{ "run_id": "Btike--bulk-bg-remove-claude-haiku-5-5-1793150620837881741", "date": "2026-10-28T01:30:48.756289+00:00", "repo": "Btike/bulk-bg-remove", "kind": "repo", "source": "https://github.com/Btike/bulk-bg-remove", "commit": "6f4f721e9b6b6cc959081cdc28f7381460a37404", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-c03644542c69939a9374958136a8b3431f7456269d3fb4b3c433785f59cfd637", "pass": true, "outcome": "pass", "time_to_working_s": 393.02659754199703, "total_s": 427.91833114624023, "steps": [ "cd && pwd && ls -la && id -u && cat README.md | head -c 6000", "cd && git log --oneline -1 2>&1; python3 --version; echo $CDP_URL; curl -s -m 10 -i $CDP_URL/json/version | head -20", "cd && tail -c 1000 README.md; echo ----; cat .python-version; grep -n requires-python pyproject.toml; ls scripts tests .coldpass; which uv; uv --version 2>&1", "cd /tmp && timeout 900 uv tool install bulk-bg-remove 2>&1 | tail -20; echo \"rc=$?\"; which bulk-bg-remove; bulk-bg-remove --help 2>&1 | head -60", "export PATH=; cd /tmp && bulk-bg-remove --help 2>&1 | head -80; bulk-bg-remove --version 2>&1 | head -3", "cd && grep -n '^version' pyproject.toml; ls assets benchmark | head -50; export PATH=; cd /tmp && timeout 600 bulk-bg-remove doctor 2>&1 | head -60", "mkdir -p && cp && export PATH= && cd /tmp && timeout 600 bulk-bg-remove --dry-run --json 2>&1 | head -30; ls ", "export PATH= && cd /tmp && timeout 1500 bulk-bg-remove -y 2>&1 | tail -30; echo rc=${PIPESTATUS[0]}; find -type f 2>/dev/null | head", "export PATH=; cd /tmp && bulk-bg-remove --shop --dry-run --json 2>&1 | tail -1 | head -c 1500; echo; cd && grep -rnE \"while True|schedule|cron|--once|--now|sleep\\(|webhook\" src | head -20; ls src/*", "mkdir -p && cp && ls -la && ls 2>&1 | head -1", "cd && cat > probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"\",\"\",\"-o\",\"\",\"-y\"],\"cwd\":\"\",\"env\":{\"HOME\":\"\"},\"output_directory\":\"\",\"expected_text\":\"1 done\"}\nEOF\npython3 -I -c \"import json;print(json.load(open('probe.json'))['argv'])\"", "cd && cat > claims.json <<'EOF'\n[\n{\"kind\":\"claim\",\"claim\":\"Default output folder is -no-bg next to the input and a real photo is cut out\",\"source\":\"Output goes to a new `-no-bg/` folder next to the input.\",\"input\":\"\",\"expected\":\"one image processed into \",\"probe_kind\":\"cli\",\"argv\":[\"\",\"\",\"-y\"],\"env\":{\"HOME\":\"\"},\"output_directory\":\"\",\"expected_text\":\"1 done\",\"cwd\":\"\"},\n{\"kind\":\"claim\",\"claim\":\"--dry-run --json plans the run as JSON with the model chosen\",\"source\":\"scan and plan only; one JSON event per line for agents\",\"input\":\"\",\"expected\":\"JSON plan event naming the auto-chosen model silueta\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"\",\"--dry-run\",\"--json\"],\"env\":{\"HOME\":\"\"},\"expected_text\":\"\\\"model\\\": \\\"silueta\\\"\",\"cwd\":\"\"},\n{\"kind\":\"claim\",\"claim\":\"--shop plans a white square 2000 px JPEG output\",\"source\":\"`--shop` puts every product on white, square, 2000 px and ready to\",\"input\":\"\",\"expected\":\"plan with output_format jpg\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"\",\"--shop\",\"--dry-run\",\"--json\"],\"env\":{\"HOME\":\"\"},\"expected_text\":\"\\\"output_format\\\": \\\"jpg\\\"\",\"cwd\":\"\"}\n]\nEOF\npython3 -I -c \"import json;print(len(json.load(open('claims.json'))))\"", "mkdir -p && cp && cd && cat > examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Documented folder run: bulk-bg-remove PATH writes PATH-no-bg, with --format webp for smaller lossless files\",\"source\":\"README.md Options table: --format webp|jpg\",\"input\":\" --format webp\",\"expected\":\"one image processed into as webp\",\"argv\":[\"\",\"\",\"--format\",\"webp\",\"-y\"],\"cwd\":\"\",\"env\":{\"HOME\":\"\"},\"output_directory\":\"\",\"expected_text\":\"1 done\"}]\nEOF\ncat > cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Entry points inspected (README, src/bulk_bg_remove cli.py and the ui server). The product is a one-shot CLI run per folder; no cron, scheduler, --once/--now, or webhook loop was found. The only while-True loop is the local UI server's event stream (src/bulk_bg_remove/ui/server.py:343), which is not a product cycle.