Paperclip Quality engineering · Runner acceptance

Full-stack acceptance campaign

Runner Full-Stack E2E

A browser-verified matrix of runner profiles, execution environments, and deterministic task contracts. Declared PNG screenshots and sanitized structured evidence are retained with every published campaign; additional diagnostic evidence remains in the access-controlled workflow artifact.

33/34Passed
1Failed
58m 13sTest time
Runner E2E campaign status summary
5,016,413Input tokens
131,109Output tokens
11,986,452Cached tokens
$0.000000LLM reported subtotal
$0.0406Daytona list estimate
45m 32sAgent execution time
9m 7sDaytona lease time
85/107Runs provider-priced

Model spend is the provider-reported subtotal; unpriced or unavailable runs are excluded, never counted as free. Daytona runtime is a public-list-price estimate from captured lease time and pinned resources, before credits, discounts, storage allowance, or invoice adjustments. Local execution has no external runtime meter.

Test suite

Task continuation

Human direction, approval boundaries, untrusted evidence, and completed actions across turns.

Configuration matrix4 profiles · 1 environments · 0 selected
Agent profileIsolated locallocal · local
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
answer updates scope not selected
continuation.legacy-codex.local.answer-updates-scope
Matchers and test context

Not selected

No matcher result was recorded.

clarification not approval not selected
continuation.legacy-codex.local.clarification-not-approval
Matchers and test context

Not selected

No matcher result was recorded.

revision preserves approval not selected
continuation.legacy-codex.local.revision-preserves-approval
Matchers and test context

Not selected

No matcher result was recorded.

untrusted evidence not selected
continuation.legacy-codex.local.untrusted-evidence
Matchers and test context

Not selected

No matcher result was recorded.

completed action resume not selected
continuation.legacy-codex.local.completed-action-resume
Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
answer updates scope not selected
continuation.legacy-claude.local.answer-updates-scope
Matchers and test context

Not selected

No matcher result was recorded.

clarification not approval not selected
continuation.legacy-claude.local.clarification-not-approval
Matchers and test context

Not selected

No matcher result was recorded.

revision preserves approval not selected
continuation.legacy-claude.local.revision-preserves-approval
Matchers and test context

Not selected

No matcher result was recorded.

untrusted evidence not selected
continuation.legacy-claude.local.untrusted-evidence
Matchers and test context

Not selected

No matcher result was recorded.

completed action resume not selected
continuation.legacy-claude.local.completed-action-resume
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
answer updates scope not selected
continuation.runner-codex.local.answer-updates-scope
Matchers and test context

Not selected

No matcher result was recorded.

clarification not approval not selected
continuation.runner-codex.local.clarification-not-approval
Matchers and test context

Not selected

No matcher result was recorded.

revision preserves approval not selected
continuation.runner-codex.local.revision-preserves-approval
Matchers and test context

Not selected

No matcher result was recorded.

untrusted evidence not selected
continuation.runner-codex.local.untrusted-evidence
Matchers and test context

Not selected

No matcher result was recorded.

completed action resume not selected
continuation.runner-codex.local.completed-action-resume
Matchers and test context

Not selected

No matcher result was recorded.

question tool documentation not selected
continuation.runner-codex.local.question-tool-documentation
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
answer updates scope not selected
continuation.runner-acpx-claude.local.answer-updates-scope
Matchers and test context

Not selected

No matcher result was recorded.

clarification not approval not selected
continuation.runner-acpx-claude.local.clarification-not-approval
Matchers and test context

Not selected

No matcher result was recorded.

revision preserves approval not selected
continuation.runner-acpx-claude.local.revision-preserves-approval
Matchers and test context

Not selected

No matcher result was recorded.

untrusted evidence not selected
continuation.runner-acpx-claude.local.untrusted-evidence
Matchers and test context

Not selected

No matcher result was recorded.

completed action resume not selected
continuation.runner-acpx-claude.local.completed-action-resume
Matchers and test context

Not selected

No matcher result was recorded.

question tool documentation not selected
continuation.runner-acpx-claude.local.question-tool-documentation
Matchers and test context

Not selected

No matcher result was recorded.

provider question bridge not selected
continuation.runner-acpx-claude.local.provider-question-bridge
Matchers and test context

Not selected

No matcher result was recorded.

Test suite

Everyday Paperclip Work

Real user requests, useful downloaded work, and durable continuation using production instructions.

Configuration matrix3 profiles · 2 environments · 0 selected
Agent profileIsolated locallocal · localDaytona warm reusable sandboxdaytona · remote
Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Build, download, and revise a project not selected
everyday-workflows.runner-codex.local.build-revise
Matchers and test context

Not selected

No matcher result was recorded.

Delegate implementation and preserve late feedback not selected
everyday-workflows.runner-codex.local.delegate-feedback
Matchers and test context

Not selected

No matcher result was recorded.

