Full-stack acceptance campaign

Runner Full-Stack E2E

Results across runner profiles and execution environments. Declared PNG screenshots and normalized results are retained with every published campaign; additional diagnostic evidence remains in the access-controlled workflow artifact.

2026-10-28T04:26:49.765Z81bba1ddSource run ↗Campaign summary ↗

0/4Passed
4Failed
15m 25sSummed attempt time
Campaign notes and coverage
# Current production chat evaluation: first four final corrections

This is a partial snapshot of run [40630370749](https://github.com/paperclipai/paperclip/actions/runs/40630370749), source `81bba1dd0d4f77448bf4c5e360f3c78760e34ce2`, production baseline `39e811c9c5226979fce42e052a27cfb28301018a`. Exact configured model: `openrouter/deepseek/deepseek-v4.1-flash-1017` through OpenCode/OpenRouter.

## What actually works on the current production baseline

| Actual human request | Observed end-to-end state proof | Existing evidence page |
| --- | --- | --- |
| Have Morgan report to Riley from now on. | Saved manager change and organization view; relevant assignment and company invariants retained, 9/9 checks. | [Pilot](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-40620786554-1-five-report/) |
| Archive the Launch project but keep its history. | Actual archived project with readable retained history, 10/10 checks. | [Pilot](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-40620786554-1-five-report/) |
| Save a short implementation plan on the website task. | Versioned plan saved on the intended task, actual document link and substantive brief facts retained, 9/9 checks. | [Twelve-case report](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-40624431756-1-full12-report/) |
| Fix the confusing pricing paragraph and resolve my comment. | Actual anchored document edit and correct annotation resolution, unrelated feedback preserved, 9/9 checks. | [Twelve-case report](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-40624431756-1-full12-report/) |

These four are measured passes on production39e. [The full 244-scenario coverage inventory and prerequisite lists](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-40584967834-1-final34-report/) remain inspectable in the preceding historical report. Its old outcomes are historical, not extra current-baseline passes. Current measured outcomes and counts are below.

## First four final-correction outcomes

The first four selected final corrections all failed. Their original outcomes and prior attempts remain unchanged; these four final allowances are exhausted. All four completed cleanup and have evidence manifests with no leaks or missing files. The remaining 36 selected cells are held and unmeasured; queued jobs consume no scenario attempt. This snapshot does not establish a shared provider outage or transport cause.

| Scenario | Actual outcome and stage | Evidence-supported cause or limitation | Remaining correction |
| --- | --- | --- | --- |
| cases.browse-cases | FAIL; actual native succeeded | Correct C1/C2 plaintext results and excluded done C3, but the rendered reply had no usable case links. A separate UI propagation defect is being addressed; this result remains failed. | 0 |
| agents.managed-profile | FAIL; canonical query sent, native still running at phase deadline | Empty reply; no terminal error observed. No provider cause established. | 0 |
| budgets-costs.spend-breakdown | FAIL; main native succeeded | Reply reported repeated basic MCP request timeouts and did not supply the actual agent breakdown/incomplete-total outcome. Retained handler results exist; the delivery boundary/cause is unresolved. Warmup did not show the same markers. | 0 |
| budgets-costs.resolve-budget | FAIL; canonical query sent, native succeeded | Required honest incident guidance was absent; reply empty. No request-timeout marker in the retained normal log, and no provider cause established. | 0 |

## Current baseline coverage

Across the five-case pilot, twelve initial journeys, and these four final corrections: **21 distinct scenarios measured: 4 passed, 17 failed, 223 not measured on this production baseline**, totaling 244. There are 21 actual measurements on this refreshed baseline. Historical measurements and passes from earlier production/model lanes remain separate.

Current passing scenarios are `agents.change-manager`, `projects.archive-project`, `documents-artifacts.write-plan`, and `documents-artifacts.resolve-feedback`. A pass represents its actual tested end-to-end outcome, not coverage for other unrun scenarios. The previous official [twelve-case report](https://d1p6rlowie26tp.cloudfront.net/runner-e2e/campaigns/gha-40624431756-1-full12-report/) retains the complete preceding measured outcomes.

