{"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-d63e81c7c89886ca", "name": "Possibly dead Python function: process_tuple", "shortDescription": {"text": "Possibly dead Python function: process_tuple"}, "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-6eece4c6e109b2af", "name": "Privileged port 64 in use", "shortDescription": {"text": "Privileged port 64 in use"}, "fullDescription": {"text": "Port 64 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4ae4b3a50ab6ecdd", "name": "Dockerfile runs as root: docker/linux_arm64/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: docker/linux_arm64/Dockerfile"}, "fullDescription": {"text": "No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-00d4f283e7a1aa9e", "name": "Docker base image is tag-pinned but not digest-pinned: quay.io/pypa/manylinux_2_28_aarch64:2026.05.13-1", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: quay.io/pypa/manylinux_2_28_aarch64:2026.05.13-1"}, "fullDescription": {"text": "Container tags can be retagged upstream. 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Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-09edd51d459f95cf", "name": "Dockerfile runs as root: docker/linux_amd64_musl/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: docker/linux_amd64_musl/Dockerfile"}, "fullDescription": {"text": "No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b61f1e73673f2d1e", "name": "Docker base image is tag-pinned but not digest-pinned: alpine:3.22", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: alpine:3.22"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9120e6dc8def4331", "name": "Dockerfile runs as root: docker/linux_arm64_musl/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: docker/linux_arm64_musl/Dockerfile"}, "fullDescription": {"text": "No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-087e27f543ee7743", "name": "Docker base image is tag-pinned but not digest-pinned: alpine:3.22", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: alpine:3.22"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-58d8c62c044a97fd", "name": "Dockerfile runs as root: docker/linux_amd64/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: docker/linux_amd64/Dockerfile"}, "fullDescription": {"text": "No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-abde2a35e006fe79", "name": "Docker base image is tag-pinned but not digest-pinned: quay.io/pypa/manylinux_2_28_x86_64:2026.05.13-1", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: quay.io/pypa/manylinux_2_28_x86_64:2026.05.13-1"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-06493b561fbef3bd", "name": "Insecure pattern 'weak_hash' in scripts/publish/generate_haybarn_metadata.py:70", "shortDescription": {"text": "Insecure pattern 'weak_hash' in scripts/publish/generate_haybarn_metadata.py:70"}, "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-f80922335d48ca34", "name": "Insecure pattern 'weak_hash' in scripts/publish/r2_build_manifest.py:109", "shortDescription": {"text": "Insecure pattern 'weak_hash' in scripts/publish/r2_build_manifest.py:109"}, "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-a2a8e5d95235c23e", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "endersonmenezes/free-disk-space@v2.1.1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c49d58c3926d63f2", "name": "GitHub Action tracks a moving branch", "shortDescription": {"text": "GitHub Action tracks a moving branch"}, "fullDescription": {"text": "hendrikmuhs/ccache-action@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "high", "confidence": 1.0}}, {"id": "scanner-b47cb1bff2339fa3", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "docker/login-action@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2f159b9d213fb455", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-cc515fd44b97f35d", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/download-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9db85a5cfaf3b6cb", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 11 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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 52 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-11825279136b53a3", "name": "CI is configured but no tests are detected", "shortDescription": {"text": "CI is configured but no tests are detected"}, "fullDescription": {"text": "A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f5cedf16dea004d0", "name": "Commented-code block (6 lines) in scripts/publish/npm_build_meta.py:259", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/publish/npm_build_meta.py:259"}, "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-80f03786ca735d4e", "name": "Commented-code block (11 lines) in scripts/publish/publish_extensions.py:246", "shortDescription": {"text": "Commented-code block (11 lines) in scripts/publish/publish_extensions.py:246"}, "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-95b7e27bf9bf9806", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/publish/publish_extensions.py:131", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/publish/publish_extensions.py:131"}, "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-2d446f33ac311319", "name": "Commented-code block (6 lines) in scripts/publish/npm_build_leaf.py:281", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/publish/npm_build_leaf.py:281"}, "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-8f2ccee66155adaf", "name": "Commented-code