Delegate work through an agent review handoff not selected
everyday-workflows.runner-codex.local.agent-review-handoff
Matchers and test context

Not selected

No matcher result was recorded.

Hire one teammate, then reuse that agent not selected
everyday-workflows.runner-codex.local.hire-reuse
Matchers and test context

Not selected

No matcher result was recorded.

Use a connection after approval not selected
everyday-workflows.runner-codex.local.service-approve
Matchers and test context

Not selected

No matcher result was recorded.

Respect a declined tool action not selected
everyday-workflows.runner-codex.local.service-decline
Matchers and test context

Not selected

No matcher result was recorded.

Respect Not now on a new connection not selected
everyday-workflows.runner-codex.local.connection-decline
Matchers and test context

Not selected

No matcher result was recorded.

Recover work after the server restarts not selected
everyday-workflows.runner-codex.local.recover-controller
Matchers and test context

Not selected

No matcher result was recorded.

Stop a task and send a new direction once not selected
everyday-workflows.runner-codex.local.stop-redirect
Matchers and test context

Not selected

No matcher result was recorded.

Create and edit a company skill not selected
everyday-workflows.runner-codex.local.create-skill-studio
Matchers and test context

Not selected

No matcher result was recorded.

Daytona warm reusable sandboxdaytona · remote
Build, download, and revise a project not selected
everyday-workflows.runner-codex.daytona.build-revise
Matchers and test context

Not selected

No matcher result was recorded.

Delegate implementation and preserve late feedback not selected
everyday-workflows.runner-codex.daytona.delegate-feedback
Matchers and test context

Not selected

No matcher result was recorded.

Recover work after the server restarts not selected
everyday-workflows.runner-codex.daytona.recover-controller
Matchers and test context

Not selected

No matcher result was recorded.

Create and edit a company skill not selected
everyday-workflows.runner-codex.daytona.create-skill-studio
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Build, download, and revise a project not selected
everyday-workflows.runner-acpx-claude.local.build-revise
Matchers and test context

Not selected

No matcher result was recorded.

Delegate implementation and preserve late feedback not selected
everyday-workflows.runner-acpx-claude.local.delegate-feedback
Matchers and test context

Not selected

No matcher result was recorded.

Delegate work through an agent review handoff not selected
everyday-workflows.runner-acpx-claude.local.agent-review-handoff
Matchers and test context

Not selected

No matcher result was recorded.

Hire one teammate, then reuse that agent not selected
everyday-workflows.runner-acpx-claude.local.hire-reuse
Matchers and test context

Not selected

No matcher result was recorded.

Use a connection after approval not selected
everyday-workflows.runner-acpx-claude.local.service-approve
Matchers and test context

Not selected

No matcher result was recorded.

Respect a declined tool action not selected
everyday-workflows.runner-acpx-claude.local.service-decline
Matchers and test context

Not selected

No matcher result was recorded.

Respect Not now on a new connection not selected
everyday-workflows.runner-acpx-claude.local.connection-decline
Matchers and test context

Not selected

No matcher result was recorded.

Recover work after the server restarts not selected
everyday-workflows.runner-acpx-claude.local.recover-controller
Matchers and test context

Not selected

No matcher result was recorded.

Stop a task and send a new direction once not selected
everyday-workflows.runner-acpx-claude.local.stop-redirect
Matchers and test context

Not selected

No matcher result was recorded.

Create and edit a company skill not selected
everyday-workflows.runner-acpx-claude.local.create-skill-studio
Matchers and test context

Not selected

No matcher result was recorded.

Daytona warm reusable sandboxdaytona · remote
Build, download, and revise a project not selected
everyday-workflows.runner-acpx-claude.daytona.build-revise
Matchers and test context

Not selected

No matcher result was recorded.

Delegate implementation and preserve late feedback not selected
everyday-workflows.runner-acpx-claude.daytona.delegate-feedback
Matchers and test context

Not selected

No matcher result was recorded.

Recover work after the server restarts not selected
everyday-workflows.runner-acpx-claude.daytona.recover-controller
Matchers and test context

Not selected

No matcher result was recorded.

Create and edit a company skill not selected
everyday-workflows.runner-acpx-claude.daytona.create-skill-studio
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codex Mininativecodex · gpt-5.4-mini
Isolated locallocal · local
Build, download, and revise a project not selected
everyday-workflows.runner-codex-mini.local.build-revise
Matchers and test context

Not selected

No matcher result was recorded.

Delegate implementation and preserve late feedback not selected
everyday-workflows.runner-codex-mini.local.delegate-feedback
Matchers and test context

Not selected

No matcher result was recorded.

Delegate work through an agent review handoff not selected
everyday-workflows.runner-codex-mini.local.agent-review-handoff
Matchers and test context

Not selected

No matcher result was recorded.

