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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1ccb4df6b7512e5e", "name": "Possibly dead Python function: list_vms", "shortDescription": {"text": "Possibly dead Python function: list_vms"}, "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-a837933262b8eccb", "name": "Possibly dead Python function: exec_interactive", "shortDescription": {"text": "Possibly dead Python function: exec_interactive"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. 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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2eca97a814840f85", "name": "Possibly dead Python function: set_config", "shortDescription": {"text": "Possibly dead Python function: set_config"}, "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-cd0bf3232ea90bb7", "name": "Possibly dead Python function: run_step", "shortDescription": {"text": "Possibly dead Python function: run_step"}, "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-14a9e79fd58fc046", "name": "Possibly dead Python function: op", "shortDescription": {"text": "Possibly dead Python function: op"}, "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-c68b331e97d5d972", "name": "Dockerfile runs as root: monolith_engine/images/openclaw-golden/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: monolith_engine/images/openclaw-golden/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-1c89b61feaf6670e", "name": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04"}, "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-b1f938a303a858d4", "name": "Dockerfile runs as root: monolith_engine/images/hermes-golden/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: monolith_engine/images/hermes-golden/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-00a566cd9cf6afb8", "name": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04"}, "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. 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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-99077679e6b9694d", "name": "Commented-code block (6 lines) in monolith_engine/providers/docker.py:74", "shortDescription": {"text": "Commented-code block (6 lines) in monolith_engine/providers/docker.py:74"}, "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:\nmonolith_engine/providers/docker.py:create, monolith_engine/ports/provider.py:create\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-b873925e6bfa53e8", "name": "Near-duplicate function bodies in 22 places", "shortDescription": {"text": "Near-duplicate function bodies in 22 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nmonolith_engine/storage/sqlite_backend.py:op, monolith_engine/storage/sqlite_backend.py:op, monolith_engine/storage/sqlite_backend.py:op, monolith_engine/storage/sqlite_backend.py:op\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/17692"}, "properties": {"repository": "raava-solutions/monolith-engine", "repoUrl": "https://github.com/raava-solutions/monolith-engine", "branch": "main"}, "results": [{"ruleId": "scanner-3b7f50ff00d71042", "level": "note", "message": {"text": "Possibly dead Python function: scope_vocabulary"}, "properties": {"repobilityId": "608557b8155feb44", "scanner": "scanner-primary", "fingerprint": "3b7f50ff00d71042", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/connections_registry.py:39"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a7abae2b0670e887", "level": "note", "message": {"text": "Possibly dead Python function: resume"}, "properties": {"repobilityId": "ec6ace357a0cc819", "scanner": "scanner-primary", "fingerprint": "a7abae2b0670e887", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/providers/docker.py:146"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-1ccb4df6b7512e5e", "level": "note", "message": {"text": "Possibly dead Python function: list_vms"}, "properties": {"repobilityId": "45d66a3fcbcd8ed9", "scanner": "scanner-primary", "fingerprint": "1ccb4df6b7512e5e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/providers/docker.py:198"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a837933262b8eccb", "level": "note", "message": {"text": "Possibly dead Python function: exec_interactive"}, "properties": {"repobilityId": "74089f1aab0a965c", "scanner": "scanner-primary", "fingerprint": 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{"artifactLocation": {"uri": "monolith_engine/providers/docker.py:308"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2f5df00d6353735d", "level": "note", "message": {"text": "Possibly dead Python function: delete_snapshot"}, "properties": {"repobilityId": "bd78b7cd2ffd9529", "scanner": "scanner-primary", "fingerprint": "2f5df00d6353735d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/providers/docker.py:419"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-193a87fb699c33e7", "level": "note", "message": {"text": "Possibly dead Python function: list_snapshots"}, "properties": {"repobilityId": "f8d6d17afaca36e4", "scanner": "scanner-primary", "fingerprint": "193a87fb699c33e7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/providers/docker.py:424"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2eca97a814840f85", "level": "note", "message": {"text": "Possibly dead Python function: set_config"}, "properties": {"repobilityId": "d5eb053b4cba53a3", "scanner": "scanner-primary", "fingerprint": "2eca97a814840f85", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/providers/docker.py:441"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cd0bf3232ea90bb7", "level": "note", "message": {"text": "Possibly dead Python function: run_step"}, "properties": {"repobilityId": "fd87298b4dfe9f3a", "scanner": "scanner-primary", "fingerprint": "cd0bf3232ea90bb7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/workflows/runner.py:46"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-14a9e79fd58fc046", "level": "note", "message": {"text": "Possibly dead Python function: op"}, "properties": {"repobilityId": "34d7130bd6380411", "scanner": "scanner-primary", "fingerprint": "14a9e79fd58fc046", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/storage/sqlite_backend.py:500"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c68b331e97d5d972", "level": "warning", "message": {"text": "Dockerfile runs as root: monolith_engine/images/openclaw-golden/Dockerfile"}, "properties": {"repobilityId": "4c608bcda94e453e", "scanner": "scanner-primary", "fingerprint": "c68b331e97d5d972", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-1c89b61feaf6670e", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04"}, "properties": {"repobilityId": "f9e788c8b82c541c", "scanner": "scanner-primary", "fingerprint": "1c89b61feaf6670e", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/images/openclaw-golden/Dockerfile"}, "region": {"startLine": 7}}}]}, {"ruleId": "scanner-b1f938a303a858d4", "level": "warning", "message": {"text": "Dockerfile runs as root: monolith_engine/images/hermes-golden/Dockerfile"}, "properties": {"repobilityId": "6c88fbe530b02afe", "scanner": "scanner-primary", "fingerprint": "b1f938a303a858d4", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-00a566cd9cf6afb8", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04"}, "properties": {"repobilityId": "9a39f18c48d57371", "scanner": "scanner-primary", "fingerprint": "00a566cd9cf6afb8", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "monolith_engine/images/hermes-golden/Dockerfile"}, "region": {"startLine": 8}}}]}, {"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-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "fd1b0a913575cecd", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "aa7444309846af53", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "3adcb10cecb03ff3", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-99077679e6b9694d", "level": "none", "message": {"text": "Commented-code block (6 lines) in monolith_engine/providers/docker.py:74"}, "properties": {"repobilityId": "28298e003295974d", "scanner": "scanner-primary", "fingerprint": "99077679e6b9694d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "a04e2857cfb1526e", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "a1f16d9b3f490799", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-b873925e6bfa53e8", "level": "note", "message": {"text": "Near-duplicate function bodies in 22 places"}, "properties": {"repobilityId": "00b13e2f5f111a41", "scanner": "scanner-primary", "fingerprint": "b873925e6bfa53e8", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "0d6563d1f304fca8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}