{
  "run_id": "TayHCode--shotseek-claude-haiku-5-5-1792740455349948658",
  "date": "2026-10-23T07:34:59.034597+00:00",
  "repo": "TayHCode/shotseek",
  "kind": "repo",
  "source": "https://github.com/TayHCode/shotseek",
  "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c",
  "model": "claude-haiku-5-5",
  "model_version": "claude-haiku-5-5",
  "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9",
  "pass": true,
  "outcome": "pass",
  "time_to_working_s": 350.3199470229447,
  "total_s": 443.68462014198303,
  "steps": [
    "cd C:\\coldpass\\workspace; Get-ChildItem -Force | Select-Object Name,Length; Get-Content README.md -TotalCount 200; C:\\coldpass\\python\\python.exe --version; whoami",
    "cd C:\\coldpass\\workspace; Get-ChildItem -Force | Select-Object Name,Length | Format-Table -AutoSize | Out-String; if (Test-Path README.md) { Get-Content README.md -TotalCount 200 } else { 'no README.md' }; & C:\\coldpass\\python\\python.exe --version",
    "cd C:\\coldpass\\workspace; foreach ($c in 'git','uv','ffmpeg','ffprobe','winget','node') { $x = Get-Command $c -ErrorAction SilentlyContinue; \"$c => $($x.Source)\" }; Test-Path .git; Get-Content docs\\platforms.md -Raw | Select-String -Pattern 'Windows' -Context 0,3 | Select-Object -First 40 | Out-String",
    "cd C:\\coldpass\\workspace; Get-Content docs\\platforms.md -Raw",
    "cd C:\\coldpass\\workspace; $ErrorActionPreference='Continue'; try { irm https://astral.sh/uv/install.ps1 | iex } catch { \"uv install error: $_\" }; $env:PATH = \"$env:USERPROFILE\\.local\\bin;$env:PATH\"; Get-Command uv -ErrorAction SilentlyContinue | Select-Object Source | Out-String; uv --version 2>&1",
    "cd C:\\coldpass\\workspace; New-Item -ItemType Directory -Force .scratch | Out-Null; try { Invoke-WebRequest https://www.gyan.dev/ffmpeg/builds/ffmpeg-release-essentials.zip -OutFile .scratch\\ffmpeg.zip -UseBasicParsing; \"downloaded $((Get-Item .scratch\\ffmpeg.zip).Length)\" } catch { \"ffmpeg download error: $_\" }",
    "cd C:\\coldpass\\workspace; Set-ExecutionPolicy -Scope Process -ExecutionPolicy Bypass -Force; irm https://astral.sh/uv/install.ps1 | iex 2>&1 | Out-String; $env:PATH = \"$env:USERPROFILE\\.local\\bin;$env:PATH\"; uv --version 2>&1 | Out-String; Expand-Archive .scratch\\ffmpeg.zip -DestinationPath .scratch\\ffmpeg -Force; $ffmpegBin = (Get-ChildItem .scratch\\ffmpeg -Directory | Select-Object -First 1).FullName + '\\bin'; $env:PATH = \"$ffmpegBin;$env:PATH\"; ffmpeg -version 2>&1 | Select-Object -First 1; ffprobe -version 2>&1 | Select-Object -First 1",
    "cd C:\\coldpass\\workspace; Test-Path <host-path>; & <host-path> --version; Get-ChildItem .scratch\\ffmpeg -Recurse -Filter ffmpeg.exe | Select-Object -First 1 | ForEach-Object { $_.FullName }; Get-ChildItem .scratch\\ffmpeg -Recurse -Filter ffprobe.exe | Select-Object -First 1 | ForEach-Object { $_.FullName }",
    "cd C:\\coldpass\\workspace; $uv='<host-path>'; & $uv venv --python 3.12 .venv 2>&1 | Out-String; & $uv pip install --python .venv\\Scripts\\python.exe 'torch>=2.2' 'torchvision>=0.17' --index-url https://download.pytorch.org/whl/cpu 2>&1 | Select-Object -Last 8 | Out-String",
    "cd C:\\coldpass\\workspace; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"; & <host-path> pip install --python .venv\\Scripts\\python.exe . 2>&1 | Select-Object -Last 6 | Out-String; Test-Path .venv\\Scripts\\shotseek.exe; & .venv\\Scripts\\shotseek.exe --version 2>&1 | Out-String; ffmpeg -version 2>&1 | Select-Object -First 1 | Out-String",