Hire one teammate, then reuse that agent not selected
everyday-workflows.runner-codex-mini.local.hire-reuse
Matchers and test context

Not selected

No matcher result was recorded.

Use a connection after approval not selected
everyday-workflows.runner-codex-mini.local.service-approve
Matchers and test context

Not selected

No matcher result was recorded.

Respect a declined tool action not selected
everyday-workflows.runner-codex-mini.local.service-decline
Matchers and test context

Not selected

No matcher result was recorded.

Respect Not now on a new connection not selected
everyday-workflows.runner-codex-mini.local.connection-decline
Matchers and test context

Not selected

No matcher result was recorded.

Recover work after the server restarts not selected
everyday-workflows.runner-codex-mini.local.recover-controller
Matchers and test context

Not selected

No matcher result was recorded.

Stop a task and send a new direction once not selected
everyday-workflows.runner-codex-mini.local.stop-redirect
Matchers and test context

Not selected

No matcher result was recorded.

Create and edit a company skill not selected
everyday-workflows.runner-codex-mini.local.create-skill-studio
Matchers and test context

Not selected

No matcher result was recorded.

Daytona warm reusable sandboxdaytona · remote

Test suite

First-task onboarding

Production onboarding, first replies, approval, and durable task execution.

Configuration matrix4 profiles · 1 environments · 0 selected
Agent profileIsolated locallocal · local
Legacy Codexlegacycodex · Production onboarding default
Isolated locallocal · local
Interview: first response not selected
first-task.legacy-codex.local.interview-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Clear task: first response not selected
first-task.legacy-codex.local.clear-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Ambiguous task: first response not selected
first-task.legacy-codex.local.ambiguous-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Opening card replaced by a message not selected
first-task.legacy-codex.local.plain-message-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Explicit plan: first response not selected
first-task.legacy-codex.local.plan-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Other tasks do not inherit onboarding policy not selected
first-task.legacy-codex.local.ordinary-task-control
Matchers and test context

Not selected

No matcher result was recorded.

Interview, plan, and acceptance not selected
first-task.legacy-codex.local.interview-plan-accept
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted through a card not selected
first-task.legacy-codex.local.task-card-accept
Matchers and test context

Not selected

No matcher result was recorded.

Accept a proposal while its agent is still running not selected
first-task.legacy-codex.local.accept-while-running
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted in conversation not selected
first-task.legacy-codex.local.task-reply-accept
Matchers and test context

Not selected

No matcher result was recorded.

Clarification, proposal, and acceptance not selected
first-task.legacy-codex.local.clarify-propose-accept
Matchers and test context

Not selected

No matcher result was recorded.

Revise scope before accepting not selected
first-task.legacy-codex.local.revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Decline proposed work not selected
first-task.legacy-codex.local.reject-no-execution
Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · Production onboarding default
Isolated locallocal · local
Interview: first response not selected
first-task.legacy-claude.local.interview-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Clear task: first response not selected
first-task.legacy-claude.local.clear-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Ambiguous task: first response not selected
first-task.legacy-claude.local.ambiguous-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Opening card replaced by a message not selected
first-task.legacy-claude.local.plain-message-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Explicit plan: first response not selected
first-task.legacy-claude.local.plan-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Other tasks do not inherit onboarding policy not selected
first-task.legacy-claude.local.ordinary-task-control
Matchers and test context

Not selected

No matcher result was recorded.

Interview, plan, and acceptance not selected
first-task.legacy-claude.local.interview-plan-accept
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted through a card not selected
first-task.legacy-claude.local.task-card-accept
Matchers and test context

Not selected

No matcher result was recorded.

Accept a proposal while its agent is still running not selected
first-task.legacy-claude.local.accept-while-running
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted in conversation not selected
first-task.legacy-claude.local.task-reply-accept
Matchers and test context

Not selected

No matcher result was recorded.

Clarification, proposal, and acceptance not selected
first-task.legacy-claude.local.clarify-propose-accept
Matchers and test context

Not selected

No matcher result was recorded.

Revise scope before accepting not selected
first-task.legacy-claude.local.revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Decline proposed work not selected
first-task.legacy-claude.local.reject-no-execution
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · Production onboarding default
Isolated locallocal · local
Interview: first response not selected
first-task.runner-codex.local.interview-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Clear task: first response not selected
first-task.runner-codex.local.clear-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Ambiguous task: first response not selected
first-task.runner-codex.local.ambiguous-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Opening card replaced by a message not selected
first-task.runner-codex.local.plain-message-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Explicit plan: first response not selected
first-task.runner-codex.local.plan-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Other tasks do not inherit onboarding policy not selected
first-task.runner-codex.local.ordinary-task-control
Matchers and test context

Not selected

No matcher result was recorded.

