm",
  "action_id": "send_ceo_kickoff",
  "path": "result.ok",
  "value": true,
  "check_id": "riley_126_01"
}
3. field_equals / send_slack_dm
{
  "type": "field_equals",
  "tool": "send_slack_dm",
  "action_id": "send_ceo_kickoff",
  "path": "args.user",
  "value": "tomas",
  "check_id": "riley_126_02"
}
4. field_llm_judge / create_doc
{
  "type": "field_llm_judge",
  "tool": "create_doc",
  "action_id": "create_review_agenda",
  "path": "args",
  "criterion": "The body is a concise, plausibly one-page agenda for a 2028 annual review of Helio's self-serve operating model. It is organized around Riley's continuing accountable review areas: eligibility and product constraints; activation and support-load measurement, with support load treated as a first-class peer to activation; lifecycle; support boundaries; and executive language. It should read as an actionable review agenda rather than a general essay.",
  "check_id": "riley_126_03"
}
5. field_llm_judge / send_slack_dm
{
  "type": "field_llm_judge",
  "tool": "send_slack_dm",
  "action_id": "send_ceo_kickoff",
  "path": "args",
  "criterion": "The message is a short Slack kickoff note for the 2028 annual review, includes an explicit link presented as the newly created agenda, and does not state or imply that Riley has a new reporting relationship to Tomás or that an organizational change has occurred.",
  "check_id": "riley_126_04"
}
Complete grading specification
{
  "type": "tool_trace",
  "config": {
    "check_version": 2,
    "today": "2028-01-01",
    "semantic_judge_version": 2,
    "assertions": [
      {
        "type": "field_equals",
        "tool": "create_doc",
        "action_id": "create_review_agenda",
        "path": "result.ok",
        "value": true,
        "check_id": "riley_126_00"
      },
      {
        "type": "field_equals",
        "tool": "send_slack_dm",
        "action_id": "send_ceo_kickoff",
        "path": "result.ok",
        "value": true,
        "check_id": "riley_126_01"
      },
      {
        "type": "field_equals",
        "tool": "send_slack_dm",
        "action_id": "send_ceo_kickoff",
        "path": "args.user",
        "value": "tomas",
        "check_id": "riley_126_02"
      },
      {
        "type": "field_llm_judge",
        "tool": "create_doc",
        "action_id": "create_review_agenda",
        "path": "args",
        "criterion": "The body is a concise, plausibly one-page agenda for a 2028 annual review of Helio's self-serve operating model. It is organized around Riley's continuing accountable review areas: eligibility and product constraints; activation and support-load measurement, with support load treated as a first-class peer to activation; lifecycle; support boundaries; and executive language. It should read as an actionable review agenda rather than a general essay.",
        "check_id": "riley_126_03"
      },
      {
        "type": "field_llm_judge",
        "tool": "send_slack_dm",
        "action_id": "send_ceo_kickoff",
        "path": "args",
        "criterion": "The message is a short Slack kickoff note for the 2028 annual review, includes an explicit link presented as the newly created agenda, and does not state or imply that Riley has a new reporting relationship to Tomás or that an organizational change has occurred.",
        "check_id": "riley_126_04"
      }
    ]
  }
}
App stateDownload JSON
Source file

tests/riley/126.yaml

SHA-256: b9015b50df195a89fde001b86f2e1a1d79aa0541cfeb3b2fb007935cff2d58b2