block (6 lines) in scripts/publish/pypi_build_wheel.py:44", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/publish/pypi_build_wheel.py:44"}, "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:\nscripts/publish/npm_build_meta.py:main, scripts/publish/npm_build_leaf.py:main\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}}]}}, "automationDetails": {"id": "repobility/17637"}, "properties": {"repository": "Query-farm-haybarn/haybarn-extension-ci-tools", "repoUrl": "https://github.com/Query-farm-haybarn/haybarn-extension-ci-tools", "branch": "main"}, "results": [{"ruleId": "scanner-d63e81c7c89886ca", "level": "note", "message": {"text": "Possibly dead Python function: process_tuple"}, "properties": {"repobilityId": "35847a51f0ba1d65", "scanner": "scanner-primary", "fingerprint": "d63e81c7c89886ca", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/publish/publish_extensions.py:436"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6eece4c6e109b2af", "level": "warning", "message": {"text": "Privileged port 64 in use"}, "properties": {"repobilityId": "be19cd18e8b66910", "scanner": "scanner-primary", "fingerprint": "6eece4c6e109b2af", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/linux_arm64/Dockerfile"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4ae4b3a50ab6ecdd", "level": "warning", "message": {"text": "Dockerfile runs as root: docker/linux_arm64/Dockerfile"}, "properties": {"repobilityId": "590cf0cf71ba3267", "scanner": "scanner-primary", "fingerprint": "4ae4b3a50ab6ecdd", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-00d4f283e7a1aa9e", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: quay.io/pypa/manylinux_2_28_aarch64:2026.05.13-1"}, "properties": {"repobilityId": "35648669ddb74354", "scanner": "scanner-primary", "fingerprint": "00d4f283e7a1aa9e", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/linux_arm64/Dockerfile"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d4f4e9a746aa3bbc", "level": "warning", "message": {"text": "Dockerfile runs as root: docker/wasm/Dockerfile"}, "properties": {"repobilityId": "dc6bfb7001037606", "scanner": "scanner-primary", "fingerprint": "d4f4e9a746aa3bbc", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-8128dfb54d5363c2", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04"}, "properties": {"repobilityId": "673bcf4741e7a3ff", "scanner": "scanner-primary", "fingerprint": "8128dfb54d5363c2", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/wasm/Dockerfile"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-09edd51d459f95cf", "level": "warning", "message": {"text": "Dockerfile runs as root: docker/linux_amd64_musl/Dockerfile"}, "properties": {"repobilityId": "f85b23a1bcbb8047", "scanner": "scanner-primary", "fingerprint": "09edd51d459f95cf", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-b61f1e73673f2d1e", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: alpine:3.22"}, "properties": {"repobilityId": "793173072c3d0a25", "scanner": "scanner-primary", "fingerprint": "b61f1e73673f2d1e", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/linux_amd64_musl/Dockerfile"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9120e6dc8def4331", "level": "warning", "message": {"text": "Dockerfile runs as root: docker/linux_arm64_musl/Dockerfile"}, "properties": {"repobilityId": "98c6c8dd03f54c53", "scanner": "scanner-primary", "fingerprint": "9120e6dc8def4331", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-087e27f543ee7743", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: alpine:3.22"}, "properties": {"repobilityId": "81d4eb67d99c5860", "scanner": "scanner-primary", "fingerprint": "087e27f543ee7743", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/linux_arm64_musl/Dockerfile"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-58d8c62c044a97fd", "level": "warning", "message": {"text": "Dockerfile runs as root: docker/linux_amd64/Dockerfile"}, "properties": {"repobilityId": "f13e1e30716d5ce6", "scanner": "scanner-primary", "fingerprint": "58d8c62c044a97fd", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-abde2a35e006fe79", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: quay.io/pypa/manylinux_2_28_x86_64:2026.05.13-1"}, "properties": {"repobilityId": "da5b2ab95955b11a", "scanner": "scanner-primary", "fingerprint": "abde2a35e006fe79", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/linux_amd64/Dockerfile"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-aa5acaa49eb8315b", "level": "note", "message": {"text": "Containers defined but no K8s/orchestration manifest found"}, "properties": {"repobilityId": "b230ea9b68736081", "scanner": "scanner-primary", "fingerprint": "aa5acaa49eb8315b", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["coverage", "deployment"]}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-06493b561fbef3bd", "level": "warning", "message": {"text": "Insecure pattern 'weak_hash' in scripts/publish/generate_haybarn_metadata.py:70"}, "properties": {"repobilityId": "60a6f6f9d2c15f14", "scanner": "scanner-primary", "fingerprint": "06493b561fbef3bd", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "weak_hash"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/publish/generate_haybarn_metadata.py"}, "region": {"startLine": 70}}}]}, {"ruleId": "scanner-f80922335d48ca34", "level": "warning", "message": 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