    "cd C:\\coldpass\\workspace; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"; & .venv\\Scripts\\shotseek.exe doctor 2>&1 | Out-String; \"exit=$LASTEXITCODE\"; & .venv\\Scripts\\shotseek.exe --help 2>&1 | Out-String",
    "cd C:\\coldpass\\workspace; & .venv\\Scripts\\python.exe -c \"import torch; print(torch.__version__)\" 2>&1 | Select-Object -Last 4 | Out-String; try { winget install --id Microsoft.VCRedist.2015+.x64 -e --silent --accept-package-agreements --accept-source-agreements 2>&1 | Out-String } catch { \"winget error: $_\" }; \"winget exit=$LASTEXITCODE\"",
    "cd C:\\coldpass\\workspace; New-Item -ItemType Directory -Force .scratch\\vc | Out-Null; try { Invoke-WebRequest https://aka.ms/vs/17/release/vc_redist.x64.exe -OutFile .scratch\\vc\\vc_redist.x64.exe -UseBasicParsing; \"downloaded $((Get-Item .scratch\\vc\\vc_redist.x64.exe).Length)\"; $p = Start-Process -FilePath .scratch\\vc\\vc_redist.x64.exe -ArgumentList '/install','/quiet','/norestart' -Wait -PassThru; \"vc install exit=$($p.ExitCode)\" } catch { \"vc error: $_\" }; & .venv\\Scripts\\python.exe -c \"import torch, torchvision, open_clip; print(torch.__version__, torchvision.__version__)\" 2>&1 | Select-Object -Last 3 | Out-String",
    "$exe = 'C:\\coldpass\\workspace\\.scratch\\vc\\vc_redist.x64.exe'; $p = Start-Process -FilePath $exe -ArgumentList '/install','/quiet','/norestart' -Wait -PassThru; \"vc install exit=$($p.ExitCode)\"; cd C:\\coldpass\\workspace; & .venv\\Scripts\\python.exe -c \"import torch, torchvision, open_clip; print(torch.__version__, torchvision.__version__)\" 2>&1 | Select-Object -Last 3 | Out-String",
    "Get-ChildItem C:\\Windows\\System32 -Filter 'vcruntime140*.dll','msvcp140*.dll' -ErrorAction SilentlyContinue | Select-Object Name | Out-String; $exe = 'C:\\coldpass\\workspace\\.scratch\\vc\\vc_redist.x64.exe'; $dst='C:\\coldpass\\workspace\\.scratch\\vc\\extract'; New-Item -ItemType Directory -Force $dst | Out-Null; $p = Start-Process -FilePath $exe -ArgumentList '/extract:' + $dst, '/quiet' -Wait -PassThru; \"extract exit=$($p.ExitCode)\"; Get-ChildItem $dst -Recurse -ErrorAction SilentlyContinue | Select-Object -First 20 FullName | Out-String",
    "Get-ChildItem -Path C:\\Windows\\System32 -Include 'vcruntime140*.dll','msvcp140*.dll' -ErrorAction SilentlyContinue | ForEach-Object { $_.Name }; $exe = 'C:\\coldpass\\workspace\\.scratch\\vc\\vc_redist.x64.exe'; $dst = 'C:\\coldpass\\workspace\\.scratch\\vc\\extract'; New-Item -ItemType Directory -Force $dst | Out-Null; & $exe \"/extract:$dst\" /quiet 2>&1 | Out-String; \"extract exit=$LASTEXITCODE\"; Get-ChildItem -Path $dst -Recurse | ForEach-Object { $_.FullName }",
    "\"TEMP=$env:TEMP\"; Test-Path $env:TEMP; New-Item -ItemType Directory -Force C:\\coldpass\\vclog | Out-Null; $exe = 'C:\\coldpass\\workspace\\.scratch\\vc\\vc_redist.x64.exe'; $p = Start-Process -FilePath $exe -ArgumentList '/install','/quiet','/norestart','/log','C:\\coldpass\\vclog\\vc.log' -Wait -PassThru; \"exit=$($p.ExitCode)\"; Get-Content C:\\coldpass\\vclog\\vc.log -ErrorAction SilentlyContinue | Select-Object -Last 25 | Out-String",
    "$d='<host-path>'; New-Item -ItemType Directory -Force $d | Out-Null; Copy-Item C:\\coldpass\\workspace\\.scratch\\vc\\vc_redist.x64.exe \"$d\\vc_redist.x64.exe\" -Force; $p = Start-Process -FilePath \"$d\\vc_redist.x64.exe\" -ArgumentList '/install','/quiet','/norestart' -Wait -PassThru; \"exit=$($p.ExitCode)\"; Get-Item \"$d\\vc_redist.x64.exe\" | Select-Object Length, VersionInfo | Format-List | Out-String | Select-Object -First 12",
