{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-d1127307df8a28d8", "name": "Possibly dead Python function: collect_noaa_sir", "shortDescription": {"text": "Possibly dead Python function: collect_noaa_sir"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-daa99bb572698ea0", "name": "Possibly dead Python function: collect_noaa_afai", "shortDescription": {"text": "Possibly dead Python function: collect_noaa_afai"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-178b062bfbc03d13", "name": "Possibly dead Python function: collect_foresea", "shortDescription": {"text": "Possibly dead Python function: collect_foresea"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-05e1f6651d51cf3c", "name": "Possibly dead Python function: collect_sargassum_monitoring", "shortDescription": {"text": "Possibly dead Python function: collect_sargassum_monitoring"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8b69833d142953cc", "name": "Possibly dead Python function: collect_copernicus", "shortDescription": {"text": "Possibly dead Python function: collect_copernicus"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fc278da7a5f49ed0", "name": "Possibly dead Python function: collect_aviso_duacs", "shortDescription": {"text": "Possibly dead Python function: collect_aviso_duacs"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4ae78c68f886bec9", "name": "Possibly dead Python function: list_for_island", "shortDescription": {"text": "Possibly dead Python function: list_for_island"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2fbd19613592a511", "name": "Possibly dead Python function: hard_delete", "shortDescription": {"text": "Possibly dead Python function: hard_delete"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9ffb984fd9711c7c", "name": "Possibly dead Python function: check_last_cron", "shortDescription": {"text": "Possibly dead Python function: check_last_cron"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-da4003898765a5b3", "name": "Possibly dead Python function: check_anfc_health", "shortDescription": {"text": "Possibly dead Python function: check_anfc_health"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-84ff2d94fffa24af", "name": "Possibly dead Python function: check_last_scoring", "shortDescription": {"text": "Possibly dead Python function: check_last_scoring"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8c77c899da726469", "name": "Possibly dead Python function: check_last_drift", "shortDescription": {"text": "Possibly dead Python function: check_last_drift"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ab28c198f41221cd", "name": "Possibly dead Python function: check_dashboard", "shortDescription": {"text": "Possibly dead Python function: check_dashboard"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-91773d9f9a8ff2b8", "name": "Possibly dead Python function: count_recent_submissions", "shortDescription": {"text": "Possibly dead Python function: count_recent_submissions"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-73e0de7d5d7a28e5", "name": "Insecure pattern 'tls_verify_false' in sargassum_collector.py:359", "shortDescription": {"text": "Insecure pattern 'tls_verify_false' in sargassum_collector.py:359"}, "fullDescription": {"text": "Found a known-risky pattern (tls_verify_false). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-e2180798189d739c", "name": "Insecure pattern 'weak_hash' in README.md:240", "shortDescription": {"text": "Insecure pattern 'weak_hash' in README.md:240"}, "fullDescription": {"text": "Found a known-risky pattern (weak_hash). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-350d7913c367e041", "name": "Insecure pattern 'tls_verify_false' in sarga_claude_intel.py:124", "shortDescription": {"text": "Insecure pattern 'tls_verify_false' in sarga_claude_intel.py:124"}, "fullDescription": {"text": "Found a known-risky pattern (tls_verify_false). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d370e3b52bb37372", "name": "Very large file: sargassum_collector.py (1351 lines)", "shortDescription": {"text": "Very large file: sargassum_collector.py (1351 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-75f4473965173f9a", "name": "Very large file: sargassum_dashboard.py (1502 lines)", "shortDescription": {"text": "Very large file: sargassum_dashboard.py (1502 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "3 tests / 18 src (ratio 0.17)."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 185 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-963226a7c236a5e8", "name": "Commented-code block (5 lines) in sargassum_collector.py:724", "shortDescription": {"text": "Commented-code block (5 lines) in sargassum_collector.py:724"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d7a8eb069ff53fa1", "name": "Network/subprocess call without timeout or try/except \u2014 check_calibration_delta.py:125", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 check_calibration_delta.py:125"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c13050e54c8dcf2d", "name": "Commented-code block (6 lines) in sargassum_web.py:103", "shortDescription": {"text": "Commented-code block (6 lines) in sargassum_web.py:103"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsargassum_contributor_routes.py:register, sargassum_contributor_routes.py:login\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f64284885b7ea112", "name": "Flask mutation route `api_subscribe` without `@login_required` \u2014 sargassum_web.py:478", "shortDescription": {"text": "Flask mutation route `api_subscribe` without `@login_required` \u2014 sargassum_web.py:478"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-567bd63c4f7f9d48", "name": "Flask mutation route `admin_api_create` without `@login_required` \u2014 sargassum_admin_routes.py:128", "shortDescription": {"text": "Flask mutation route `admin_api_create` without `@login_required` \u2014 sargassum_admin_routes.py:128"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-66d747942091ee9f", "name": "Flask mutation route `admin_api_update` without `@login_required` \u2014 sargassum_admin_routes.py:153", "shortDescription": {"text": "Flask mutation route `admin_api_update` without `@login_required` \u2014 sargassum_admin_routes.py:153"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-3e430b70eda54300", "name": "Flask mutation route `admin_api_delete` without `@login_required` \u2014 