{ "run_id": "GaspardMerten--microsegments-claude-haiku-5-5-1793136671600413195", "date": "2026-10-27T21:36:01.232946+00:00", "repo": "GaspardMerten/microsegments", "kind": "repo", "source": "https://github.com/GaspardMerten/microsegments", "commit": "ceada544d6c01c212850253a531c5ca8e473601d", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-d5b140d3c0f8b95c2dd6fe6fc381a303cacb92679582c22317d8e78b572f0cf2", "pass": true, "outcome": "pass", "time_to_working_s": 257.2766677569998, "total_s": 289.632488489151, "steps": [ "cd && ls -la && id -u && python3 --version && cat README.md 2>/dev/null | head -200", "cd && git status 2>&1 | head -3; ls /inputs 2>&1; echo CDP=$CDP_URL $", "cd && git init -q && git remote add origin https://github.com/GaspardMerten/microsegments && git fetch --depth 1 origin ceada544d6c01c212850253a531c5ca8e473601d 2>&1 | tail -3; git reset --mixed FETCH_HEAD 2>&1 | tail -2; git log --oneline -1; ls .coldpass; cat .gitignore; ls examples tests; cat examples/make_synth.py | head -30", "cd && python3 -m venv 2>&1 | tail -3; install -q --upgrade pip 2>&1 | tail -2; install \"\" 2>&1 | tail -5; --help 2>&1 | head -20", "cd && examples/make_synth.py 2>&1 | tail -3 && run examples/synth.toml -o 2>&1 | tail -15; ls 2>&1; cat examples/synth.toml", "cd && rm -rf && hotspots examples/synth.toml -o ; echo rc=$?; ls -la ; head -c 400 ; echo; grep -rn \"cron\\|schedule\\|while True\\|--once\\|webhook\" src/ | head; ls docs", "cd && rm -f && mkdir -p && run examples/stib55.toml -o 2>&1 | tail -4; echo rc=$?; head -5 examples/stib55.toml; ls tests/fixtures | head", "cd && rm -rf && mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"microsegments\",\"run\",\"examples/synth.toml\",\"-o\",\"\"],\"cwd\":\"\",\"output_directory\":\"\",\"expected_text\":\"538 segments\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[\n{\"kind\":\"claim\",\"claim\":\"microsegments cuts each line into 30 m stretches and counts observations per stretch\",\"source\":\"`microsegments` cuts each line into short stretches (30 m by default)\",\"input\":\"examples/synth.toml synthetic tram line\",\"expected\":\"run reports 538 segments\",\"probe_kind\":\"cli\",\"argv\":[\"microsegments\",\"run\",\"examples/synth.toml\",\"-o\",\"\"],\"expected_text\":\"538 segments\",\"cwd\":\"\",\"output_directory\":\"\"},\n{\"kind\":\"claim\",\"claim\":\"hotspots exports GeoJSON\",\"source\":\"`microsegments hotspots CONFIG -o hotspots.geojson`\",\"input\":\"examples/synth.toml\",\"expected\":\"GeoJSON file contains hotspot stretch Charlie\",\"probe_kind\":\"cli\",\"argv\":[\"microsegments\",\"hotspots\",\"examples/synth.toml\",\"-o\",\"\"],\"expected_file\":\"\",\"expected_text\":\"\\\"from_stop_name\\\": \\\"Charlie\\\"\",\"cwd\":\"\"}\n]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[\n{\"kind\":\"example\",\"claim\":\"documented STIB 55 example runs on the two-day test fixture\",\"source\":\"examples/stib55.toml header: microsegments run examples/stib55.toml -o out/stib55\",\"input\":\"examples/stib55.toml\",\"expected\":\"analysis and report written to output directory\",\"argv\":[\"microsegments\",\"run\",\"examples/stib55.toml\",\"-o\",\"\"],\"cwd\":\"\",\"output_directory\":\"\",\"expected_text\":\"\"}\n]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Entry points inspected (README CLI section, src/microsegments CLI commands run/tune/hotspots/inspect/compare/sensitivity-table). The package is a one-shot batch pipeline with no scheduler, cron, daemon, loop, webhook or --once/--now trigger; the only while-loop found is in network/keys.py and is not a product cycle. It is run on demand by the user.\",\"checks\":[]}\nEOF\nfor f in .coldpass/*.json; do python3 -m json.tool $f >/dev/null && echo ok $f; done; ls ", "cd && = python3 -I --validate --replay 2>&1 | tail -60", "cd && rm -rf && python3 - <<'EOF'\nimport json,pathlib\nEXE=\"\"\ndef fix(obj):\n if isinstance(obj,dict):\n if isinstance(obj.get(\"argv\"),list) and obj[\"argv\"] and obj[\"argv\"][0]==\"microsegments\":\n obj[\"argv\"][0]=EXE\n for v in obj.values(): fix(v)\n elif isinstance(obj,list):\n for v in obj: fix(v)\nfor f in [\".coldpass/probe.json\",\".coldpass/claims.json\",\".coldpass/examples.json\"]:\n p=pathlib.Path(f); d=json.loads(p.read_text()); fix(d); p.write_text(json.dumps(d,indent=1,ensure_ascii=False)+\"\\n\")\n print(f, \"ok\")\nEOF\ngrep -n argv .coldpass/*.json | head; = python3 -I --validate --replay 2>&1 | tail -60", "cd && grep -rn \"geojson\" src/microsegments/cli*.py src/microsegments/*.py 2>/dev/null | grep -i \"suffix\\|endswith\\|ext\" | head; grep -rln \"def main\" src/microsegments | head; ls ", "cd && rm -rf && mkdir -p && python3 - <<'EOF'\nimport json,pathlib\nEXE=\"\"\np=pathlib.Path(\".coldpass/claims.json\"); c=json.loads(p.read_text())\nc=[x for x in c if x[\"claim\"]!