{ "run_id": "TayHCode--shotseek-claude-haiku-5-5-1792729217191649626", "date": "2026-10-23T04:44:49.193841+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": 1412.9828128929948, "total_s": 1472.002165555954, "steps": [ "cd && pwd && ls -la && git status 2>&1 | head -3; id -u; python3 --version; cat README.md 2>/dev/null | head -200", "cd && sed -n 200,400p README.md; ls .coldpass; cat pyproject.toml; ls /inputs 2>&1; ls 2>&1; which uv ffmpeg ffprobe node npm", "cd && git init -q 2>&1; git remote add origin https://github.com/TayHCode/shotseek 2>&1; timeout 120 git fetch --depth 1 origin d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c 2>&1 | tail -3; git reset --mixed FETCH_HEAD 2>&1 | tail -2; git log --oneline -1 2>&1; sudo -n true && echo SUDO_OK; which ffmpeg ffprobe uv; cat /etc/os-release | head -2", "cd && (sudo -n apt-get update -qq && sudo -n DEBIAN_FRONTEND=noninteractive apt-get install -y -qq ffmpeg) > /tmp/apt.log 2>&1; echo apt=$?; tail -3 /tmp/apt.log; ffmpeg -version | head -1; ffprobe -version | head -1; curl -LsSf https://astral.sh/uv/install.sh | sh 2>&1 | tail -3; export PATH=\"$HOME/.local/bin:$PATH\"; uv --version", "cd && export PATH=\"$HOME/.local/bin:$PATH\" && uv venv --python 3.12 2>&1 | tail -2 && uv pip install --python .venv/bin/python 'torch>=2.2' 'torchvision>=0.17' --index-url https://download.pytorch.org/whl/cpu > /tmp/torch.log 2>&1; echo torch=$?; tail -3 /tmp/torch.log", "cd && export PATH=\"$HOME/.local/bin:$PATH\" && uv pip install --python .venv/bin/python . > /tmp/pkg.log 2>&1; echo pkg=$?; tail -4 /tmp/pkg.log; ls .venv/bin/shotseek && .venv/bin/shotseek --version 2>&1 | head -3", "cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && shotseek doctor 2>/tmp/doctor.err | head -80; echo rc=${PIPESTATUS[0]}; head -5 /tmp/doctor.err", "mkdir -p && cd && for i in 1 2 3 4; do ffmpeg -loglevel error -y -f lavfi -i \"testsrc=size=640x480:rate=1:duration=1\" -frames:v 1 photo$i.jpg; done && ffmpeg -loglevel error -y -f lavfi -i \"testsrc2=size=320x240:rate=10:duration=6\" clip.mp4 && ls -la && cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && shotseek init --library media= 2>&1 | head -30; echo rc=$?; ls -la ~/.config/shotseek 2>&1", "cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && timeout 900 shotseek index --time-budget 300 > /tmp/index1.json 2>/tmp/index1.err; echo rc=$?; head -c 1500 /tmp/index1.json; echo; tail -5 /tmp/index1.err", "cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && shotseek search \"a colorful test pattern\" 2>/tmp/s.err | head -c 1800; echo; echo rc=${PIPESTATUS[0]}; shotseek search \"a barista pouring latte art\" --format text 2>/dev/null | head -20", "cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && shotseek broll --media any --point \"coffee and pastry at the counter\" --format text 2>/tmp/b.err | head -20; echo rc=${PIPESTATUS[0]}; tail -2 /tmp/b.err; echo ---; grep -n -i \"test\\|pytest\\|ruff\" CONTRIBUTING.md .github -r | head -20; ls tests; echo ---; grep -rn -i \"while True\\|schedule\\|cron\\|sleep(\\|daemon\\|--once\\|--now\" src | head; ls .github/workflows", "cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && timeout 1500 python -m unittest discover -s tests -t . -q > /tmp/unit.log 2>&1; echo rc=$?; tail -8 /tmp/unit.log", "cd && export PATH=\"$PWD/.venv/bin:$HOME/.local/bin:$PATH\" && uv pip install --python .venv/bin/python ruff > /tmp/ruff-install.log 2>&1; echo install=$?; python -m ruff check . 2>&1 | tail -3; echo rc=${PIPESTATUS[0]}; mkdir -p .coldpass; ls .coldpass", "cd && grep -c \"Default output is JSON; search and B-roll also support CSV and text.\" ../README.md && grep -c \"Points and explicit visual queries are always searched.\" ../README.md && cat > probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"\",\"search\",\"a barista pouring latte art\",\"--format\",\"text\"],\"cwd\":\"\",\"expected_text\":\"photo3.jpg\"}\nEOF\ncat > claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"search returns ranked results as text when asked\",\"source\":\"Default output is JSON; search and B-roll also support CSV and text.