    "cd C:\\coldpass\\workspace; & <host-path> pip install --python .venv\\Scripts\\python.exe --target .scratch\\msvc msvc-runtime 2>&1 | Select-Object -Last 4 | Out-String; Get-ChildItem -Path .scratch\\msvc -Recurse -Include *.dll -ErrorAction SilentlyContinue | ForEach-Object { $_.FullName }",
    "cd C:\\coldpass\\workspace; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\msvc;C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"; & .venv\\Scripts\\python.exe -c \"import torch, torchvision, open_clip; print('torch', torch.__version__, 'tv', torchvision.__version__)\" 2>&1 | Select-Object -Last 3 | Out-String; & .venv\\Scripts\\shotseek.exe doctor 2>&1 | Select-Object -Last 1 | Out-String",
    "cd C:\\coldpass\\workspace; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\msvc;C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"; New-Item -ItemType Directory -Force C:\\coldpass\\media | Out-Null; ffmpeg -hide_banner -loglevel error -f lavfi -i \"color=c=red:s=320x240\" -frames:v 1 -y C:\\coldpass\\media\\red_square.jpg; ffmpeg -hide_banner -loglevel error -f lavfi -i \"testsrc=size=320x240:rate=1\" -frames:v 1 -y C:\\coldpass\\media\\testsrc_pattern.png; ffmpeg -hide_banner -loglevel error -f lavfi -i \"color=c=blue:s=320x240\" -frames:v 1 -y C:\\coldpass\\media\\blue_square.jpg; Get-ChildItem C:\\coldpass\\media | Select-Object Name,Length | Out-String; & .venv\\Scripts\\shotseek.exe init --library 'media=C:\\coldpass\\media' 2>&1 | Out-String; \"exit=$LASTEXITCODE\"",
    "cd C:\\coldpass\\workspace; $ff = 'C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin\\ffmpeg.exe'; Test-Path $ff; & $ff -hide_banner -loglevel error -f lavfi -i \"color=c=red:s=320x240\" -frames:v 1 -y C:\\coldpass\\media\\red_square.jpg; & $ff -hide_banner -loglevel error -f lavfi -i \"testsrc=size=320x240:rate=1\" -frames:v 1 -y C:\\coldpass\\media\\testsrc_pattern.png; & $ff -hide_banner -loglevel error -f lavfi -i \"color=c=blue:s=320x240\" -frames:v 1 -y C:\\coldpass\\media\\blue_square.jpg; Get-ChildItem C:\\coldpass\\media | ForEach-Object { \"$($_.Name) $($_.Length)\" }",
    "cd C:\\coldpass\\workspace; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\msvc;C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"; & .venv\\Scripts\\shotseek.exe index --time-budget 300 2>&1 | Select-Object -Last 30 | Out-String; \"exit=$LASTEXITCODE\"",
    "cd C:\\coldpass\\workspace; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\msvc;C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"; & .venv\\Scripts\\shotseek.exe search \"a red square\" --format text 2>$null | Out-String; \"exit=$LASTEXITCODE\"; & .venv\\Scripts\\shotseek.exe search \"a blue square\" --format text 2>$null | Out-String",
    "cd C:\\coldpass\\workspace; Get-Content README.md | Select-String -Pattern 'search|offline|Point it|cron|schedule|--once|loop|watch' | ForEach-Object { $_.Line }; \"---\"; Test-Path .coldpass; Test-Path C:\\coldpass\\checker\\check.py; & .venv\\Scripts\\shotseek.exe search --help 2>$null | Out-String; & .venv\\Scripts\\shotseek.exe --help 2>$null | Out-String",
    "cd C:\\coldpass\\workspace; $enc = New-Object System.Text.UTF8Encoding($false)\n$exe = 'C:\\\\coldpass\\\\workspace\\\\.venv\\\\Scripts\\\\shotseek.exe'\n$probe = @\"\n{\"kind\":\"cli\",\"argv\":[\"$exe\",\"search\",\"a red square\",\"--format\",\"text\"],\"cwd\":\"C:\\\\coldpass\\\\workspace\",\"expected_text\":\"red_square.jpg\"}\n\"@\n$claims = @\"\n[{\"kind\":\"claim\",\"claim\":\"shotseek runs offline after setup\",\"source\":\"It runs offline after a\",\"input\":\"a red square\",\"expected\":\"ranked local results\",\"probe_kind\":\"cli\",\"argv\":[\"$exe\",\"search\",\"a red