{"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": "MINED124", "name": "[MINED124] requirements.txt: `tqdm` has no version pin: Unpinned pip requirement means every fresh install may resolve a", "shortDescription": {"text": "[MINED124] requirements.txt: `tqdm` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs"}, "fullDescription": {"text": "Replace `tqdm` with `tqdm==<version>` and manage upgrades through PRs / Dependabot."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "medium", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED111", "name": "[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or ", "shortDescription": {"text": "[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose."}, "fullDescription": {"text": "Either narrow the exception type, log the exception with `logger.exception(...)`, or re-raise after handling."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED109", "name": "[MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set())` \u2014 Python's default value is ", "shortDescription": {"text": "[MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set())` \u2014 Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every f"}, "fullDescription": {"text": "Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`"}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "AIC004", "name": "Suspicious implementation file appears unreferenced", "shortDescription": {"text": "Suspicious implementation file appears unreferenced"}, "fullDescription": {"text": "Confirm whether this file is reachable. If not, delete it; if yes, wire it through explicit imports, routes, or entry points and add a test that proves the path executes."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "medium", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "AIC001", "name": "Parallel implementation file sits beside a canonical file", "shortDescription": {"text": "Parallel implementation file sits beside a canonical file"}, "fullDescription": {"text": "Merge the intended change into the canonical file, update tests/imports, and delete the parallel implementation if it is not the active entry point."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "medium", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "SEC017", "name": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.", "shortDescription": {"text": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.) without any visible length or size validation. This creates two risks: (1) Cost abuse \u2014 an attacker can send extremely"}, "fullDescription": {"text": "1) Enforce a maximum input length BEFORE sending to the API: e.g. `if len(text) > 4000: return error`. 2) Use token counting (tiktoken for OpenAI, anthropic's token counter) to enforce token-level limits. 3) Set max_tokens on the API call to cap response cost. 4) Add rate limiting per user/IP to prevent automated abuse. 5) Monitor API spend with alerts for unusual usage patterns."}, "properties": {"scanner": "repobility-threat-engine", "category": "llm_injection", "severity": "medium", "confidence": 0.8, "cwe": "", "owasp": ""}}, {"id": "SEC016", "name": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt: User-supplied text is interpolated directly into an AI/LLM prom", "shortDescription": {"text": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt: User-supplied text is interpolated directly into an AI/LLM prompt (e.g. OpenAI, Anthropic, or local model). This is the AI equivalent of SQL injection: an attacker can craft input tha"}, "fullDescription": {"text": "1) Separate user content from instructions: use the 'user' role for user text and 'system' role for your instructions \u2014 never concatenate them into one string. 2) Validate and constrain: limit input length, strip control characters, and reject known injection patterns. 3) Use structured output (JSON mode / function calling) so the model returns data, not freeform actions. 4) Apply output validation: check the AI's response before acting on it. 5) Consider a prompt injection detection layer (e.g. Anthropic's constitutional AI, prompt-guard models)."}, "properties": {"scanner": "repobility-threat-engine", "category": "llm_injection", "severity": "medium", "confidence": 0.5, "cwe": "", "owasp": ""}}, {"id": "SEC011", "name": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted", "shortDescription": {"text": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted model files."}, "fullDescription": {"text": "Use torch.load(..., weights_only=True) or use safetensors format."}, "properties": {"scanner": "repobility-threat-engine", "category": "deserialization", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC034", "name": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines o", "shortDescription": {"text": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines or control characters. Attackers inject `\\n` to forge fake log entries, hide tracks, or exploit downstream log parsers (S"}, "fullDescription": {"text": "Strip control characters before logging:\n  safe = user_input.replace('\\n','').replace('\\r','').replace('\\x00','')\n  logger.info('User action: %s', safe)\nAlways use parameterized logging (`%s` + args), never f-strings or string concat \u2014 that's also what mitigates log4shell-style attacks. For structured logging, use a JSON formatter that escapes values."