Unmeasured includes the 36 held cells of this manifest plus other unrun journeys, explicit invitation/core dependencies, external prerequisites, and incomplete or blocked public paths. None is counted as a pass or manufactured failure. No original measurement or timeout is regraded by this summary.
Campaign usage and spend
0 / 0Complaints / suggestions · retained attempts0 distinct items · 4 attempts with incomplete collection · 0 failed submissions · 0 unresolved submissions
4Retained attempts0 missing attempts · 0 out-of-scope artifacts
231,413 (partial: 4/5 runs)Input tokens
14,996 (partial: 4/5 runs)Output tokens
964,849 (partial: 4/5 runs)Cached tokens
UnavailableLLM reported subtotal
$0.000000Daytona list estimate
10m 31sObserved attempt window4 retained attempts · 0 missing attempts

Attempt durations include setup and cleanup captured inside each attempt. The observed window spans the earliest retained start to the latest retained finish, including gaps and overlap. Carried-forward evidence can span older runs, so this window is not the current workflow's duration. Neither measure is CI queue/setup time or provider-billed runtime.

12m 55sAgent execution time
0msDaytona lease time
0/5Runs provider-priced

Campaign costs include retained attempts, including failed retries. Result cards show the selected attempt. Provider-reported amounts and model estimates are separate; unpriced or unavailable runs are excluded, never counted as free. Coverage describes captured usage; unobserved setup, subscriptions, tools, CI and storage require additional accounting. 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.

UnknownWorker setup time
UnknownWorker execution time
UnknownWorker feedback time
UnknownWorker cleanup time
UnknownWorker finalization time

0/4 complete worker receipts; 0 partial; 0 missing attempts. Worker phases cover the test callback through finalization before result publication. Browser/server startup, parent cleanup, CI queue/build time and provider-billed runtime are outside these measurements. An interrupted phase has no inferred end time.

Campaign feedback review

0 distinct feedback items await review. Collection gaps and failed submissions remain separate findings.

Full bodies and review rationale stay in private evidence. Exact duplicate bodies are grouped once; related causes can be linked by a reviewed duplicate disposition.

All results

Feature coverage 0 of 192 capabilities linked · 0 of 4 tests mapped

Associations use the current feature map. Counts describe linked test scenarios; a passing journey does not establish full coverage of a capability.

Getting started and access

FeatureCapabilities linkedLinked test results
Onboarding and first work 0/5 No mapped journey
Login, invitations, and access 0/5 No mapped journey
Companies and portability 0/8 No mapped journey

Tasks and conversations

FeatureCapabilities linkedLinked test results
Task creation and lifecycle 0/6 No mapped journey
Delegation, dependencies, and signoff 0/4 No mapped journey
Inbox, decisions, and search 0/5 No mapped journey
Agent conversations and project handoff 0/4 No mapped journey
Questions and approvals 0/8 No mapped journey
Steering and queued messages 0/7 No mapped journey
Documents, attachments, and work products 0/5 No mapped journey

Agents and reusable capabilities

FeatureCapabilities linkedLinked test results
Hiring, configuration, and organization 0/9 No mapped journey
Runs, harnesses, and model accounts 0/5 No mapped journey
Skills and Skill Studio 0/5 No mapped journey
Team packages and installation 0/4 No mapped journey

Projects and execution

FeatureCapabilities linkedLinked test results
Projects and repositories 0/5 No mapped journey
Goals and work alignment 0/3 No mapped journey
Workspaces, services, and files 0/5 No mapped journey
Execution environments 0/5 No mapped journey
Recovery 0/8 No mapped journey

Apps, channels, and extensions

FeatureCapabilities linkedLinked test results
Connection setup 0/8 No mapped journey
Assistant connections (MCP) 0/5 No mapped journey
App access and action permissions 0/5 No mapped journey
External chat and email 0/6 No mapped journey
Tool gateways and access profiles 0/5 No mapped journey
Secrets and proposals 0/5 No mapped journey
Plugins 0/4 No mapped journey