sargassum_admin_routes.py:171", "shortDescription": {"text": "Flask mutation route `admin_api_delete` without `@login_required` \u2014 sargassum_admin_routes.py:171"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/29254"}, "properties": {"repository": "samax987/sargassum-monitoring", "repoUrl": "https://github.com/samax987/sargassum-monitoring", "branch": "main"}, "results": [{"ruleId": "scanner-d1127307df8a28d8", "level": "note", "message": {"text": "Possibly dead Python function: collect_noaa_sir"}, "properties": {"repobilityId": "892a27a937565b33", "scanner": "scanner-primary", "fingerprint": "d1127307df8a28d8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py:228"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-daa99bb572698ea0", "level": "note", "message": {"text": "Possibly dead Python function: collect_noaa_afai"}, "properties": {"repobilityId": "f53ba0ba84e523c9", "scanner": "scanner-primary", "fingerprint": "daa99bb572698ea0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py:263"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-178b062bfbc03d13", "level": "note", "message": {"text": "Possibly dead Python function: collect_foresea"}, "properties": {"repobilityId": "3cd1190498249cf1", "scanner": "scanner-primary", "fingerprint": "178b062bfbc03d13", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py:349"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-05e1f6651d51cf3c", "level": "note", "message": {"text": "Possibly dead Python function: collect_sargassum_monitoring"}, "properties": {"repobilityId": "20fafdf2534481b0", "scanner": "scanner-primary", "fingerprint": "05e1f6651d51cf3c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py:426"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8b69833d142953cc", "level": "note", "message": {"text": "Possibly dead Python function: collect_copernicus"}, "properties": {"repobilityId": "5853ddf1c16e0b68", "scanner": "scanner-primary", "fingerprint": "8b69833d142953cc", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py:487"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fc278da7a5f49ed0", "level": "note", "message": {"text": "Possibly dead Python function: collect_aviso_duacs"}, "properties": {"repobilityId": "13dc189bd0aa354b", "scanner": "scanner-primary", "fingerprint": "fc278da7a5f49ed0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py:619"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4ae78c68f886bec9", "level": "note", "message": {"text": "Possibly dead Python function: list_for_island"}, "properties": {"repobilityId": "f08e2db99cd8d211", "scanner": "scanner-primary", "fingerprint": "4ae78c68f886bec9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "beaches_db.py:85"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2fbd19613592a511", "level": "note", "message": {"text": "Possibly dead Python function: hard_delete"}, "properties": {"repobilityId": "5dcacd357b9a43c6", "scanner": "scanner-primary", "fingerprint": "2fbd19613592a511", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "beaches_db.py:151"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9ffb984fd9711c7c", "level": "note", "message": {"text": "Possibly dead Python function: check_last_cron"}, "properties": {"repobilityId": "8b39b1ccf7827455", "scanner": "scanner-primary", "fingerprint": "9ffb984fd9711c7c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_healthcheck.py:122"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-da4003898765a5b3", "level": "note", "message": {"text": "Possibly dead Python function: check_anfc_health"}, "properties": {"repobilityId": "3ec710cb76a424e4", "scanner": "scanner-primary", "fingerprint": "da4003898765a5b3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_healthcheck.py:138"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-84ff2d94fffa24af", "level": "note", "message": {"text": "Possibly dead Python function: check_last_scoring"}, "properties": {"repobilityId": "e58b79eb3dabd918", "scanner": "scanner-primary", "fingerprint": "84ff2d94fffa24af", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_healthcheck.py:155"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8c77c899da726469", "level": "note", "message": {"text": "Possibly dead Python function: check_last_drift"}, "properties": {"repobilityId": "1c39df3577b733d2", "scanner": "scanner-primary", "fingerprint": "8c77c899da726469", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_healthcheck.py:168"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ab28c198f41221cd", "level": "note", "message": {"text": "Possibly dead Python function: check_dashboard"}, "properties": {"repobilityId": "b1c8fce20edd06bc", "scanner": "scanner-primary", "fingerprint": "ab28c198f41221cd", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_healthcheck.py:181"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-91773d9f9a8ff2b8", "level": "note", "message": {"text": "Possibly dead Python function: count_recent_submissions"}, "properties": {"repobilityId": "4f772681f1136c81", "scanner": "scanner-primary", "fingerprint": "91773d9f9a8ff2b8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "contributors_db.py:444"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-73e0de7d5d7a28e5", "level": "error", "message": {"text": "Insecure pattern 'tls_verify_false' in sargassum_collector.py:359"}, "properties": {"repobilityId": "1e47dbc7b2a56a45", "scanner": "scanner-primary", "fingerprint": "73e0de7d5d7a28e5", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "tls_verify_false"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sargassum_collector.py"}, "region": {"startLine": 359}}}]}, {"ruleId": "scanner-e2180798189d739c", "level": "warning", "message": {"text": "Insecure pattern 'weak_hash' in README.md:240"}, "properties": {"repobilityId": "5388562008acceec", "scanner": "scanner-primary", "fingerprint": "e2180798189d739c", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "weak_hash"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "README.md"}, "region": {"startLine": 240}}}]}, {"ruleId": "scanner-350d7913c367e041", "level": "error", "message": {"text": "Insecure pattern 'tls_verify_false' in sarga_claude_intel.py:124"}, "properties": {"repobilityId": "85b741161df1a220", "scanner": "scanner-primary", "fingerprint": "350d7913c367e041", "layer": "security", 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