}, "properties": {"scanner": "repobility-threat-engine", "category": "log_injection", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "ERR001", "name": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG ", "shortDescription": {"text": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level."}, "fullDescription": {"text": "Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types."}, "properties": {"scanner": "repobility-threat-engine", "category": "error_handling", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "COMP001", "name": "[COMP001] High cognitive complexity: Function `modify_tensors` has cognitive complexity 17 (SonarSource scale). Cognitiv", "shortDescription": {"text": "[COMP001] High cognitive complexity: Function `modify_tensors` has cognitive complexity 17 (SonarSource scale). Cognitive complexity measures how hard the function is for a human to understand \u2014 nested branches, boolean chains, and recursio"}, "fullDescription": {"text": "Extract nested branches into named helper functions; flatten early-return / guard clauses; replace long if/elif chains with dispatch dicts or polymorphism. SonarQube's threshold for 'should refactor' is 15 \u2014 yours is 17."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "medium", "confidence": 0.95, "cwe": "", "owasp": ""}}, {"id": "AIC003", "name": "Duplicated implementation block across source files", "shortDescription": {"text": "Duplicated implementation block across source files"}, "fullDescription": {"text": "Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.86, "cwe": "", "owasp": ""}}, {"id": "AIC002", "name": "Source file name looks like an AI patch artifact", "shortDescription": {"text": "Source file name looks like an AI patch artifact"}, "fullDescription": {"text": "Rename it to the domain concept it implements or merge it into the existing module it was meant to change."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "SEC124", "name": "[SEC124] TOCTOU file access (os.access then open): Check-then-use file pattern (access/exists then open) lets an attacke", "shortDescription": {"text": "[SEC124] TOCTOU file access (os.access then open): Check-then-use file pattern (access/exists then open) lets an attacker swap the file between check and use (symlink attack). `mktemp` is deprecated for the same reason."}, "fullDescription": {"text": "Use `os.open(path, os.O_CREAT | os.O_EXCL | os.O_WRONLY)` for atomic create-only. Use `tempfile.NamedTemporaryFile()` (not `mktemp`). For locking, use `fcntl.flock`."}, "properties": {"scanner": "repobility-threat-engine", "category": "race_condition", "severity": "low", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED065", "name": "[MINED065] Cors Wildcard: Access-Control-Allow-Origin: * exposes the API to any browser origin. Acceptable for public re", "shortDescription": {"text": "[MINED065] Cors Wildcard: Access-Control-Allow-Origin: * exposes the API to any browser origin. Acceptable for public read-only endpoints; dangerous when paired with credentials or write endpoints."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-942,CWE-346 / A05:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED052", "name": "[MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type safety.", "shortDescription": {"text": "[MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type safety."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-704 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED063", "name": "[MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) \u2014 file can be replaced/deleted between check and use.", "shortDescription": {"text": "[MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) \u2014 file can be replaced/deleted between check and use."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-367 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED042", "name": "[MINED042] Cpp New Without Delete (and 1 more): Same pattern found in 1 additional files. Review if needed.", "shortDescription": {"text": "[MINED042] Cpp New Without Delete (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-401 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED044", "name": "[MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger or removed.", "shortDescription": {"text": "[MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger or removed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-532 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED043", "name": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data.", "shortDescription": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-319 / A02:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED064", "name": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services.", "shortDescription": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "fullDescription": {"text": "Review and fix per the pattern semantics."