Automation and structured work

FeatureCapabilities linkedLinked test results
Routines, schedules, and triggers 0/5 No mapped journey
Cases 0/5 No mapped journey
Status cards 0/4 No mapped journey

Oversight and operation

FeatureCapabilities linkedLinked test results
Costs and budgets 0/6 No mapped journey
Dashboards and audit trails 0/6 No mapped journey
Navigation, profile, and announcements 0/6 No mapped journey
Instance operations 0/6 No mapped journey
CLI/API and local worktrees 0/6 No mapped journey

Contributor surfaces

FeatureCapabilities linkedLinked test results
Developer previews and diagnostic labs 0/4 No mapped journey

Test suite

Chat feature journeys

Executable catalog requests through Agent Chat, with independently graded persisted state.

Pass rate0.0%0/4 passed
Tokens1,211,258 (partial: 4/5 runs)231,413 (partial: 4/5 runs) input · 14,996 (partial: 4/5 runs) output
Known spendUnavailablereported LLM + model/runtime estimates estimate
Agent time12m 55s0ms lease
Execution4/40 retries · cleanup passed
Native OpenCode OpenRouter DeepSeek V4.1 Flash 1017Isolated localopencode · openrouter/deepseek/deepseek-v4.1-flash-1017
Overall failed · No behavioral checks recorded

candidate failure

Timed out waiting for initial identity response; the observed state did not satisfy the condition. See the saved state evidence.
Test detailsNo checks recorded · 2m 51s
TokensUnavailable in · Unavailable outUnavailable cached · 0/1 runs covered
LLM spendUnavailable0/1 runs provider-priced
ExecutionLocal · not metered2m 33s agent

Worker phase timing: not captured.

Feedback was not captured for this attempt.

chat-features.runner-opencode.local.agents.managed-profile
Attempt
1
Duration
2m 51s
Agent runtime
2m 33s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4.1-flash-1017

No result artifact was uploaded

Startup reuse evidence
RunWarmthEnvironment/leaseWorkspaceRunnerProvider processProvider sessionProvider launches
a86d7161-e197-4b1f-9cf2-231ee07c0c2aunknown unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing) unknown

No matcher result was recorded.

Usage, billing and timing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 0,
      "runsWithReportedCost": 0,
      "runsWithEstimatedCost": 0,
      "runsWithPartialReportedCost": 0,
      "inputTokens": 0,
      "outputTokens": 0,
      "cachedInputTokens": 0,
      "totalTokens": 0,
      "reportedCostUsd": 0,
      "estimatedCostUsd": 0,
      "costStatus": "unavailable"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 152635,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": null,
  "workerTiming": null
}
Native OpenCode OpenRouter DeepSeek V4.1 Flash 1017Isolated localopencode · openrouter/deepseek/deepseek-v4.1-flash-1017
Overall failed · No behavioral checks recorded

candidate failure

Stopped waiting for budgets-costs.resolve-budget: Settled scenario failed: honest-incident-guidance
Test detailsNo checks recorded · 2m 45s
Tokens45,865 in · 3,539 out225,792 cached · 1/1 runs covered
LLM spendUnavailable0/1 runs provider-priced
ExecutionLocal · not metered1m 57s agent

Worker phase timing: not captured.

Feedback was not captured for this attempt.

chat-features.runner-opencode.local.budgets-costs.resolve-budget
Attempt
1
Duration
2m 45s
Agent runtime
1m 57s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4.1-flash-1017

No result artifact was uploaded

Startup reuse evidence
RunWarmthEnvironment/leaseWorkspaceRunnerProvider processProvider sessionProvider launches
064aba24-b851-4042-89c7-0b768ed9ba5dunknown unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing) unknown

No matcher result was recorded.

