{ "run_id": "TayHCode--shotseek-gpt-6-luna-1792740079292505459", "date": "2026-10-23T07:24:13.034125+00:00", "repo": "TayHCode/shotseek", "kind": "repo", "source": "https://github.com/TayHCode/shotseek", "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "test_version": "readme-0f3d0bf16b16cf3f0e7a538608f68c653dedb635064823cab4ef3c773fbbd53f", "pass": true, "outcome": "pass", "time_to_working_s": 137.67203011305537, "total_s": 173.74159479141235, "steps": [ "pwd; rg --files -g 'README*' -g 'AGENTS.md' -g 'pyproject.toml' -g 'package.json' | head -80; ls -la", "cat README.md; cat pyproject.toml; find . -name AGENTS.md -o -path './.github/workflows/*'", " /opt/homebrew/bin/python3 --version; command -v uv || true; command -v brew || true; command -v ffmpeg || true; command -v ffprobe || true; uname -m; sed -n '1,180p' docs/examples/queries.csv; find .github/workflows -type f -maxdepth 2 -print", "curl -LsSf https://astral.sh/uv/install.sh | sh", "brew install ffmpeg", "export PATH=; uv --version; uv venv --python 3.12 .venv", "export HOMEBREW_NO_AUTO_UPDATE=1 HOMEBREW_NO_ENV_HINTS=1; export USER=$(id -un); brew install ffmpeg", "export PATH=; uv pip install . --python .venv/bin/python", "export PATH=/opt/homebrew/bin:; .venv/bin/shotseek doctor", "sed -n '1,240p' agents/README.md; sed -n '1,200p' agents/generic/PROMPT.md; sed -n '1,200p' docs/output.md; /opt/homebrew/bin/python3 -V", "export PATH=/opt/homebrew/bin:; .venv/bin/shotseek init --library media= --config --index-dir ", "mkdir -p .coldpass/media; export PATH=/opt/homebrew/bin:; .venv/bin/shotseek init --library media= --config --index-dir ", "export PATH=/opt/homebrew/bin:; .venv/bin/shotseek index --config --index-dir ", "mkdir -p .coldpass/media; /opt/homebrew/bin/python3 -I -c 'from PIL import Image; Image.new(\"RGB\", (64,64), (180,100,40)).save(\".coldpass/media/cafe.jpg\", quality=90)'", "sips -h 2>&1 | head -6; ls -la ", "cat > <<'EOF'\nP3\n2 2\n255\n180 100 40 180 100 40\n180 100 40 180 100 40\nEOF\nsips -s format jpeg .coldpass/sample.ppm --out .coldpass/media/cafe.jpg >/dev/null; ls -l .coldpass/media/cafe.jpg", "export PATH=/opt/homebrew/bin:; .venv/bin/shotseek index --config --index-dir ", "export PATH=/opt/homebrew/bin:; .venv/bin/shotseek search \"a barista pouring latte art\" --format text --config --index-dir ", "mkdir -p .coldpass; cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"\",\"search\",\"a barista pouring latte art\",\"--format\",\"text\",\"--config\",\"\",\"--index-dir\",\"\"],\"cwd\":\"\",\"env\":{\"PATH\":\"/opt/homebrew/bin:\"},\"expected_text\":\"cafe.jpg\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[\n {\"kind\":\"claim\",\"claim\":\"Indexing photos and video frames creates a searchable index.\",\"source\":\"Incrementally index photos and video frames\",\"input\":\".coldpass/media/cafe.jpg\",\"expected\":\"Search produces a ranked result containing cafe.jpg.\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"search\",\"a barista pouring latte art\",\"--format\",\"text\",\"--config\",\"\",\"--index-dir\",\"\"],\"expected_text\":\"cafe.jpg\",\"cwd\":\"\",\"env\":{\"PATH\":\"/opt/homebrew/bin:\"}}\n]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[\n {\"kind\":\"example\",\"claim\":\"Initialize a named photo library and check local requirements\",\"source\":\"README.md, Quickstart steps 5-6\",\"input\":\"Generated photo in .coldpass/media\",\"expected\":\"Doctor succeeds and search returns the photo\",\"argv\":[\"\",\"doctor\",\"--config\",\"\",\"--index-dir\",\"\"],\"cwd\":\"\",\"env\":{\"PATH\":\"/opt/homebrew/bin:\"},\"expected_text\":\"\\\"ok\\\": true\"},\n {\"kind\":\"example\",\"claim\":\"Index a library and search the committed index\",\"source\":\"README.md, Quickstart steps 7-8\",\"input\":\".coldpass/media/cafe.jpg, query a barista pouring latte art\",\"expected\":\"Indexed one file; search returns cafe.jpg\",\"argv\":[\"\",\"search\",\"a barista pouring latte art\",\"--format\",\"text\",\"--config\",\"\",\"--index-dir\",\"\"],\"cwd\":\"\",\"env\":{\"PATH\":\"/opt/homebrew/bin:\"},\"expected_text\":\"cafe.jpg\"}\n]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"README Commands and entry points describe explicitly invoked CLI indexing and search. README states there is no file watcher, background service, or timer; no product cycle exists to trigger.\",\"checks\":[]}\nEOF", "COLDPASS_WORKSPACE= /opt/homebrew/bin/python3 -I --validate --replay", "cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Initialized a library, indexed a generated photo, and searched it\",\"operation_scope\":\"README quickstart on macOS arm64 with isolated Python 3.12.15, uv, ffmpeg and ffprobe\",\"steps\":[\"Installed uv using the README installer.\",\"Created .venv with uv venv --python 3.12.\",\"Installed ffmpeg with Homebrew and installed the project with uv pip install . (macOS correctly skipped the Linux/Windows CPU PyTorch wheel step).\",\"Ran shotseek doctor; all prerequisite checks passed.\",\"Ran shotseek init, indexed a generated JPEG, and searched for 'a barista pouring latte art'; the result included cafe.jpg.\",\"Validated and replayed probe, README claim, examples and cycle evidence successfully.