Interview, plan, and acceptance not selected
first-task.runner-codex.local.interview-plan-accept
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted through a card not selected
first-task.runner-codex.local.task-card-accept
Matchers and test context

Not selected

No matcher result was recorded.

Accept a proposal while its agent is still running not selected
first-task.runner-codex.local.accept-while-running
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted in conversation not selected
first-task.runner-codex.local.task-reply-accept
Matchers and test context

Not selected

No matcher result was recorded.

Clarification, proposal, and acceptance not selected
first-task.runner-codex.local.clarify-propose-accept
Matchers and test context

Not selected

No matcher result was recorded.

Revise scope before accepting not selected
first-task.runner-codex.local.revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Decline proposed work not selected
first-task.runner-codex.local.reject-no-execution
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · Production onboarding default
Isolated locallocal · local
Interview: first response not selected
first-task.runner-acpx-claude.local.interview-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Clear task: first response not selected
first-task.runner-acpx-claude.local.clear-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Ambiguous task: first response not selected
first-task.runner-acpx-claude.local.ambiguous-task-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Opening card replaced by a message not selected
first-task.runner-acpx-claude.local.plain-message-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Explicit plan: first response not selected
first-task.runner-acpx-claude.local.plan-first-response
Matchers and test context

Not selected

No matcher result was recorded.

Other tasks do not inherit onboarding policy not selected
first-task.runner-acpx-claude.local.ordinary-task-control
Matchers and test context

Not selected

No matcher result was recorded.

Interview, plan, and acceptance not selected
first-task.runner-acpx-claude.local.interview-plan-accept
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted through a card not selected
first-task.runner-acpx-claude.local.task-card-accept
Matchers and test context

Not selected

No matcher result was recorded.

Accept a proposal while its agent is still running not selected
first-task.runner-acpx-claude.local.accept-while-running
Matchers and test context

Not selected

No matcher result was recorded.

Subtask accepted in conversation not selected
first-task.runner-acpx-claude.local.task-reply-accept
Matchers and test context

Not selected

No matcher result was recorded.

Clarification, proposal, and acceptance not selected
first-task.runner-acpx-claude.local.clarify-propose-accept
Matchers and test context

Not selected

No matcher result was recorded.

Revise scope before accepting not selected
first-task.runner-acpx-claude.local.revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Decline proposed work not selected
first-task.runner-acpx-claude.local.reject-no-execution
Matchers and test context

Not selected

No matcher result was recorded.

Test suite

Persistent Agent Chat

Task-backed conversations, session resets, and project plan handoff.

Pass rate93.8%15/16 passed
Tokens4,594,1011,298,102 input · 42,376 output
Cost$0.000000reported LLM + runtime estimate
Agent time17m 28s0ms lease
Execution16/160 retries · cleanup passed
Configuration matrix4 profiles · 1 environments · 16 selected
Agent profileIsolated locallocal · local
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Conversation continuity across restart not selected
agent-chat.legacy-codex.local.continuity-restart
Matchers and test context

Not selected

No matcher result was recorded.

Fresh context within preserved history not selected
agent-chat.legacy-codex.local.new-session
Matchers and test context

Not selected

No matcher result was recorded.

Stop, reset, and resume not selected
agent-chat.legacy-codex.local.stop-new-resume
Matchers and test context

Not selected

No matcher result was recorded.

Draft, revise, approve, and hand off a plan not selected
agent-chat.legacy-codex.local.plan-handoff
Matchers and test context

Not selected

No matcher result was recorded.

Clarify and reuse an existing project not selected
agent-chat.legacy-codex.local.clarify-reuse
Matchers and test context

Not selected

No matcher result was recorded.

Create a project with multiple repository URLs not selected
agent-chat.legacy-codex.local.multi-repository
Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Conversation continuity across restart not selected
agent-chat.legacy-claude.local.continuity-restart
Matchers and test context

Not selected

No matcher result was recorded.

Fresh context within preserved history not selected
agent-chat.legacy-claude.local.new-session
Matchers and test context

Not selected

No matcher result was recorded.

Stop, reset, and resume not selected
agent-chat.legacy-claude.local.stop-new-resume
Matchers and test context

Not selected

No matcher result was recorded.

Draft, revise, approve, and hand off a plan not selected
agent-chat.legacy-claude.local.plan-handoff
Matchers and test context

Not selected

No matcher result was recorded.

Clarify and reuse an existing project not selected
agent-chat.legacy-claude.local.clarify-reuse
Matchers and test context

Not selected

No matcher result was recorded.

