ScaffoldBench

RunSonnet 5.5repeat 2

Propose-select on Run the major-incident runbook for a CI outage

claude-sonnet-5-5__propose-select__support-major-incident__r2

Score

0.820

wrong answer
design ran as designed
Cost
$0.376
Latency
1m 14s
setup 0.0s, grading 0.0s
Turns
108
Tool calls
102
Subagents
3
Tokens in / out
285k / 16k
234,262 read from cache

Did the design run?

every check held
  • Run completed: heldharness.run-completedThe environment was built, the architecture returned and grading finished, none of them throwing.
  • No API failures: heldharness.apiNo model call failed at the API.
  • Every call ended: heldharness.calls-endedEvery call ended with a result, or was stopped by the run's own limits.
  • No harness tool denied: heldharness.harness-toolsThe sandbox guard never denied a harness tool, nor a tool the session itself offered.
  • Tool servers connected: heldharness.mcp-connectedEvery tool server the harness gave a call was connected when the session started.
  • No foreign tool servers: heldharness.mcp-hermeticNo call loaded a tool server the harness did not give it.
  • Builtin tools: heldharness.builtin-toolsA check recorded with the run.
  • Structured replies arrived: heldharness.structured-outputEvery call that asked for structured output and ran to the end got it.
  • No silent fallbacks: heldharness.not-degradedNo phase fell back on a default (an empty plan, a default winner) instead of its output.
  • All three proposers ran: heldpropose-select.proposalsThree proposers ran in parallel, each from its own angle, and none was starved while another ran.
  • The selector chose: heldpropose-select.selectionThe selector picked a proposal by a valid number, read from its schema reply and not a default.
  • Each call was shown the right tools: heldpropose-select.toolsEach proposer was shown the read-only tools, the selector none, and the executor the full toolset.

Phases

Proposal 1 (policy-first): 0.0s to 24.5s, finished, 22 tool calls, $0.070
Proposal 2 (state-first): 0.0s to 29.9s, finished, 24 tool calls, $0.076
Proposal 3 (outcome-first): 0.0s to 25.6s, finished, 24 tool calls, $0.071
Select: 29.9s to 44.7s, finished, 0 tool calls, $0.046
Execute: 44.7s to 1m 14s, finished, 32 tool calls, $0.113

Drawn from the phase records: timing and cost per call, no tool calls or messages.

PhaseDurationCostTurnsToolsModel
Proposal 1 (policy-first)24.5s$0.0702322claude-sonnet-5-5
Proposal 2 (state-first)29.9s$0.0762524claude-sonnet-5-5
Proposal 3 (outcome-first)25.6s$0.0712524claude-sonnet-5-5
Select14.8s$0.04620claude-sonnet-5-5
Execute29.2s$0.1133332claude-sonnet-5-5

The call-by-call replay is not published for this run. Traces are large, so the repository keeps 9 of this run set’s 900 and leaves the rest out; the score, phases and final answer on this page come from the committed run record.

Runs you can replay

Record this cell yourself: npm run bench -- run --strategies propose-select --tasks support-major-incident --models claude-sonnet-5-5 --repeats 1

Score breakdown

  • passAn incident is open for the build pipeline
    1.00weight 0.04
  • passThe incident-command engineer on call now commands the incident
    1.00weight 0.08

    commander=E-401 (expected E-401)

  • passThe commander was paged
    1.00weight 0.04
  • passT-3101 linked to the incident
    1.00weight 0.04
  • passT-3101 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=open severity=sev1 due=2026-03-30T18:52:00Z (expected sev1, 2026-03-30T18:52:00Z)

  • passT-3102 linked to the incident
    1.00weight 0.04
  • passT-3102 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=open severity=sev1 due=2026-03-30T18:58:00Z (expected sev1, 2026-03-30T18:58:00Z)

  • passT-3103 linked to the incident
    1.00weight 0.04
  • passT-3103 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=open severity=sev1 due=2026-03-30T19:01:00Z (expected sev1, 2026-03-30T19:01:00Z)