Usage, billing and timing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "runsWithEstimatedCost": 0,
      "runsWithPartialReportedCost": 0,
      "inputTokens": 45865,
      "outputTokens": 3539,
      "cachedInputTokens": 225792,
      "totalTokens": 275196,
      "reportedCostUsd": 0,
      "estimatedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 116907,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": null,
  "workerTiming": null
}
Native OpenCode OpenRouter DeepSeek V4.1 Flash 1017Isolated localopencode · openrouter/deepseek/deepseek-v4.1-flash-1017
Overall failed · No behavioral checks recorded

candidate failure

Stopped waiting for budgets-costs.spend-breakdown: Settled scenario failed: actual-agent-breakdown-and-incomplete-total
Test detailsNo checks recorded · 8m 10s
Tokens128,741 in · 10,422 out510,065 cached · 2/2 runs covered
LLM spendUnavailable0/2 runs provider-priced
ExecutionLocal · not metered7m 22s agent

Worker phase timing: not captured.

Feedback was not captured for this attempt.

chat-features.runner-opencode.local.budgets-costs.spend-breakdown
Attempt
1
Duration
8m 10s
Agent runtime
7m 22s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4.1-flash-1017

No result artifact was uploaded

Startup reuse evidence
RunWarmthEnvironment/leaseWorkspaceRunnerProvider processProvider sessionProvider launches
77f094e2-09d7-44ae-a5e0-d0e302e2126aunknown unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing) unknown
73289377-fa8e-40c3-84e9-d104583765f9unknown unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing) unknown

No matcher result was recorded.

Usage, billing and timing metadata
{
  "billing": {
    "llm": {
      "runCount": 2,
      "runsWithTokenUsage": 2,
      "runsWithReportedCost": 0,
      "runsWithEstimatedCost": 0,
      "runsWithPartialReportedCost": 0,
      "inputTokens": 128741,
      "outputTokens": 10422,
      "cachedInputTokens": 510065,
      "totalTokens": 649228,
      "reportedCostUsd": 0,
      "estimatedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 441924,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": null,
  "workerTiming": null
}
Native OpenCode OpenRouter DeepSeek V4.1 Flash 1017Isolated localopencode · openrouter/deepseek/deepseek-v4.1-flash-1017
Overall failed · No behavioral checks recorded

candidate failure

Stopped waiting for cases.browse-cases: Settled scenario failed: exact-filtered-case-results
Test detailsNo checks recorded · 1m 39s
Tokens56,807 in · 1,035 out228,992 cached · 1/1 runs covered
LLM spendUnavailable0/1 runs provider-priced
ExecutionLocal · not metered1m 4s agent

Worker phase timing: not captured.

Feedback was not captured for this attempt.

chat-features.runner-opencode.local.cases.browse-cases
Attempt
1
Duration
1m 39s
Agent runtime
1m 4s
Runtime
native
Provider
opencode
Model
openrouter/deepseek/deepseek-v4.1-flash-1017

No result artifact was uploaded

Startup reuse evidence
RunWarmthEnvironment/leaseWorkspaceRunnerProvider processProvider sessionProvider launches
83c76410-68d8-46c5-aa88-c64410530248unknown unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing)unknown (evidence_missing) unknown

No matcher result was recorded.

Usage, billing and timing metadata
{
  "billing": {
    "llm": {
      "runCount": 1,
      "runsWithTokenUsage": 1,
      "runsWithReportedCost": 0,
      "runsWithEstimatedCost": 0,
      "runsWithPartialReportedCost": 0,
      "inputTokens": 56807,
      "outputTokens": 1035,
      "cachedInputTokens": 228992,
      "totalTokens": 286834,
      "reportedCostUsd": 0,
      "estimatedCostUsd": 0,
      "costStatus": "unpriced"
    },
    "runtime": {
      "provider": "local",
      "agentRunDurationMs": 63589,
      "leaseDurationMs": null,
      "leaseCount": 0,
      "costStatus": "not_metered",
      "costSource": "local_not_metered"
    },
    "reportedCostUsd": 0,
    "estimatedRuntimeCostUsd": 0,
    "observedAndEstimatedCostUsd": 0,
    "complete": false
  },
  "rawUsage": null,
  "workerTiming": null
}