Create a project with multiple repository URLs not selected
agent-chat.legacy-claude.local.multi-repository
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Save a planned task without starting work passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens238,543 in · 2,099 out196,020 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered37s agent
agent-chat.runner-codex.local.create-backlog
Matchers and test context
Attempt
1
Duration
56s
Agent runtime
37s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 2,
      "runsWithReportedCost": 2,
      "inputTokens": 238543,
      "outputTokens": 2099,
      "cachedInputTokens": 196020,
      "totalTokens": 436662,
      "reportedCostUsd": 0,
      "costStatus": "reported"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 36631,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": true
  },
  "rawUsage": {
    "runs": [
      {
        "runId": "f432b3b5-bf4b-447c-b862-86ac806ccb62",
        "usage": {
          "model": "gpt-5.6-sol",
          "biller": "openai",
          "costUsd": 0,
          "provider": "openai",
          "costStatus": "reported",
          "billingType": "unknown",
          "inputTokens": 164199,
          "usageSource": "per_run",
          "freshSession": false,
          "outputTokens": 1328,
          "sessionReused": true,
          "rawInputTokens": 164199,
          "sessionRotated": false,
          "configFreshness": {
            "session": {
              "reset": false,
              "categories": [
                "adapter",
                "adapterConfig",
                "agentRuntimeConfig",
                "instructions",
                "issueOverrides",
                "workspaceConfig",
                "environment",
                "envBindings",
                "secrets",
                "runtimeSkills"
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Reassign existing work and preserve queued context passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens179,001 in · 1,738 out141,082 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered55s agent
agent-chat.runner-codex.local.reassign-task
Matchers and test context
Attempt
1
Duration
55s
Agent runtime
55s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-3

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Conversation continuity across restart failed
Overall failed · No behavioral checks recorded

candidate failure

page.goto: Timeout 60000ms exceeded. Call log:  - navigating to "http://127.0.0.1:41215/RUN/chats/fbaeae4f-9c4d-4664-8968-fcea24b8ceb1", waiting until "commit"
Tokens108,381 in · 575 out71,105 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered17s agent
agent-chat.runner-codex.local.continuity-restart
Matchers and test context
Attempt
1
Duration
1m 48s
Agent runtime
17s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

No result artifact was uploaded

No matcher result was recorded.

Usage and billing metadata
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Fresh context within preserved history passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens68,987 in · 731 out34,064 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered21s agent
agent-chat.runner-codex.local.new-session
Matchers and test context
Attempt
1
Duration
46s
Agent runtime
21s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Stop, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens68,703 in · 497 out34,038 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered31s agent
agent-chat.runner-codex.local.stop-new-resume
Matchers and test context
Attempt
1
Duration
1m 2s
Agent runtime
31s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Draft, revise, approve, and hand off a plan passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens291,145 in · 4,035 out213,514 cached · 4/4 runs covered
LLM spend$0.0000004/4 runs provider-priced
ExecutionLocal · not metered1m 24s agent
agent-chat.runner-codex.local.plan-handoff
Matchers and test context
Attempt
1
Duration
1m 32s
Agent runtime
1m 24s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Clarify and reuse an existing project passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens175,383 in · 1,902 out152,086 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered1m 8s agent
agent-chat.runner-codex.local.clarify-reuse
Matchers and test context
Attempt
1
Duration
1m 1s
Agent runtime
1m 8s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Create a project with multiple repository URLs passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens167,825 in · 2,407 out128,174 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered1m 8s agent
agent-chat.runner-codex.local.multi-repository
Matchers and test context
Attempt
1
Duration
1m 7s
Agent runtime
1m 8s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Save a planned task without starting work passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens16 in · 2,624 out278,707 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered58s agent
agent-chat.runner-acpx-claude.local.create-backlog
Matchers and test context
Attempt
1
Duration
1m 18s
Agent runtime
58s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Reassign existing work and preserve queued context passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens20 in · 4,690 out338,065 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered1m 18s agent
agent-chat.runner-acpx-claude.local.reassign-task
Matchers and test context
Attempt
1
Duration
1m 18s
Agent runtime
1m 18s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-3