square\",\"--format\",\"text\"],\"tool\":\"\",\"arguments\":{},\"expected_text\":\"red_square.jpg\",\"cwd\":\"C:\\\\coldpass\\\\workspace\"},\n{\"kind\":\"claim\",\"claim\":\"point it at a folder of photos\",\"source\":\"Point it at a folder\",\"input\":\"a red square\",\"expected\":\"photos from the indexed folder are returned\",\"probe_kind\":\"cli\",\"argv\":[\"$exe\",\"search\",\"a red square\",\"--format\",\"text\"],\"tool\":\"\",\"arguments\":{},\"expected_text\":\"blue_square.jpg\",\"cwd\":\"C:\\\\coldpass\\\\workspace\"}]\n\"@\n$examples = @\"\n[{\"kind\":\"example\",\"source\":\"shotseek search \\\"a barista pouring latte art\\\" --format text\",\"probe_kind\":\"cli\",\"argv\":[\"$exe\",\"search\",\"a red square\",\"--format\",\"text\"],\"cwd\":\"C:\\\\coldpass\\\\workspace\",\"expected_text\":\"red_square.jpg\",\"note\":\"README search command run with a fixture-matching query because the library holds only generated red/blue squares and a test pattern\"}]\n\"@\n$cycles = @\"\n{\"detected\":false,\"reason\":\"README and --help list no scheduler, cron, --once, or watch loop; file watcher is listed as unsupported in the README\"}\n\"@\n$report = @\"\n{\"outcome\":\"success\",\"fault_owner\":\"none\",\"product\":\"shotseek 0.1.0\",\"source\":\"https://github.com/TayHCode/shotseek at d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c\",\"operation\":\"init, index (3 generated fixtures, CPU, ViT-B-32/laion2b_s34b_b79k), search 'a red square' returning ranked photos\",\"steps\":[\"uv venv --python 3.12 in workspace\",\"uv pip install torch/torchvision CPU wheels\",\"uv pip install . (shotseek 0.1.0)\",\"shotseek init --library media=C:\\\\coldpass\\\\media\",\"shotseek index --time-budget 300 -> complete, 3 files, 0 failed\",\"shotseek search 'a red square' --format text -> red_square.jpg ranked first (0.2747), 'a blue square' -> blue_square.jpg first\"],\"deviations\":[\"PowerShell execution policy set to Bypass at process scope to run uv installer\",\"winget not present in guest; not used\",\"Visual C++ runtime installer vc_redist.x64.exe failed with exit -2147024893 for every attempt; substituted msvc-runtime 14.51.36231 via uv into .scratch\\\\msvc and prepended to PATH; stderr still shows VC++ warning\",\"ffmpeg taken from Gyan essentials zip in .scratch and invoked via PATH prefix because PATH did not persist between calls\",\"git not installed; pinned commit not fetched by git; snapshot already present in workspace\",\"no browser, no network servers, no background processes started\",\"cycles: no scheduler exists in the product, so none was triggered\"],\"checker_note\":\"Replay requires the msvc and ffmpeg PATH prefix; see deviations\"}\n\"@\n[IO.File]::WriteAllText(\"$PWD\\.coldpass\\probe.json\", $probe, $enc)\n[IO.File]::WriteAllText(\"$PWD\\.coldpass\\claims.json\", $claims, $enc)\n[IO.File]::WriteAllText(\"$PWD\\.coldpass\\examples.json\", $examples, $enc)\n[IO.File]::WriteAllText(\"$PWD\\.coldpass\\cycles.json\", $cycles, $enc)\n[IO.File]::WriteAllText(\"$PWD\\.coldpass\\report.json\", $report, $enc)\n$env:COLDPASS_WORKSPACE='C:\\coldpass\\workspace'; $env:PATH = \"C:\\coldpass\\workspace\\.scratch\\msvc;C:\\coldpass\\workspace\\.scratch\\ffmpeg\\ffmpeg-9.0.2-essentials_build\\bin;$env:PATH\"\n& C:\\coldpass\\python\\python.exe -I C:\\coldpass\\checker\\check.py --validate --replay 2>&1 | Out-String; \"exit=$LASTEXITCODE\""
  ],
  "stuck_step": null,
  "error_excerpt": null,
  "what_it_did": "init, index (3 generated fixtures, CPU, ViT-B-32/laion2b_s34b_b79k), search 'a red square' returning ranked photos",
  "suggested_fix": null,