\",\"checks\":[]}\nEOF\npython3 -I -c \"import json;[json.load(open(f)) for f in ['examples.json','cycles.json','claims.json','probe.json']];print('ok')\"", "cd /tmp && = timeout 1500 python3 -I --validate --replay 2>&1 | tail -c 5000; echo rc=$?", "cd && cat > claims.json <<'EOF'\n[\n{\"kind\":\"claim\",\"claim\":\"Each photo is cut out into a new output folder (tested with -o, since the default -no-bg location is not an argv destination)\",\"source\":\"Output goes to a new `-no-bg/` folder next to the input.\",\"input\":\"\",\"expected\":\"one image processed into the new folder \",\"probe_kind\":\"cli\",\"argv\":[\"\",\"\",\"-o\",\"\",\"-y\"],\"env\":{\"HOME\":\"\"},\"output_directory\":\"\",\"expected_text\":\"1 done\",\"cwd\":\"\"},\n{\"kind\":\"claim\",\"claim\":\"--dry-run --json plans the run as JSON with the model chosen\",\"source\":\"scan and plan only; one JSON event per line for agents\",\"input\":\"\",\"expected\":\"JSON plan event naming the auto-chosen model silueta\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"\",\"--dry-run\",\"--json\"],\"env\":{\"HOME\":\"\"},\"expected_text\":\"\\\"model\\\": \\\"silueta\\\"\",\"cwd\":\"\"},\n{\"kind\":\"claim\",\"claim\":\"--shop plans a white square 2000 px JPEG output\",\"source\":\"`--shop` puts every product on white, square, 2000 px and ready to\",\"input\":\"\",\"expected\":\"plan with output_format jpg\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"\",\"--shop\",\"--dry-run\",\"--json\"],\"env\":{\"HOME\":\"\"},\"expected_text\":\"\\\"output_format\\\": \\\"jpg\\\"\",\"cwd\":\"\"}\n]\nEOF\ncat > examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Documented folder run with --format webp for smaller lossless files\",\"source\":\"README.md Options table: --format webp|jpg\",\"input\":\" --format webp\",\"expected\":\"one image processed into as webp\",\"argv\":[\"\",\"\",\"-o\",\"\",\"--format\",\"webp\",\"-y\"],\"cwd\":\"\",\"env\":{\"HOME\":\"\"},\"output_directory\":\"\",\"expected_text\":\"1 done\"}]\nEOF\npython3 -I -c \"import json;[json.load(open(f)) for f in ['examples.json','claims.json']];print('ok')\"", "cd /tmp && = timeout 1500 python3 -I --validate --replay > 2>&1; echo rc=$?; python3 -I -c \"\nimport json\nd=json.load(open(''))\nprint('valid',d.get('valid'),d.get('problems'))\nr=d.get('replay',{})\nprint('status',r.get('status'))\ndet=r.get('details',{})\nprint('probe rc',det.get('returncode'),det.get('argv'))\nfor c in det.get('claims',[]): print('CLAIM',c.get('verdict'),c.get('outcome'),c.get('evidence'))\nfor e in det.get('example_checks',[]): print('EX',e.get('verdict'),e.get('outcome'),e.get('evidence'))\nfor c in det.get('cycle_checks',[]): print('CYC',c.get('verdict'))\n\"", "cd /tmp && grep -o '\"verdict\": \"[a-z_]*\"' | sort | uniq -c; grep -o '\"outcome\": \"[^\"]\\{0,160\\}' | head -8; rm -rf ; ls ", "cd && cat > report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Remove backgrounds from every photo in a folder with the bulk-bg-remove CLI, writing a new output folder with cut-out PNGs\",\"operation_scope\":\"Linux x86_64 guest (Ubuntu, Python 3.12.3, uv 0.13.5), CPU only, 3.5 GB free RAM; downloads the silueta model (44 MB) on first run; no browser or credentials needed for the CLI path\",\"steps\":[\"curl -s $CDP_URL/json/version (HTTP 200, Chrome/155 shared endpoint reachable; not needed for CLI)\",\"uv tool install bulk-bg-remove (installed 0.1.0 into )\",\"bulk-bg-remove doctor (READY)\",\"bulk-bg-remove --dry-run --json (plan: model silueta)\",\"bulk-bg-remove -y (1 done, 0 failed; output showcase.png)\",\"bulk-bg-remove -o -y (probe, replayed PASS)\",\"bulk-bg-remove --shop --dry-run --json (output_format jpg)\"],\"deviations\":[\"Installed the PyPI release (uv tool install bulk-bg-remove, version 0.1.0) as the README documents, instead of building from the pinned checkout; the workspace pyproject also says 0.1.0 but I did not diff the sources.