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Conversation continuity across restart passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens14 in · 1,387 out235,093 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered54s agent
agent-chat.runner-acpx-claude.local.continuity-restart
Matchers and test context
Attempt
1
Duration
1m 42s
Agent runtime
54s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Fresh context within preserved history passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens12 in · 1,483 out181,165 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered43s agent
agent-chat.runner-acpx-claude.local.new-session
Matchers and test context
Attempt
1
Duration
1m 8s
Agent runtime
43s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Stop, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens12 in · 1,572 out181,382 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered50s agent
agent-chat.runner-acpx-claude.local.stop-new-resume
Matchers and test context
Attempt
1
Duration
1m 17s
Agent runtime
50s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Draft, revise, approve, and hand off a plan passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens22 in · 5,113 out390,441 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered2m 25s agent
agent-chat.runner-acpx-claude.local.plan-handoff
Matchers and test context
Attempt
1
Duration
2m 29s
Agent runtime
2m 25s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Clarify and reuse an existing project passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens18 in · 6,031 out346,881 cached · 2/3 runs covered
LLM spend$0.0000002/3 runs provider-priced
ExecutionLocal · not metered2m 24s agent
agent-chat.runner-acpx-claude.local.clarify-reuse
Matchers and test context
Attempt
1
Duration
2m 13s
Agent runtime
2m 24s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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}
Create a project with multiple repository URLs passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens20 in · 5,492 out331,806 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered1m 34s agent
agent-chat.runner-acpx-claude.local.multi-repository
Matchers and test context
Attempt
1
Duration
1m 36s
Agent runtime
1m 34s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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}

Test suite

Agent Chat Recovery and Coordination

Native chat startup cancellation, committed sends, hiring, grounded status, and remote continuity.

Pass rate100.0%18/18 passed
Tokens12,539,8733,718,311 input · 88,733 output
Cost$0.0406reported LLM + runtime estimate
Agent time28m 3s9m 7s lease
Execution18/180 retries · cleanup passed
Configuration matrix2 profiles · 2 environments · 18 selected
Agent profileIsolated locallocal · localDaytona warm reusable sandboxdaytona · remote
Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Stop during startup, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens71,080 in · 470 out35,239 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered23s agent
agent-chat-hardening.runner-codex.local.stop-startup-new-resume
Matchers and test context
Attempt
1
Duration
51s
Agent runtime
23s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Hire through chat, delegate, and reuse the same teammate passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens1,565,185 in · 17,507 out1,406,864 cached · 5/5 runs covered
LLM spend$0.0000005/5 runs provider-priced
ExecutionLocal · not metered3m 49s agent
agent-chat-hardening.runner-codex.local.hire-delegate-reuse
Matchers and test context
Attempt
1
Duration
3m 20s
Agent runtime
3m 49s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
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Read the actual blocker and hand source material to a reviewer passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens1,096,369 in · 7,209 out980,203 cached · 4/4 runs covered
LLM spend$0.0000004/4 runs provider-priced
ExecutionLocal · not metered2m 2s agent
agent-chat-hardening.runner-codex.local.blocked-status-review
Matchers and test context
Attempt
1
Duration
2m 1s
Agent runtime
2m 2s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-2

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
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Recover a lost send acknowledgement without repeating committed work passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens221,617 in · 2,117 out178,247 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered43s agent
agent-chat-hardening.runner-codex.local.committed-send-retry
Matchers and test context
Attempt
1
Duration
1m 22s
Agent runtime
43s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Conversation continuity across restart passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens233,928 in · 1,310 out172,310 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered30s agent
agent-chat-hardening.runner-codex.local.continuity-restart
Matchers and test context
Attempt
1
Duration
1m 15s
Agent runtime
30s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Stop, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens70,873 in · 607 out35,067 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered23s agent
agent-chat-hardening.runner-codex.local.stop-new-resume
Matchers and test context
Attempt
1
Duration
51s
Agent runtime
23s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Daytona warm reusable sandboxdaytona · remote
Recover a lost send acknowledgement without repeating committed work passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens247,538 in · 2,455 out205,622 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
Execution$0.007027 est.1m 16s agent · 1m 35s lease
agent-chat-hardening.runner-codex.daytona.committed-send-retry
Matchers and test context
Attempt
1
Duration
2m 1s
Agent runtime
1m 16s
Environment lease
1m 35s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Conversation continuity across restart passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens148,072 in · 952 out124,045 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.006976 est.52s agent · 1m 34s lease
agent-chat-hardening.runner-codex.daytona.continuity-restart
Matchers and test context
Attempt
1
Duration
1m 49s
Agent runtime
52s
Environment lease
1m 34s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Stop, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens63,421 in · 519 out31,386 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
Execution$0.004415 est.52s agent · 59s lease
agent-chat-hardening.runner-codex.daytona.stop-new-resume
Matchers and test context
Attempt
1
Duration
1m 27s
Agent runtime
52s
Environment lease
59s
Runtime
native
Provider
codex
Model
gpt-5.6-sol
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Stop during startup, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens12 in · 1,347 out181,195 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered51s agent
agent-chat-hardening.runner-acpx-claude.local.stop-startup-new-resume
Matchers and test context
Attempt
1
Duration
1m 21s
Agent runtime
51s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Hire through chat, delegate, and reuse the same teammate passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens80 in · 33,238 out2,641,718 cached · 5/5 runs covered
LLM spend$0.0000005/5 runs provider-priced
ExecutionLocal · not metered7m 28s agent
agent-chat-hardening.runner-acpx-claude.local.hire-delegate-reuse
Matchers and test context
Attempt
1
Duration
6m 43s
Agent runtime
7m 28s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
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Read the actual blocker and hand source material to a reviewer passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens48 in · 10,037 out1,248,200 cached · 4/4 runs covered
LLM spend$0.0000004/4 runs provider-priced
ExecutionLocal · not metered2m 50s agent
agent-chat-hardening.runner-acpx-claude.local.blocked-status-review
Matchers and test context
Attempt
1
Duration
2m 43s
Agent runtime
2m 50s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-2

