iop/agent-task/m-thin-agent-model-comparison-benchmark/code_review_cloud_G08_0.log

<!-- task=m-thin-agent-model-comparison-benchmark plan=0 tag=TEST milestone-task=single-attempt-matrix,minimal-result-table,single-pass-scorecard,bounded-conclusion -->

# Code Review Reference - TEST

> **[IMPLEMENTING AGENT — READ FIRST] Filling in this file is the mandatory final step of implementation.**
> Complete the implementation-owned sections, run the plan verification, paste actual output, leave active files in place, and report ready for review. If blocked, record exact evidence and resume conditions only. Do not ask the user, create control-plane stop files, classify the next state, archive files, or write `complete.log`.

## Overview

date=2026-08-14
task=m-thin-agent-model-comparison-benchmark, plan=0, tag=TEST

## For the Review Agent

> **[REVIEW AGENT ONLY]** Compare the implementation with source and rerun applicable verification. Append the verdict and routing signals, archive the pair using suffix `0`, and on PASS preserve `milestone-task` metadata in `complete.log` before moving the task directory. Roadmap evaluation belongs to `sync-milestone-workstate`.

## Implementation Item Completion

| Item | Status |
|---|---|
| TEST-1 Consume the Single-Attempt Matrix | [ ] |
| TEST-2 Score Once and Conclude Within Bounds | [ ] |

## Implementation Checklist

- [ ] Execute the nine-row matrix exactly once from empty workspaces and preserve one producer record per row with no retry/resume/recovery.
- [ ] Replace the result table placeholders with success/failure, elapsed time, caller-provided usage or `미제공`, exact source SHA/terminal evidence, artifact path, opaque ID, and a short observation.
- [ ] Render each scorable exact source once at 1440x900 and 390x844, score it once while route/model/time/usage are hidden, and record anchor-backed evidence and arithmetic totals.
- [ ] Write the bounded conclusion using only scorable successes, keeping failures, unscorable artifacts, and missing usage separate from zero scores.
- [ ] Run the final no-automation, attempt-count, rubric, arithmetic, and secret-safety verification.
- [ ] Fill implementation-owned sections in CODE_REVIEW-*-G??.md with actual implementation notes and verification output.

## Review-Only Checklist

> **[REVIEW AGENT ONLY]** Implementing agents must not modify this checklist.

- [ ] Append one `PASS`, `WARN`, or `FAIL` verdict plus `review_rework_count` and `evidence_integrity_failure`.
- [ ] Verify verdict, dimensions, and finding severities agree.
- [ ] Rerun applicable verification and record fresh output.
- [ ] For each Required/Suggested finding, record evidence, exact root cause, one selected fix, affected files/tests, and acceptance commands.
- [ ] Archive this file to `code_review_cloud_G08_0.log` and the plan to `plan_local_G08_0.log`.
- [ ] Verify the Agent-Ops managed `.gitignore` block.
- [ ] On PASS, write `complete.log`, preserve first-line milestone metadata, move the task directory to the dated archive, and update this checklist there.
- [ ] On WARN/FAIL, create only the next state required by the code-review skill and do not write `complete.log`.

## Deviations from Plan

_Replace with actual deviations or `None`._

## Key Design Decisions

_Replace with actual implementation decisions; do not restate fixed product decisions._

## Reviewer Checkpoints

- Confirm the catalog gate passed before any producer workspace existed.
- Confirm exactly one immutable caller invocation per route and no hidden retry/session continuation.
- Confirm no product/config/script/manifest/state-store change entered the diff.
- Confirm route facts were hidden during scoring and opaque mapping was joined only afterward.
- Confirm failures, unscorable sources, and missing usage were not converted to zero.
- Confirm every score has direct source/render evidence, a locked anchor, and correct arithmetic.

## Verification Results

### External preflight

Command: use the exact pre-attempt SSH command from `PLAN-local-G08.md`.

_Paste actual stdout/stderr and exit status._

### Attempt and artifact counts

Commands:

```bash
test "$(find agent-test/runs/bench-lite-01 -mindepth 2 -maxdepth 2 -name attempt.txt -type f | wc -l)" -eq 9
test "$(find agent-test/runs/bench-lite-01 -mindepth 2 -maxdepth 2 -name producer.jsonl -type f | wc -l)" -eq 9
test "$(find agent-test/runs/bench-lite-01 -mindepth 2 -maxdepth 2 -name index.html -type f | wc -l)" -le 9
test "$(cut -d' ' -f1 agent-test/runs/bench-lite-01/opaque-map.txt | LC_ALL=C sort -u | wc -l)" -eq 9
```

_Paste actual stdout/stderr and exit statuses._

### Document, retry, and secret checks

Commands:

```bash
! rg -n '미실행|미측정|미확인|미부여-[0-9]' agent-test/dev/iop-thin-agent-model-comparison.md
! rg -n '(retry|resume|recovery)[[:space:]]*[:=][[:space:]]*(true|yes|[1-9])' agent-test/runs/bench-lite-01
! rg -n --hidden '(sk-|Bearer [A-Za-z0-9._-]{16,}|api[_-]?key[[:space:]]*[:=][[:space:]]*[A-Za-z0-9._-]{16,})' agent-test/dev/iop-thin-agent-model-comparison.md agent-test/runs/bench-lite-01
git diff --check -- agent-test/dev/iop-thin-agent-model-comparison.md
git diff --name-only -- . ':(exclude)agent-test/dev/iop-thin-agent-model-comparison.md' ':(exclude)agent-task/m-thin-agent-model-comparison-benchmark/PLAN-local-G08.md' ':(exclude)agent-task/m-thin-agent-model-comparison-benchmark/CODE_REVIEW-cloud-G08.md'
```

_Paste actual stdout/stderr and exit statuses._

### Manual scorecard review

_Record reviewer arithmetic, anchor/evidence, opaque-blinding, render-count, usage, and bounded-conclusion findings._

---

> **[IMPLEMENTING AGENT — BEFORE SAVING]** Fill every implementation-owned placeholder and checklist item, then leave this active file in place.

## Section Ownership

| Section | Owner | Note |
|---|---|---|
| Header, Overview, Review instructions | Fixed | Implementer must not modify |
| Implementation completion/checklist status | Implementer | Check only after actual completion |
| Review-Only Checklist | Review agent | Implementer must not modify |
| Deviations, Key Design Decisions | Implementer | Replace placeholders with actual evidence |
| Reviewer Checkpoints | Fixed | Reviewer applies them |
| Verification Results | Implementer, then reviewer | Implementer records initial output; reviewer reruns applicable commands |
| Code Review Result | Review agent appends | Not part of this stub |