\",\"input\":\"a barista pouring latte art\",\"expected\":\"ranked text results naming indexed photo3.jpg\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"search\",\"a barista pouring latte art\",\"--format\",\"text\"],\"expected_text\":\"photo3.jpg\",\"cwd\":\"\"},\n{\"kind\":\"claim\",\"claim\":\"B-roll points are always searched\",\"source\":\"Points and explicit visual queries are always searched.\",\"input\":\"--point coffee and pastry at the counter\",\"expected\":\"a ranked candidate list for the point\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"broll\",\"--media\",\"any\",\"--point\",\"coffee and pastry at the counter\",\"--format\",\"text\"],\"expected_text\":\"photo3.jpg\",\"cwd\":\"\"}]\nEOF\ncat > examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"documented offline unit test suite passes\",\"source\":\"CONTRIBUTING.md\",\"input\":\"python -m unittest discover -s tests -t . -q\",\"expected\":\"210 tests run, exit 0 (5 skipped)\",\"argv\":[\"\",\"-m\",\"unittest\",\"discover\",\"-s\",\"tests\",\"-t\",\".\",\"-q\"],\"cwd\":\"\",\"env\":{}},\n{\"kind\":\"example\",\"claim\":\"documented lint check passes\",\"source\":\"CONTRIBUTING.md\",\"input\":\"python -m ruff check .\",\"expected\":\"All checks passed!\",\"argv\":[\"\",\"-m\",\"ruff\",\"check\",\".\"],\"cwd\":\"\",\"env\":{},\"expected_text\":\"All checks passed!\"},\n{\"kind\":\"example\",\"claim\":\"README B-roll point example runs\",\"source\":\"README.md\",\"input\":\"shotseek broll --media any --point \\\"coffee and pastry at the counter\\\"\",\"expected\":\"ranked candidates for the point\",\"argv\":[\"\",\"broll\",\"--media\",\"any\",\"--point\",\"coffee and pastry at the counter\",\"--format\",\"text\"],\"cwd\":\"\",\"env\":{},\"expected_text\":\"photo3.jpg\"}]\nEOF\ncat > cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Entry points inspected: README 'Limitations and not in this version' lists no file watcher, background service, timer, or scheduled runs. src/shotseek has daemon worker threads (indexer.py, walker.py, probe.py) that run inside a single index command and exit with it; no cron, loop, or webhook trigger was found. The README's documented --time-budget and resumable index runs are one-shot commands, not product cycles.\",\"checks\":[]}\nEOF\nfor f in probe claims examples cycles; do python3 -I -c \"import json,sys;json.load(open('$f.json'));print('$f ok')\"; done", "cd && cat > report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":\"unsure\",\"operation\":\"Index a media folder with shotseek and search it for photos and video moments (README Quickstart steps 2-9), plus B-roll point search\",\"operation_scope\":\"Linux x86_64 CPU, Ubuntu 24.04, Python 3.12.3 via uv, ffmpeg 6.1.1 from apt, torch 2.14.1+cpu, default OpenCLIP ViT-B-32 model, four generated test photos and one generated test video in Relevance quality on real footage and large libraries not evaluated.\",\"steps\":[\"git init; git remote add origin https://github.com/TayHCode/shotseek; git fetch --depth 1 origin d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c; git reset --mixed FETCH_HEAD\",\"sudo apt install ffmpeg (ffmpeg/ffprobe 6.1.1 on PATH)\",\"curl -LsSf https://astral.sh/uv/install.sh | sh; export PATH=\\\"$HOME/.local/bin:$PATH\\\"; uv venv --python 3.12\",\"uv pip install 'torch>=2.2' 'torchvision>=0.17' --index-url https://download.pytorch.org/whl/cpu\",\"uv pip install .\",\"shotseek doctor (ok: true, 13 ok, 2 setup warnings)\",\"shotseek init --library media=\",\"shotseek index --time-budget 300 (complete, 5 files indexed, 0 failed)\",\"shotseek search \\\"a barista pouring latte art\\\" --format text (returns photo3.jpg)\",\"shotseek broll --media any --point \\\"coffee and pastry at the counter\\\" --format text\",\"python -m unittest discover -s tests -t . -q (210 tests, OK, skipped=5)\",\"uv pip install ruff; python -m ruff check . (All checks passed!)\"],\"deviations\":[\"Used apt for ffmpeg instead of the static John Van Sickle build; sudo was available.\",\"Media was generated with ffmpeg testsrc (synthetic) because no real media was supplied; the four photos are identical so near-duplicate handling collapsed them. Search ranking on synthetic media is not meaningful.\",\"ruff was not in the package; installed it into the venv with uv pip before running the CONTRIBUTING lint command.