\",\"Input photo was assets/showcase.webp from the repo (a composite of four real photos), copied into fresh input folders.\",\"Claim and example runs use an explicit -o output folder, because the checker requires output_directory to match an argv destination; the README default location (-no-bg next to the input) was observed manually in the first run but not replayed.\",\"The --ui browser drag-and-drop page was not exercised; the CLI path was used instead.\",\"No Git metadata setup was needed; the workspace was used directly, not as a git checkout.\",\"Removed my manual photos-no-bg output before replay; checker-generated output folders were left in \"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF\npython3 -I -c \"import json;d=json.load(open('report.json'));print(d['outcome'], len(d['steps']))\"; ls -la " ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Remove backgrounds from every photo in a folder with the bulk-bg-remove CLI, writing a new output folder with cut-out PNGs", "suggested_fix": null, "tokens_in": 506679, "tokens_out": 14739, "cost_usd": 0.02049895, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "", "-o", "", "-y" ], "kind": "cli", "returncode": 0, "stdout": " \u2584\u2584\u2584 BULK-BG-REMOVE \u2584\u2584\u2584\n v0.1.0 \u00b7 100% local \u00b7 subject pixels untouched\n\n [1/4 SCAN] x86_64 \u00b7 1 perf cores \u00b7 3.5 GB free RAM \u00b7 cpu\n 1 images (WebP 1) \u00b7 0 MB \u00b7 0 skipped\n [2/4 PLAN] 1 to process \u00b7 1 worker, one image at a time (limited by RAM) \u00b7 \nETA ~2s\n model silueta \u00b7 edges matte \u00b7 needs 3.0 GB free RAM\n auto: silueta fits your free RAM (8.1/10 on uniform images; best \nbirefnet-general-lite 8.6)\n output \u2192 \n\n[excerpt truncated]", "stderr": "", "needs_credentials": false, "needs_browser": false, "scope": "product operation" } } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 1 connection review.", "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written.", "findings": [ { "kind": "connection-review", "count": 1, "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.", "location_count": 12, "process_count": 15 } ], "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=Btike--bulk-bg-remove-claude-haiku-5-5-1793150620837881741", "evidence_file": "/data/safety/Btike--bulk-bg-remove-claude-haiku-5-5-1793150620837881741.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.310 (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": 18, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "6f4f721e9b6b6cc959081cdc28f7381460a37404", "url": "https://github.com/Btike/bulk-bg-remove" }, "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": 18, "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/Btike/bulk-bg-remove", "cost_to_try": "free", "hardware": null, "what_failed": null, "local_or_hosted": "local", "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, src/bulk_bg_remove cli.py and the ui server). The product is a one-shot CLI run per folder; no cron, scheduler, --once/--now, or webhook loop was found. The only while-True loop is the local UI server's event stream (src/bulk_bg_remove/ui/server.py:343), which is not a product cycle.", "evidence": "Entry points inspected (README, src/bulk_bg_remove cli.py and the ui server). The product is a one-shot CLI run per folder; no cron, scheduler, --once/--now, or webhook loop was found. The only while-True loop is the local UI server's event stream (src/bulk_bg_remove/ui/server.py:343), which is not a product cycle.