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC013", "name": "[SEC013] Path Traversal \u2014 User Input in File Path (and 1 more): Same pattern found in 1 additional files. Review if need", "shortDescription": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "fullDescription": {"text": "Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads."}, "properties": {"scanner": "repobility-threat-engine", "category": "path_traversal", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED080", "name": "[MINED080] Cpp Using Namespace Std: using namespace std; pollutes the global namespace.", "shortDescription": {"text": "[MINED080] Cpp Using Namespace Std: using namespace std; pollutes the global namespace."}, "fullDescription": {"text": "Review and fix per the pattern semantics."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED077", "name": "[MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles.", "shortDescription": {"text": "[MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-772 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED045", "name": "[MINED045] Ts Non Null Assertion: x! asserts not null - bypasses null checks - TypeError if wrong.", "shortDescription": {"text": "[MINED045] Ts Non Null Assertion: x! asserts not null - bypasses null checks - TypeError if wrong."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-476 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED011", "name": "[MINED011] Scala Get On Option (and 3 more): Same pattern found in 3 additional files. Review if needed.", "shortDescription": {"text": "[MINED011] Scala Get On Option (and 3 more): Same pattern found in 3 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-476 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED055", "name": "[MINED055] Npm Install No Lockfile: Production image runs npm install (resolves new versions on every build) instead of ", "shortDescription": {"text": "[MINED055] Npm Install No Lockfile: Production image runs npm install (resolves new versions on every build) instead of npm ci."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-1357 / A06:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC128", "name": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake) (and 5 more): Same pattern found in 5 addit", "shortDescription": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake) (and 5 more): Same pattern found in 5 additional files. Review if needed."}, "fullDescription": {"text": "Add `await` before each async call, or chain with `.then`. If you intentionally want fire-and-forget, prefix with `void` (TS) or assign to `_` (Python with `asyncio.create_task`) to make the intent explicit and survive lint."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC118", "name": "[SEC118] UUIDv1 / UUIDv3 used for security-sensitive identifier: UUIDv1 encodes the MAC address and timestamp, making it", "shortDescription": {"text": "[SEC118] UUIDv1 / UUIDv3 used for security-sensitive identifier: UUIDv1 encodes the MAC address and timestamp, making it predictable. Used as a session token or password-reset key, it's enumerable."}, "fullDescription": {"text": "Use `uuid.uuid4()` (random) or `secrets.token_urlsafe()` for tokens. In Go, use `uuid.NewRandom()` (google/uuid)."}, "properties": {"scanner": "repobility-threat-engine", "category": "crypto", "severity": "info", "confidence": 0.1, "cwe": "", "owasp": ""}}, {"id": "MINED067", "name": "[MINED067] Python Requests No Timeout (and 2 more): Same pattern found in 2 additional files. Review if needed.", "shortDescription": {"text": "[MINED067] Python Requests No Timeout (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-400 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC078", "name": "[SEC078] Python: requests without timeout (and 2 more): Same pattern found in 2 additional files. Review if needed.", "shortDescription": {"text": "[SEC078] Python: requests without timeout (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "fullDescription": {"text": "Add `timeout=10` (or appropriate value) to every requests call."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED049", "name": "[MINED049] Print Pii (and 6 more): Same pattern found in 6 additional files. Review if needed.", "shortDescription": {"text": "[MINED049] Print Pii (and 6 more): Same pattern found in 6 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-532 / A09:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED050", "name": "[MINED050] Stub Only Function (and 2 more): Same pattern found in 2 additional files. Review if needed.", "shortDescription": {"text": "[MINED050] Stub Only Function (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-1188 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC020", "name": "[SEC020] Secret Printed to Logs (and 13 more): Same pattern found in 13 additional files. Review if needed.", "shortDescription": {"text": "[SEC020] Secret Printed to Logs (and 13 more): Same pattern found in 13 additional files. Review if needed."