{"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-d68e74f953991b3b", "name": "Possibly dead Python function: repl", "shortDescription": {"text": "Possibly dead Python function: repl"}, "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-f15be82b053b3a7d", "name": "Possibly dead Python function: insert_fragment", "shortDescription": {"text": "Possibly dead Python function: insert_fragment"}, "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-9b1fd771be93d4fe", "name": "Possibly dead Python function: search_by_embedding", "shortDescription": {"text": "Possibly dead Python function: search_by_embedding"}, "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-c8d821f4b623515b", "name": "Possibly dead Python function: run_clustering", "shortDescription": {"text": "Possibly dead Python function: run_clustering"}, "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-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-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "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 38 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-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 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-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-57b8ea0d4a215c99", "name": "Commented-code block (6 lines) in core/db.py:104", "shortDescription": {"text": "Commented-code block (6 lines) in core/db.py:104"}, "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-0b7b1d3f89ebbf36", "name": "Commented-code block (5 lines) in core/ingest/bot_adapter.py:42", "shortDescription": {"text": "Commented-code block (5 lines) in core/ingest/bot_adapter.py:42"}, "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-89f2c6a5af55cea3", "name": "Commented-code block (6 lines) in core/brain/topics.py:35", "shortDescription": {"text": "Commented-code block (6 lines) in core/brain/topics.py:35"}, "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-e1d40e8acdd926a0", "name": "Commented-code block (5 lines) in core/brain/clustering.py:59", "shortDescription": {"text": "Commented-code block (5 lines) in core/brain/clustering.py:59"}, "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-b926c4d4123d0a91", "name": "Blocking `httpx.get(...)` inside `async def check_github` \u2014 agent-template/agent_cron.py:40", "shortDescription": {"text": "Blocking `httpx.get(...)` inside `async def check_github` \u2014 agent-template/agent_cron.py:40"}, "fullDescription": {"text": "Sync I/O inside an async function blocks the event loop. While `httpx.get(...)` is running, *all* other coroutines on this loop are paused \u2014 silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thread(...)`."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "high", "confidence": 1.0}}, {"id": "scanner-990cfda12a53327c", "name": "Blocking `httpx.get(...)` inside `async def check_tg_channel` \u2014 agent-template/agent_cron.py:69", "shortDescription": {"text": "Blocking `httpx.get(...)` inside `async def check_tg_channel` \u2014 agent-template/agent_cron.py:69"}, "fullDescription": {"text": "Sync I/O inside an async function blocks the event loop. While `httpx.get(...)` is running, *all* other coroutines on this loop are paused \u2014 silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thread(...)`."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "high", "confidence": 1.0}}, {"id": "scanner-5fa5af25316da646", "name": "16 env vars used in code but missing from .env.example", "shortDescription": {"text": "16 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `AGENT_MASHA_TOKEN`, `AGENT_ONE_BOT_TOKEN`, `AGENT_RENAT_TOKEN`, `AGENT_VASYA_TOKEN`, `ANTHROPIC_API_KEY`, `BOT_TOKEN`, `BUS_CHAT_ID`, `CURATOR_BOT_TOKEN` + 8 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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:\ndelivery/cli.py:repl, delivery/cli.py:repl\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/18020"}, "properties": {"repository": "renatmannanov/wndrverse", "repoUrl": "https://github.com/renatmannanov/wndrverse", "branch": "main"}, "results": [{"ruleId": "scanner-d68e74f953991b3b", "level": "note", "message": {"text": "Possibly dead Python function: repl"}, "properties": {"repobilityId": "6f5d3779bbb8be8b", "scanner": "scanner-primary", "fingerprint": "d68e74f953991b3b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "delivery/cli.py:122"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f15be82b053b3a7d", "level": "note", "message": {"text": "Possibly dead Python function: insert_fragment"}, "properties": {"repobilityId": "35880b0a5335edb6", "scanner": "scanner-primary", "fingerprint": "f15be82b053b3a7d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "core/store/fragments_db.py:106"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9b1fd771be93d4fe", "level": "note", "message": {"text": "Possibly dead Python function: search_by_embedding"}, "properties": {"repobilityId": "0ed95bf29979ab6d", "scanner": "scanner-primary", "fingerprint": "9b1fd771be93d4fe", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "core/store/fragments_db.py:303"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c8d821f4b623515b", "level": "note", "message": {"text": "Possibly dead Python function: run_clustering"}, "properties": {"repobilityId": "c7095ab346ac7ee0", "scanner": "scanner-primary", "fingerprint": "c8d821f4b623515b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "core/brain/clustering.py:80"}, "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-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-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "5e3cadcdf2b9a0ff", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "9708054f81925128", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "9bb855262c8653a0", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "3715e74f8a9fae44", "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": "3df84ba084bb0792", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-57b8ea0d4a215c99", "level": "none", "message": {"text": "Commented-code block (6 lines) in core/db.py:104"}, "properties": {"repobilityId": "5a78d2ab3c72dda0", "scanner": "scanner-primary", "fingerprint": "57b8ea0d4a215c99", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-0b7b1d3f89ebbf36", "level": "none", "message": {"text": "Commented-code block (5 lines) in core/ingest/bot_adapter.py:42"}, "properties": {"repobilityId": "d501f48bb2b57140", "scanner": "scanner-primary", "fingerprint": "0b7b1d3f89ebbf36", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-89f2c6a5af55cea3", "level": "none", "message": {"text": "Commented-code block (6 lines) in core/brain/topics.py:35"}, "properties": {"repobilityId": "e341e3707694adb0", "scanner": "scanner-primary", "fingerprint": "89f2c6a5af55cea3", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-e1d40e8acdd926a0", "level": "none", "message": {"text": "Commented-code block (5 lines) in core/brain/clustering.py:59"}, "properties": {"repobilityId": "e02fcdb34f3ab1fc", "scanner": "scanner-primary", "fingerprint": "e1d40e8acdd926a0", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b926c4d4123d0a91", "level": "error", "message": {"text": "Blocking `httpx.get(...)` inside `async def check_github` \u2014 agent-template/agent_cron.py:40"}, "properties": {"repobilityId": "557e6ea03f8260ea", "scanner": "scanner-primary", "fingerprint": "b926c4d4123d0a91", "layer": "quality", "severity": "high", "confidence": 1.0, "tags": ["integrity", "sync-io-in-async", "performance"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "agent-template/agent_cron.py"}, "region": {"startLine": 40}}}]}, {"ruleId": "scanner-990cfda12a53327c", "level": "error", "message": {"text": "Blocking `httpx.get(...)` inside `async def check_tg_channel` \u2014 agent-template/agent_cron.py:69"}, "properties": {"repobilityId": "1e7e75a69b6a3315", "scanner": "scanner-primary", "fingerprint": "990cfda12a53327c", "layer": "quality", "severity": "high", "confidence": 1.0, "tags": ["integrity", "sync-io-in-async", "performance"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "agent-template/agent_cron.py"}, "region": {"startLine": 69}}}]}, {"ruleId": "scanner-5fa5af25316da646", "level": "note", "message": {"text": "16 env vars used in code but missing from .env.example"}, "properties": {"repobilityId": "e0919a3f6a45e8c2", "scanner": "scanner-primary", "fingerprint": "5fa5af25316da646", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "config-drift"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "15b9080721592def", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}