  • passT-3104 linked to the incident
    1.00weight 0.04
  • passT-3104 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=open severity=sev1 due=2026-03-31T15:05:00Z (expected sev1, 2026-03-31T15:05:00Z)

  • passT-3105 linked to the incident
    1.00weight 0.04
  • passT-3105 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=open severity=sev1 due=2026-04-01T15:07:00Z (expected sev1, 2026-04-01T15:07:00Z)

  • passT-3106 linked to the incident
    1.00weight 0.04
  • passT-3106 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=new severity=sev1 due=2026-03-30T16:20:00Z (expected sev1, 2026-03-30T16:20:00Z)

  • passT-3109 linked to the incident
    1.00weight 0.04
  • passT-3109 kept open, raised to sev1 with its deadline intact
    1.00weight 0.02

    status=new severity=sev1 due=2026-03-30T16:20:00Z (expected sev1, 2026-03-30T16:20:00Z)

  • failT-3112 linked to the incident
    0.00weight 0.04
  • failT-3112 kept open, raised to sev1 with its deadline intact
    0.00weight 0.02

    status=new severity=unset due=- (expected sev1, 2026-03-30T16:20:00Z)

  • failT-3113 linked to the incident
    0.00weight 0.04
  • failT-3113 kept open, raised to sev1 with its deadline intact
    0.00weight 0.02

    status=open severity=sev3 due=2026-03-31T15:13:00Z (expected sev1, 2026-03-31T15:13:00Z)

  • failT-3114 linked to the incident
    0.00weight 0.04
  • failT-3114 kept open, raised to sev1 with its deadline intact
    0.00weight 0.02

    status=open severity=sev3 due=2026-03-31T15:16:00Z (expected sev1, 2026-03-31T15:16:00Z)

  • passThe engineer covering comms right now is the communications lead
    1.00weight 0.08

    comms=E-803 (expected E-803)

  • passA status update in the runbook form, with the next update due within 30 minutes
    1.00weight 0.08
  • passA postmortem ticket for the service, linked to the incident, due at close of business five business days on
    1.00weight 0.08

    T-3115 due=2026-04-08T17:00:00Z

Penalties

No penalties were applied.

Scorer metadata

tool calls
102
failed tool calls
0
distinct tools
20

Final answer

INC-1 is open for the company-wide build-runner outage, and I ran every step of the KB-40 runbook against it.

  • Runbook: KB-40 is the current runbook and KB-39 is superseded. I confirmed at 15:20Z that no incident existed and re-read the on-call rotas before paging.
  • Commander: I paged only E-401 Priya Raman (PG-1) and made her incident commander. She is on call for incident-command until 16:00Z.
  • Comms lead: E-803 Elif Demir. The comms on-call, E-801 Mia Laurent, is on sick leave today, so the backup rotation (comms-secondary) covers, and Elif is on call there now.
  • Linked tickets: T-3101, T-3102, T-3103, T-3104, T-3105, T-3106 and T-3109. All seven report no runners and are now sev1. T-3107 (a flaky test), T-3108 (a local Xcode failure) and T-3090 (already closed) are left out.
  • Deadlines: The five existing deadlines are unchanged. T-3106 and T-3109 had none, so each got 16:20Z, which is triage time plus the 60-minute sev1 target.
  • Status update: Published on INC-1: "Impact: company-wide, all CI builds failing, no runners available. Started: 14:52 UTC. Next update: 15:45 UTC." The next update is due by 15:45Z.
  • Postmortem: T-3115, on build-pipeline and linked to INC-1, is due 2026-04-08T17:00Z. That is close of business on the 5th business day, with Good Friday and Easter Monday skipped.

I did not merge, close or reassign anything, so T-3101 stays with E-101. T-3115 was created with severity unset, which I left as is.

Provenance of the numbers on this page

run set
scaffold-or-scale-v1
models
Haiku 4.5, Sonnet 5.5, Opus 5.5
effort
high
repeats
2
fixtures
replay
runs
900 / 900
strategy cost
$354.44
judge cost
$9.19
wall clock
9h 48m
git
fce5807b2d

Cost excludes judge calls, which are tracked separately so a scoring model never flatters or penalises an architecture. Every figure on this site is read from results/ at build time.