  "tokens_in": 1089408,
  "tokens_out": 15959,
  "cost_usd": 0.037131124999999994,
  "usage_complete": true,
  "checks": [
    {
      "check": "operation",
      "status": "PASS",
      "details": {
        "working": true,
        "argv": [
          "C:\\coldpass\\workspace\\.venv\\Scripts\\shotseek.exe",
          "search",
          "a red square",
          "--format",
          "text"
        ],
        "kind": "cli",
        "returncode": 0,
        "stdout": "1. 0.2747 (1.26) photo C:\\coldpass\\media\\red_square.jpg\n2. 0.2351 (-0.07) photo C:\\coldpass\\media\\blue_square.jpg\n3. 0.2017 (-1.19) photo C:\\coldpass\\media\\testsrc_pattern.png\n[excerpt truncated]",
        "stderr": "",
        "needs_credentials": false,
        "needs_browser": false,
        "scope": "product operation"
      }
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "No problems traced to this repository code in these checks.",
    "findings": [],
    "context": [],
    "limitations": [
      "A short run cannot establish that code is safe.",
      "Connections show IP addresses; proxies can hide the final hostname.",
      "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing.",
      "windows behavior observation needs an OS-native file/network/process collector; only the static scan ran.",
      "No Linux syscall trace was collected."
    ],
    "static": {
      "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check."
    },
    "evidence_url": "/safety/?run=TayHCode--shotseek-claude-haiku-5-5-1792740455349948658",
    "evidence_file": "/data/safety/TayHCode--shotseek-claude-haiku-5-5-1792740455349948658.json.gz"
  },
  "agent_execution": "native_agent",
  "agent_runtime": "claude-code",
  "agent_runtime_version": "2.1.300 (Claude Code)",
  "tool_transport": "mcp-assigned-vm",
  "platform": "windows",
  "reasoning": "low",
  "service_tier": null,
  "resources": {
    "cpus": 2,
    "memory_mib": 4096,
    "disk_mib": 32768
  },
  "native_tool_calls": 26,
  "native_bundle": null,
  "architecture": null,
  "backend": "hyperv",
  "platform_details": {
    "backend": "hyperv",
    "os": "windows"
  },
  "platform_conflicts": null,
  "sandbox_source": null,
  "source_pin": {
    "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c",
    "url": "https://github.com/TayHCode/shotseek"
  },
  "purpose": "initial",
  "profile": {
    "model": "claude-haiku-5-5",
    "reasoning": "low"
  },
  "fault": {
    "owner": null,
    "status": "resolved",
    "reason": null
  },
  "fix_id": null,
  "verifies_run_id": null,
  "hosting": null,
  "operation_scope": "product operation",
  "tool_calls": 26,
  "guest_setup": null,
  "runtime": null,
  "runtime_version": null,
  "runtime_revision": null,
  "source_revision": null,
  "evidence_version": null,
  "failure_origin": null,
  "evidence_strength": "readme_checked",
  "works": "yes",
  "install_s": null,
  "first_use_s": null,
  "mcp": "none",
  "needs": [],
  "needs_which": null,
  "agent_interface": [
    "cli"
  ],
  "license": "MIT",
  "repo_url": "https://github.com/TayHCode/shotseek",
  "cost_to_try": "free",
  "hardware": "GPU",
  "what_failed": null,
  "local_or_hosted": "both",
  "cycle_checks": [
    {
      "kind": "cycle",
      "claim": "Scheduled or looping main behavior",
      "source": "repository entry points",
      "input": "source inspection",
      "expected": "identify the product trigger",
      "verdict": "yes",
      "outcome": "README and --help list no scheduler, cron, --once, or watch loop; file watcher is listed as unsupported in the README",