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "Each photo is cut out into a new output folder (tested with -o, since the default -no-bg location is not an argv destination)", "source": "Output goes to a new `-no-bg/` folder next to the input.", "input": "", "expected": "one image processed into the new folder ", "command": " -o -y", "verdict": "yes", "outcome": "Real input produced the expected result: 1 done", "evidence": "\u20261 done \u00b7 0 failed \u00b7 0 already done \u00b7 13s\n ! showcase.png: edge MP to fit free RAM\n output \u2192 \n\n", "returncode": 0, "source_checked": true, "source_file": "README.md" }, { "kind": "claim", "claim": "--dry-run --json plans the run as JSON with the model chosen", "source": "scan and plan only; one JSON event per line for agents", "input": "", "expected": "JSON plan event naming the auto-chosen model silueta", "command": " --dry-run --json", "verdict": "yes", "outcome": "Real input produced the expected result: \"model\": \"silueta\"", "evidence": "\u2026\"model\": \"silueta\", \"model_choice\": {\"profile\": \"uniform\", \"model\": \"silueta\", \"score\": 8.1, \"best_model\": \"birefnet-general-lite\", \"best_score\": 8.6, \"best_needs_gb\": 11.7, \"needs_gb\": 3.0, \"fits\": true, \"gap\": 0.5}, \"edges\": \"matte\", \"output_format\": \"png\", \"finish\": null, \"already_done\": 0}\n", "returncode": 0, "source_checked": true, "source_file": "README.md" }, { "kind": "claim", "claim": "--shop plans a white square 2000 px JPEG output", "source": "`--shop` puts every product on white, square, 2000 px and ready to", "input": "", "expected": "plan with output_format jpg", "command": " --shop --dry-run --json", "verdict": "yes", "outcome": "Real input produced the expected result: \"output_format\": \"jpg\"", "evidence": "\u2026\"output_format\": \"jpg\", \"finish\": {\"background\": \"#FFFFFF\", \"square\": true, \"pad\": 7.5, \"size\": 2000}, \"already_done\": 0}\n", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Documented folder run with --format webp for smaller lossless files", "source": "README.md Options table: --format webp|jpg", "input": " --format webp", "command": " -o --format webp -y", "evidence": " by RAM) \u00b7 \nETA ~2s\n model silueta \u00b7 edges matte \u00b7 needs 3.0 GB free RAM\n auto: silueta fits your free RAM (8.1/10 on uniform images; best \nbirefnet-general-lite 8.6)\n output \u2192 \n\n [3/4 RUN] loading model in each worker\u2026\n worker 0 ready\n \u2713 demo.webp 1280\u00d7720 1.6s\n\n [4/4 VERIFY] checking 1 outputs\u2026\n GAME CLEAR \u00b7 1 done \u00b7 0 failed \u00b7 0 already done \u00b7 5s\n output \u2192 \n", "deferred": false, "expected": "one image processed into as webp", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" } ], "does_what_it_says": "yes", "maintenance": { "last_commit_at": "2026-10-27T23:25:28Z", "commits_90d": 36, "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 0 days ago; 36 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 0 days ago; 36 commits and 2 merged PRs in 90 days; 0 open issues, 0 open PRs; no releases", "maintained": "active", "maintained_note": "last commit 0 days ago", "last_commit_at": "2026-10-27T23:26:01Z", "last_release_at": null, "open_issues": null, "answered_issues": null, "platforms_claimed": [ "linux", "mac", "windows" ], "topic": "agent-harness", "agent_interfaces": [ { "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": "2026-10-28T01:30:48.756289+00:00", "tested_commit": "6f4f721e9b6b6cc959081cdc28f7381460a37404", "tested_with": { "agent": "claude-code", "agent_version": "2.1.310 (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": "Btike/bulk-bg-remove", "source": "https://github.com/Btike/bulk-bg-remove", "commit": "6f4f721e9b6b6cc959081cdc28f7381460a37404", "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": "2.1.310 (Claude Code)", "tool_transport": "mcp-assigned-vm", "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "6f4f721e9b6b6cc959081cdc28f7381460a37404", "url": "https://github.com/Btike/bulk-bg-remove" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Remove backgrounds from every photo in a folder with the bulk-bg-remove CLI, writing a new output folder with cut-out PNGs", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-c03644542c69939a9374958136a8b3431f7456269d3fb4b3c433785f59cfd637", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": "/transcripts/Btike--bulk-bg-remove-claude-haiku-5-5-1793150620837881741.txt", "report_url": "/reports/Btike--bulk-bg-remove-claude-haiku-5-5-1793150620837881741.json" }