\",\"The /inputs/coldpass-preflight.py path named in the task does not exist; the checker at was used instead.\",\"git reset --mixed FETCH_HEAD was run after git init; the source tree was already present so no files were replaced.\",\"No cycle was run: the README and source have no scheduler, watcher, or timer, so cycles.json is detected:false.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":\"None required for this run. Real-library quality and large-library performance remain untested.\"}\nEOF\npython3 -I -c \"import json;json.load(open('report.json'));print('report ok')\"; cd && COLDPASS_WORKSPACE= python3 -I --validate --replay 2>&1 | tail -60; echo rc=${PIPESTATUS[0]}", "cd && sed -i 's#git remote add origin https://github.com/TayHCode/shotseek#git remote add origin #' report.json && grep -c \"https://\" report.json; cd && COLDPASS_WORKSPACE= python3 -I --validate --replay > /tmp/check.out 2>&1; echo rc=$?; python3 -I -c \"\nimport json;d=json.load(open('/tmp/check.out')) if False else None\" ; tail -c 1200 /tmp/check.out", "cd && grep -o '\"valid\": [a-z]*' /tmp/check.out; grep -o '\"problems\": \\[[^]]*\\]' /tmp/check.out | head -c 300; echo; grep -o '\"evidence_strength\": \"[a-z_]*\"' /tmp/check.out; pgrep -fa shotseek || echo \"no shotseek processes\"; ls -la .coldpass" ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Index a media folder with shotseek and search it for photos and video moments (README Quickstart steps 2-9), plus B-roll point search", "suggested_fix": null, "tokens_in": 434241, "tokens_out": 12235, "cost_usd": 0.018223319999999998, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "search", "a barista pouring latte art", "--format", "text" ], "kind": "cli", "returncode": 0, "stdout": "1. 0.0001 (0.50) photo \n2. -0.0156 (-2.00) video 00:00:00.000-00:00:05.500 ", "stderr": "", "needs_credentials": false, "needs_browser": false, "scope": "product operation" } } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 1 connection review, 1 outside write.", "findings": [ { "kind": "connection-review", "count": 1, "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.", "location_count": 42, "process_count": 16 }, { "kind": "outside-write", "count": 1, "note": "Repository processes attempted these writes outside documented output/cache paths.", "location_count": 122, "process_count": 1, "processes": [ { "executable": "/usr/lib/apt/methods/store", "owner": "repo", "path": "/var/lib/apt/lists/partial/archive.ubuntu.com_ubuntu_dists_noble-backports_multiverse_cnf_Commands-amd64", "pid": "2196", "source": "store" } ] } ], "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." ], "static": { "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check." }, "evidence_url": "/safety/?run=TayHCode--shotseek-claude-haiku-5-5-1792729217191649626", "evidence_file": "/data/safety/TayHCode--shotseek-claude-haiku-5-5-1792729217191649626.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.300 (Claude Code)", "tool_transport": "mcp-assigned-vm", "platform": "linux", "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "native_tool_calls": 17, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "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": "unknown", "status": "pending", "reason": null }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": "product operation", "tool_calls": 17, "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": "Entry points inspected: README 'Limitations and not in this version' lists no file watcher, background service, timer, or scheduled runs. src/shotseek has daemon worker threads (indexer.py, walker.py, probe.py) that run inside a single index command and exit with it; no cron, loop, or webhook trigger was found. The README's documented --time-budget and resumable index runs are one-shot commands, not product cycles.", "evidence": "Entry points inspected: README 'Limitations and not in this version' lists no file watcher, background service, timer, or scheduled runs. src/shotseek has daemon worker threads (indexer.py, walker.py, probe.py) that run inside a single index command and exit with it; no cron, loop, or webhook trigger was found. The README's documented --time-budget and resumable index runs are one-shot commands, not product cycles.