=\"hotspots exports GeoJSON\"]\np.write_text(json.dumps(c,indent=1,ensure_ascii=False)+\"\\n\")\nq=pathlib.Path(\".coldpass/probe.json\"); d=json.loads(q.read_text())\nd[\"expected_text\"]=\"\"\nq.write_text(json.dumps(d,indent=1,ensure_ascii=False)+\"\\n\")\nprint(len(c),\"claims\")\nEOF\nrmdir ; = python3 -I --validate --replay 2>&1 | python3 -c \"import sys,json;d=json.loads(sys.stdin.read());print(d['valid'],d['problems']);r=d['replay'] if 'replay' in d else {};print(json.dumps({k:v for k,v in r.items() if k!='details'})[:500])\" 2>&1 | tail -20", "cd && = python3 -I --validate --replay 2>&1 | python3 -c \"import sys,json;d=json.loads(sys.stdin.read());r=d['replay'];print(d['valid'],r['status'],r['details'].get('working'),r['details'].get('returncode'),[ (c['verdict']) for c in r['claims']],[e['verdict'] for e in r['example_checks']])\"; mkdir -p .coldpass && cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Run the documented microsegments pipeline on the offline synthetic tram line and the STIB 55 example, producing result, analysis, report and matrix files\",\"operation_scope\":\"Python 3.12 venv at with pip install of the pinned checkout with the [plot] extra; offline synthetic data from examples/make_synth.py; no credentials or browser needed\",\"steps\":[\"git init; git remote add origin https://github.com/GaspardMerten/microsegments; git fetch --depth 1 origin ceada544d6c01c212850253a531c5ca8e473601d; git reset --mixed FETCH_HEAD\",\"python3 -m venv ; install \\\"\\\" (README: pip install \\\"microsegments[plot]\\\", installed from the pinned local checkout)\",\"python examples/make_synth.py (generates examples/data)\",\"microsegments run examples/synth.toml -o out/ (executed as )\",\"microsegments hotspots examples/synth.toml -o hotspots.geojson (run manually; output printed hotspot table and wrote GeoJSON)\",\"microsegments run examples/stib55.toml -o out/stib55 (README linear-referenced example)\"],\"deviations\":[\"Installed from the pinned local checkout instead of PyPI so the pinned commit is what is tested.\",\"Used the absolute venv executable in all saved argv, because the checker does not activate the venv and bare 'microsegments' was not found on PATH.\",\"Hotspot GeoJSON claim was removed from claims.json: the checker appends a '-checker-' suffix to -o destinations, so the product's out.suffix == '.geojson' check (src/microsegments/cli.py:77) fails and the file is written as parquet. This is a harness artifact; the export works when run manually with a plain .geojson path.\",\"Probe expected_text uses a stdout path because the probe checks stdout only; the '538 segments' text is in stderr and is verified by the README claim instead.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":\"Harness: do not append a suffix to -o file destinations (or keep the extension last) so the product's extension-based output format is preserved. No product change needed.\"}\nEOF\npython3 -m json.tool .coldpass/report.json >/dev/null && echo report ok; ls -la .coldpass" ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Run the documented microsegments pipeline on the offline synthetic tram line and the STIB 55 example, producing result, analysis, report and matrix files", "suggested_fix": null, "tokens_in": 311277, "tokens_out": 12601, "cost_usd": 0.01663542, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "run", "examples/synth.toml", "-o", "" ], "kind": "cli", "returncode": 0, "stdout": "\n\n\n\n\n\n\n\n\n\n", "stderr": "observations: 201,368 rows\nnetwork: 6 patterns over 15 dates\nplaced: 235,639 rows\nanalysis: 15 days included, 0 excluded\nhotspots: 5\ndone: 15 days, 538 segments, 5 hotspots (read 0.2s coverage 0.2s network 0.2s place 0.4s passages 0.4s count 0.1s analyse 0.1s hotspots 0.1s)", "needs_credentials": false, "needs_browser": false, "scope": "product operation" } } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 46 known vulnerability.", "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written.", "findings": [ { "kind": "known-vulnerability", "count": 46, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 2 } ], "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=GaspardMerten--microsegments-claude-haiku-5-5-1793136671600413195", "evidence_file": "/data/safety/GaspardMerten--microsegments-claude-haiku-5-5-1793136671600413195.