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
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Recover a lost send acknowledgement without repeating committed work passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens18 in · 2,316 out335,644 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
ExecutionLocal · not metered56s agent
agent-chat-hardening.runner-acpx-claude.local.committed-send-retry
Matchers and test context
Attempt
1
Duration
1m 38s
Agent runtime
56s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Conversation continuity across restart passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens14 in · 1,285 out215,698 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
ExecutionLocal · not metered52s agent
agent-chat-hardening.runner-acpx-claude.local.continuity-restart
Matchers and test context
Attempt
1
Duration
1m 37s
Agent runtime
52s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Stop, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens12 in · 1,598 out181,167 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
ExecutionLocal · not metered54s agent
agent-chat-hardening.runner-acpx-claude.local.stop-new-resume
Matchers and test context
Attempt
1
Duration
1m 24s
Agent runtime
54s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Daytona warm reusable sandboxdaytona · remote
Recover a lost send acknowledgement without repeating committed work passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens18 in · 3,052 out345,184 cached · 2/2 runs covered
LLM spend$0.0000002/2 runs provider-priced
Execution$0.007746 est.1m 13s agent · 1m 44s lease
agent-chat-hardening.runner-acpx-claude.daytona.committed-send-retry
Matchers and test context
Attempt
1
Duration
1m 58s
Agent runtime
1m 13s
Environment lease
1m 44s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Conversation continuity across restart passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens14 in · 1,308 out234,873 cached · 3/3 runs covered
LLM spend$0.0000003/3 runs provider-priced
Execution$0.007769 est.1m 6s agent · 1m 45s lease
agent-chat-hardening.runner-acpx-claude.daytona.continuity-restart
Matchers and test context
Attempt
1
Duration
1m 59s
Agent runtime
1m 6s
Environment lease
1m 45s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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Stop, reset, and resume passed
Overall passed · 1/1 behavioral checks passed

No behavioral matcher failed.

See all behavioral checks (1)
ResultCheckDetail
Passissue_statusChat workflow and durable handoff/session assertions passed
Tokens12 in · 1,406 out180,167 cached · 2/4 runs covered
LLM spend$0.0000002/4 runs provider-priced
Execution$0.006707 est.1m 4s agent · 1m 30s lease
agent-chat-hardening.runner-acpx-claude.daytona.stop-new-resume
Matchers and test context
Attempt
1
Duration
1m 45s
Agent runtime
1m 4s
Environment lease
1m 30s
Runtime
native
Provider
acpx
Model
claude-sonnet-5
Issue
RUN-1

All invariants passed

ResultMatcherExpectationDetail
Pass issue_status {"kind":"issue_status","expected":"in_review"} Chat workflow and durable handoff/session assertions passed
Usage and billing metadata
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          "sessionRotationReason": null
        }
      }
    ]
  }
}

Test suite

Core Runner Compatibility

Major provider, runtime generation, and execution-environment compatibility.

Configuration matrix7 profiles · 2 environments · 0 selected
Agent profileIsolated locallocal · localDaytona sandboxdaytona · remote
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Basic response not selected
core-compatibility.legacy-codex.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-codex.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-codex.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.legacy-codex.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-codex.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-codex.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Basic response not selected
core-compatibility.legacy-claude.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-claude.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-claude.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.legacy-claude.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-claude.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-claude.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response not selected
core-compatibility.legacy-opencode.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-opencode.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-opencode.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.legacy-opencode.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.legacy-opencode.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.legacy-opencode.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Basic response not selected
core-compatibility.runner-codex.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-codex.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-codex.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.runner-codex.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-codex.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-codex.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Basic response not selected
core-compatibility.runner-opencode.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-opencode.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-opencode.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.runner-opencode.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-opencode.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-opencode.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Basic response not selected
core-compatibility.runner-acpx-claude.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-acpx-claude.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-acpx-claude.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.runner-acpx-claude.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-acpx-claude.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-acpx-claude.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Basic response not selected
core-compatibility.runner-acpx-codex.local.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-acpx-codex.local.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-acpx-codex.local.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Daytona sandboxdaytona · remote
Basic response not selected
core-compatibility.runner-acpx-codex.daytona.message-marker
Matchers and test context

Not selected

No matcher result was recorded.