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "search returns ranked results as text when asked", "source": "Default output is JSON; search and B-roll also support CSV and text.", "input": "a barista pouring latte art", "expected": "ranked text results naming indexed photo3.jpg", "command": " search 'a barista pouring latte art' --format text", "verdict": "yes", "outcome": "Real input produced the expected result: photo3.jpg", "evidence": "photo3.jpg\n2. -0.0156 (-2.00) video 00:00:00.000-00:00:05.500 \n", "returncode": 0, "source_checked": true, "source_file": "README.md" }, { "kind": "claim", "claim": "B-roll points are always searched", "source": "Points and explicit visual queries are always searched.", "input": "--point coffee and pastry at the counter", "expected": "a ranked candidate list for the point", "command": " broll --media any --point 'coffee and pastry at the counter' --format text", "verdict": "yes", "outcome": "Real input produced the expected result: photo3.jpg", "evidence": "photo3.jpg\n2. 0.0088 (-2.00) video 00:00:00.000-00:00:05.500 \n", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "documented offline unit test suite passes", "source": "CONTRIBUTING.md", "input": "python -m unittest discover -s tests -t . -q", "command": " -m unittest discover -s tests -t . -q", "evidence": "candidate_stall_seconds=1.759 candidate_probes=1\nLoading image/text model ViT-B-32/laion2b_s34b_b79k from the local cache (offline).\nLoading image/text model ViT-B-32/laion2b_s34b_b79k from the local cache (offline).\nDirectory listing errors in media: 1\nDirectory listing errors in media: 1\nDirectory listing errors in extra: 1\n----------------------------------------------------------------------\nRan 210 tests in 201.673s\n\nOK (skipped=5)", "deferred": false, "expected": "210 tests run, exit 0 (5 skipped)", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "documented lint check passes", "source": "CONTRIBUTING.md", "input": "python -m ruff check .", "command": " -m ruff check .", "evidence": "All checks passed!", "deferred": false, "expected": "All checks passed!", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "README B-roll point example runs", "source": "README.md", "input": "shotseek broll --media any --point \"coffee and pastry at the counter\"", "command": " broll --media any --point 'coffee and pastry at the counter' --format text", "evidence": "1. 0.0296 (0.50) photo \n2. 0.0088 (-2.00) video 00:00:00.000-00:00:05.500 ", "deferred": false, "expected": "ranked candidates for the point", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" } ], "does_what_it_says": "yes", "maintenance": { "last_commit_at": "2026-10-15T16:30:35Z", "commits_90d": 3, "merged_prs_90d": 2, "open_issues": 0, "open_prs": 0, "reply_share": null, "reply_threads": 0, "median_reply_hours": null, "last_release_at": null, "archived": false, "verdict": "maintained", "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" }, "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": "2026-10-23T04:44:49.193841+00:00", "tested_commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "tested_with": { "agent": "claude-code", "agent_version": "2.1.300 (Claude Code)", "model": "claude-haiku-5-5", "model_route": "claude-haiku-5-5", "reasoning": "low", "os": "linux", "backend": "hyperv", "transport": "mcp-assigned-vm" }, "setup_identity": { "repo": "TayHCode/shotseek", "source": "https://github.com/TayHCode/shotseek", "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "source_revision": null, "os": "linux", "architecture": null, "backend": "hyperv", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.300 (Claude Code)", "tool_transport": "mcp-assigned-vm", "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "url": "https://github.com/TayHCode/shotseek" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Index a media folder with shotseek and search it for photos and video moments (README Quickstart steps 2-9), plus B-roll point search", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-bdc1b9b3c0d2673aef87e076d14084a8123ddcf09d520c1ee2e364a37c3f4bb9", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": null, "report_url": null }