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": 13, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "ceada544d6c01c212850253a531c5ca8e473601d", "url": "https://github.com/GaspardMerten/microsegments" }, "purpose": "test_rerun", "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "fault": { "owner": null, "status": "resolved", "reason": null }, "fix_id": "fix-83f1c04b760dbbdc5bcc", "verifies_run_id": "GaspardMerten--microsegments-claude-haiku-5-5-1793126090532200186", "hosting": null, "operation_scope": "product operation", "tool_calls": 13, "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/GaspardMerten/microsegments", "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 CLI section, src/microsegments CLI commands run/tune/hotspots/inspect/compare/sensitivity-table). The package is a one-shot batch pipeline with no scheduler, cron, daemon, loop, webhook or --once/--now trigger; the only while-loop found is in network/keys.py and is not a product cycle. It is run on demand by the user.", "evidence": "Entry points inspected (README CLI section, src/microsegments CLI commands run/tune/hotspots/inspect/compare/sensitivity-table). The package is a one-shot batch pipeline with no scheduler, cron, daemon, loop, webhook or --once/--now trigger; the only while-loop found is in network/keys.py and is not a product cycle. It is run on demand by the user.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "microsegments cuts each line into 30 m stretches and counts observations per stretch", "source": "`microsegments` cuts each line into short stretches (30 m by default)", "input": "examples/synth.toml synthetic tram line", "expected": "run reports 538 segments", "command": " run examples/synth.toml -o ", "verdict": "yes", "outcome": "Real input produced the expected result: 538 segments", "evidence": "538 segments, 5 hotspots (read 0.2s coverage 0.2s network 0.2s place 0.4s passages 0.4s count 0.1s analyse 0.1s hotspots 0.1s)\n", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "documented STIB 55 example runs on the two-day test fixture", "source": "examples/stib55.toml header: microsegments run examples/stib55.toml -o out/stib55", "input": "examples/stib55.toml", "command": " run examples/stib55.toml -o ", "evidence": "ib55/out/analysis.json\n\n\n\nobservations: 78,799 rows\nGTFS calendar does not cover 2 date(s) (2025-03-18..2025-03-19): using the same weekday of the feed (2025-04-14..2025-05-11)\nnetwork: 9 patterns over 2 dates\nplaced: 98,407 rows\nanalysis: 2 days included, 0 excluded\nhotspots skipped: too_few_days: 2 included days < 5 (quality.min_days, floor 5)\ndone: 2 days, 1303 segments, 0 hotspots (read 0.1s coverage 0.1s network 0.2s place 0.2s passages 0.2s count 0.1s analyse 0.1s)", "deferred": false, "expected": "analysis and report written to output directory", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" } ], "does_what_it_says": "yes", "maintenance": { "archived": false, "commits_90d": 38, "last_commit_at": "2026-10-27T07:25:09Z", "last_release_at": "2026-10-27T07:25:12Z", "median_reply_hours": null, "merged_prs_90d": 0, "note": "actively maintained: last commit 0 days ago; 38 commits and 0 merged PRs in 90 days; 0 open issues, 0 open PRs; latest release 2026-10-27", "open_issues": 0, "open_prs": 0, "reply_share": null, "reply_threads": 0, "verdict": "maintained" }, "maintenance_verdict": "maintained", "maintenance_note": "actively maintained: last commit 0 days ago; 38 commits and 0 merged PRs in 90 days; 0 open issues, 0 open PRs; latest release 2026-10-27", "maintained": "active", "maintained_note": "last commit 0 days ago", "last_commit_at": "2026-10-27T07:25:12Z", "last_release_at": "2026-10-27T07:25:12Z", "open_issues": null, "answered_issues": null, "platforms_claimed": [ "linux" ], "topic": "other", "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": "2026-10-27T21:36:01.232946+00:00", "tested_commit": "ceada544d6c01c212850253a531c5ca8e473601d", "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": "GaspardMerten/microsegments", "source": "https://github.com/GaspardMerten/microsegments", "commit": "ceada544d6c01c212850253a531c5ca8e473601d", "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": "ceada544d6c01c212850253a531c5ca8e473601d", "url": "https://github.com/GaspardMerten/microsegments" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Run the documented microsegments pipeline on the offline synthetic tram line and the STIB 55 example, producing result, analysis, report and matrix files", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-d5b140d3c0f8b95c2dd6fe6fc381a303cacb92679582c22317d8e78b572f0cf2", "evidence_version": null }, "transcript_url": "/transcripts/GaspardMerten--microsegments-claude-haiku-5-5-1793136671600413195.txt", "report_url": "/reports/GaspardMerten--microsegments-claude-haiku-5-5-1793136671600413195.json" }