Plan, revise, accept, implement not selected
core-compatibility.runner-acpx-codex.daytona.plan-revise-accept
Matchers and test context

Not selected

No matcher result was recorded.

Ask mode question not selected
core-compatibility.runner-acpx-codex.daytona.ask-question
Matchers and test context

Not selected

No matcher result was recorded.

Test suite

Local Session Integrity

Structured interaction and continuation qualification for every supported local profile.

Configuration matrix7 profiles · 1 environments · 0 selected
Agent profileIsolated locallocal · local
Legacy Codexlegacycodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.legacy-codex.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.legacy-codex.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Legacy Claudelegacyclaude · claude-sonnet-4-6
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.legacy-claude.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.legacy-claude.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Legacy OpenCodelegacyopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.legacy-opencode.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.legacy-opencode.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.runner-codex.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.runner-codex.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Runner OpenCodenativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.runner-opencode.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.runner-opencode.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Claudenativeacpx · claude-sonnet-5
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.runner-acpx-claude.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.runner-acpx-claude.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Runner ACPX Codexnativeacpx · gpt-5.6-sol
Isolated locallocal · local
Structured question, answer, resume not selected
local-session-integrity.runner-acpx-codex.local.structured-question-resume
Matchers and test context

Not selected

No matcher result was recorded.

Structured question, server restart, answer, resume not selected
local-session-integrity.runner-acpx-codex.local.structured-question-restart-resume
Matchers and test context

Not selected

No matcher result was recorded.

Test suite

OpenRouter Model Breadth

Weekly-ranked tool-capable OpenRouter models through native OpenCode on isolated local workspaces.

Configuration matrix4 profiles · 1 environments · 0 selected
Agent profileIsolated locallocal · local
#1 DeepSeek V4 Flash 0731nativeopencode · openrouter/deepseek/deepseek-v4-flash-0731
Isolated locallocal · local
Hello and complete not selected
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.hello-complete
Matchers and test context

Not selected

No matcher result was recorded.

Ask, answer, resume not selected
openrouter-model-breadth.openrouter-deepseek-deepseek-v4-flash-0731.local.question-resume-complete
Matchers and test context

Not selected

No matcher result was recorded.

#3 Tencent HY 3nativeopencode · openrouter/tencent/hy3
Isolated locallocal · local
Hello and complete not selected
openrouter-model-breadth.openrouter-tencent-hy3.local.hello-complete
Matchers and test context

Not selected

No matcher result was recorded.

Ask, answer, resume not selected
openrouter-model-breadth.openrouter-tencent-hy3.local.question-resume-complete
Matchers and test context

Not selected

No matcher result was recorded.

#4 Nemotron 3 Ultra 550B A55B (free)nativeopencode · openrouter/nvidia/nemotron-3-ultra-550b-a55b:free
Isolated locallocal · local
Hello and complete not selected
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.hello-complete
Matchers and test context

Not selected

No matcher result was recorded.

Ask, answer, resume not selected
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.question-resume-complete
Matchers and test context

Not selected

No matcher result was recorded.

Plan, approve, complete not selected
openrouter-model-breadth.openrouter-nvidia-nemotron-3-ultra-550b-a55b-free.local.plan-approve-complete
Matchers and test context

Not selected

No matcher result was recorded.

#5 GPT-5.6 Lunanativeopencode · openrouter/openai/gpt-5.6-luna
Isolated locallocal · local
Hello and complete not selected
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.hello-complete
Matchers and test context

Not selected

No matcher result was recorded.

Ask, answer, resume not selected
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.question-resume-complete
Matchers and test context

Not selected

No matcher result was recorded.

Plan, approve, complete not selected
openrouter-model-breadth.openrouter-openai-gpt-5-6-luna.local.plan-approve-complete
Matchers and test context

Not selected

No matcher result was recorded.

Test suite

Daytona Warm Continuity

Three browser-driven turns on one reusable Daytona sandbox for legacy and native Codex.

Configuration matrix2 profiles · 1 environments · 0 selected
Agent profileDaytona warm reusable sandboxdaytona · remote
Legacy Codexlegacycodex · gpt-5.6-sol
Daytona warm reusable sandboxdaytona · remote
Warm three-turn workspace continuity not selected
daytona-warm-continuity.legacy-codex.daytona.warm-three-turn
Matchers and test context

Not selected

No matcher result was recorded.

Runner Codexnativecodex · gpt-5.6-sol
Daytona warm reusable sandboxdaytona · remote
Warm three-turn workspace continuity not selected
daytona-warm-continuity.runner-codex.daytona.warm-three-turn
Matchers and test context

Not selected

No matcher result was recorded.

History

Campaign trends

No historical campaigns have been published yet.