      "evidence": "README and --help list no scheduler, cron, --once, or watch loop; file watcher is listed as unsupported in the README",
      "command": ""
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "shotseek runs offline after setup",
      "source": "It runs offline after a",
      "input": "a red square",
      "expected": "ranked local results",
      "command": "'C:\\coldpass\\workspace\\.venv\\Scripts\\shotseek.exe' search 'a red square' --format text",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: red_square.jpg",
      "evidence": "red_square.jpg\r\n2. 0.2351 (-0.07) photo C:\\coldpass\\media\\blue_square.jpg\r\n3. 0.2017 (-1.19) photo C:\\coldpass\\media\\testsrc_pattern.png\r\n",
      "returncode": 0,
      "source_checked": true,
      "source_file": "README.md"
    },
    {
      "kind": "claim",
      "claim": "point it at a folder of photos",
      "source": "Point it at a folder",
      "input": "a red square",
      "expected": "photos from the indexed folder are returned",
      "command": "'C:\\coldpass\\workspace\\.venv\\Scripts\\shotseek.exe' search 'a red square' --format text",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: blue_square.jpg",
      "evidence": "blue_square.jpg\r\n3. 0.2017 (-1.19) photo C:\\coldpass\\media\\testsrc_pattern.png\r\n",
      "returncode": 0,
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": null,
      "source": "shotseek search \"a barista pouring latte art\" --format text",
      "input": "'C:\\coldpass\\workspace\\.venv\\Scripts\\shotseek.exe' search 'a red square' --format text",
      "command": "'C:\\coldpass\\workspace\\.venv\\Scripts\\shotseek.exe' search 'a red square' --format text",
      "evidence": "1. 0.2747 (1.26) photo C:\\coldpass\\media\\red_square.jpg\r\n2. 0.2351 (-0.07) photo C:\\coldpass\\media\\blue_square.jpg\r\n3. 0.2017 (-1.19) photo C:\\coldpass\\media\\testsrc_pattern.png",
      "deferred": false,
      "expected": "documented command completes successfully",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    }
  ],
  "does_what_it_says": "yes",
  "maintenance": {
    "archived": false,
    "commits_90d": 3,
    "last_commit_at": "2026-10-15T16:30:35Z",
    "last_release_at": null,
    "median_reply_hours": null,
    "merged_prs_90d": 2,
    "note": "actively maintained: last commit 7 days ago; 3 commits and 2 merged PRs in 90 days; 0 open issues, 0 open PRs; no releases",
    "open_issues": 0,
    "open_prs": 0,
    "reply_share": null,
    "reply_threads": 0,
    "verdict": "maintained"
  },
  "maintenance_verdict": "maintained",
  "maintenance_note": "actively maintained: last commit 7 days ago; 3 commits and 2 merged PRs in 90 days; 0 open issues, 0 open PRs; no releases",
  "maintained": "active",
  "maintained_note": "last commit 7 days ago",
  "last_commit_at": "2026-10-15T17:24:18Z",
  "last_release_at": null,
  "open_issues": null,
  "answered_issues": null,
  "platforms_claimed": [
    "linux",
    "mac",
    "windows"
  ],
  "topic": "agent-harness",
  "agent_interfaces": [
    {
      "interface": "mcp",
      "evidence": "README metadata",
      "observed": false,
      "operation_checked": false
    },
    {
      "interface": "cli",
      "evidence": "independent checker",
      "observed": true,
      "operation_checked": true
    }
  ],
  "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.",
  "mcp_context": null,
  "tested_at": "2026-10-23T07:34:59.034597+00:00",
  "tested_commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c",
  "tested_with": {
    "agent": "claude-code",
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