\"],\"deviations\":[\"Initial brew install ffmpeg attempt failed with 'Error: user agent doesn't exist'; retrying after setting USER to the guest account succeeded.\",\"Initial init operation referred to a media folder that did not exist; created the folder and reran init successfully.\",\"Initial empty index operation found no media; generated a JPEG fixture and reran indexing to exercise searchable behavior.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF" ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Initialized a library, indexed a generated photo, and searched it", "suggested_fix": null, "tokens_in": 541958, "tokens_out": 2619, "cost_usd": null, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "search", "a barista pouring latte art", "--format", "text", "--config", "", "--index-dir", "" ], "kind": "cli", "returncode": 0, "stdout": "1. 0.0812 (0.00) photo ", "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.", "macos 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-gpt-6-luna-1792740079292505459", "evidence_file": "/data/safety/TayHCode--shotseek-gpt-6-luna-1792740079292505459.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "codex", "agent_runtime_version": "codex-cli 0.163.0", "tool_transport": "mcp-assigned-vm", "platform": "macos", "reasoning": "low", "service_tier": "standard", "resources": { "cpus": null, "memory_mib": 4096, "disk_mib": 32768 }, "native_tool_calls": 21, "native_bundle": null, "architecture": null, "backend": "tart", "platform_details": { "backend": "tart", "os": "macos" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "url": "https://github.com/TayHCode/shotseek" }, "purpose": "initial", "profile": { "model": "gpt-6-luna", "reasoning": "low" }, "fault": { "owner": null, "status": "resolved", "reason": null }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": "product operation", "tool_calls": 21, "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 Commands and entry points describe explicitly invoked CLI indexing and search. README states there is no file watcher, background service, or timer; no product cycle exists to trigger.", "evidence": "README Commands and entry points describe explicitly invoked CLI indexing and search. README states there is no file watcher, background service, or timer; no product cycle exists to trigger.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "Indexing photos and video frames creates a searchable index.", "source": "Incrementally index photos and video frames", "input": ".coldpass/media/cafe.jpg", "expected": "Search produces a ranked result containing cafe.jpg.", "command": " search 'a barista pouring latte art' --format text --config --index-dir ", "verdict": "yes", "outcome": "Real input produced the expected result: cafe.jpg", "evidence": "cafe.jpg\n", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Initialize a named photo library and check local requirements", "source": "README.md, Quickstart steps 5-6", "input": "Generated photo in .coldpass/media", "command": " doctor --config --index-dir ", "evidence": "2/site-packages/av/.dylibs/libavdevice.62.3.102.dylib (0x1136183a8). This may cause spurious casting failures and mysterious crashes. One of the duplicates must be removed or renamed.\nobjc[2512]: Class AVFAudioReceiver is implemented in both /private (0x104b343f8) and /private (0x1136183f8). This may cause spurious casting failures and mysterious crashes. One of the duplicates must be removed or renamed.", "deferred": false, "expected": "Doctor succeeds and search returns the photo", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Index a library and search the committed index", "source": "README.md, Quickstart steps 7-8", "input": ".coldpass/media/cafe.jpg, query a barista pouring latte art", "command": " search 'a barista pouring latte art' --format text --config --index-dir ", "evidence": "1. 0.0812 (0.00) photo ", "deferred": false, "expected": "Indexed one file; search returns cafe.jpg", "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": "2026-10-23T07:24:13.034125+00:00", "tested_commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "tested_with": { "agent": "codex", "agent_version": "codex-cli 0.163.0", "model": "gpt-6-luna", "model_route": "gpt-6-luna", "reasoning": "low", "os": "macos", "backend": "tart", "transport": "mcp-assigned-vm" }, "setup_identity": { "repo": "TayHCode/shotseek", "source": "https://github.com/TayHCode/shotseek", "commit": "d6c0f780d56f5e63fd53b47dd9f3b13173e43f0c", "source_revision": null, "os": "mac", "architecture": null, "backend": "tart", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "agent_execution": "native_agent", "agent_runtime": "codex", "agent_runtime_version": "codex-cli 0.163.0", "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": "macos", "backend": "tart" }, "platform_conflicts": null, "reasoning": "low", "service_tier": "standard", "resources": { "cpus": null, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Initialized a library, indexed a generated photo, and searched it", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-0f3d0bf16b16cf3f0e7a538608f68c653dedb635064823cab4ef3c773fbbd53f", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": null, "report_url": null }