}, "fullDescription": {"text": "Log only redacted, hashed, or last-four-style metadata. Rotate any secret that may have reached logs."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC029", "name": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 3 more): Same pattern found in 3 additi", "shortDescription": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 3 more): Same pattern found in 3 additional files. Review if needed."}, "fullDescription": {"text": "Validate the URL against an allowlist BEFORE fetching:\n  ALLOWED = {'images.example.com', 'cdn.example.com'}\n  host = urlparse(url).hostname\n  if host not in ALLOWED: abort(400)\nOr use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request handler.\nBlock private CIDRs explicitly: 10/8, 172.16/12, 192.168/16, 169.254/16."}, "properties": {"scanner": "repobility-threat-engine", "category": "ssrf", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED134", "name": "[MINED134] Binary file `examples/llama.android/gradle/wrapper/gradle-wrapper.jar` committed in source repo: `examples/ll", "shortDescription": {"text": "[MINED134] Binary file `examples/llama.android/gradle/wrapper/gradle-wrapper.jar` committed in source repo: `examples/llama.android/gradle/wrapper/gradle-wrapper.jar` is a .jar binary (59,203 bytes) committed to a repo that otherwise has 12"}, "fullDescription": {"text": "Audit the binary's provenance. If it's vendored library code, document it in a VENDORED.md. If it's a build artifact, add the extension to .gitignore and rebuild from source."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED126", "name": "[MINED126] Workflow container/services image `ghcr.io/snapdragon-toolchain/arm64-linux:v0.7` unpinned: `container/servic", "shortDescription": {"text": "[MINED126] Workflow container/services image `ghcr.io/snapdragon-toolchain/arm64-linux:v0.7` unpinned: `container/services image: ghcr.io/snapdragon-toolchain/arm64-linux:v0.7` without `@sha256:...` pulls a mutable tag at workflow-run time."}, "fullDescription": {"text": "Replace with `ghcr.io/snapdragon-toolchain/arm64-linux:v0.7@sha256:<digest>`. Re-pin via Dependabot Docker scope."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED115", "name": "[MINED115] Action `actions/setup-node` pinned to mutable ref `@v6`: `uses: actions/setup-node@v6` resolves at workflow-r", "shortDescription": {"text": "[MINED115] Action `actions/setup-node` pinned to mutable ref `@v6`: `uses: actions/setup-node@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025"}, "fullDescription": {"text": "Replace with: `uses: actions/setup-node@<40-char-sha>  # v6` and let Dependabot bump it on a scheduled cadence."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED118", "name": "[MINED118] Dockerfile FROM `intel/deep-learning-essentials (no tag)` not pinned by digest: `FROM intel/deep-learning-ess", "shortDescription": {"text": "[MINED118] Dockerfile FROM `intel/deep-learning-essentials (no tag)` not pinned by digest: `FROM intel/deep-learning-essentials (no tag)` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every "}, "fullDescription": {"text": "Replace with: `FROM intel/deep-learning-essentials (no tag)@sha256:<digest>`. Get the digest from `docker manifest inspect`. Re-pin via a scheduled bot (Renovate, Dependabot)."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED131", "name": "[MINED131] pre-commit hook `https://github.com/PyCQA/flake8` pinned to mutable rev `7.0.0`: `.pre-commit-config.yaml` re", "shortDescription": {"text": "[MINED131] pre-commit hook `https://github.com/PyCQA/flake8` pinned to mutable rev `7.0.0`: `.pre-commit-config.yaml` references `https://github.com/PyCQA/flake8` at `rev: 7.0.0`. If `{rev}` is a branch or version tag, the repo owner can pu"}, "fullDescription": {"text": "Pin to a commit SHA: `rev: <40-char-sha>` and bump it through `pre-commit autoupdate` (which writes to PRs that are reviewed)."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED106", "name": "[MINED106] Phantom test coverage: test_completion_without_tool_call_slow: Test function `test_completion_without_tool_ca", "shortDescription": {"text": "[MINED106] Phantom test coverage: test_completion_without_tool_call_slow: Test function `test_completion_without_tool_call_slow` runs code but contains no assert / expect / should call \u2014 it passes regardless of behaviour. Adds line coverage"}, "fullDescription": {"text": "Add an explicit assertion that captures the test's intent, or remove the test."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED108", "name": "[MINED108] `self.gguf_writer` used but never assigned in __init__: Method `set_gguf_parameters` of class `WavTokenizerDe", "shortDescription": {"text": "[MINED108] `self.gguf_writer` used but never assigned in __init__: Method `set_gguf_parameters` of class `WavTokenizerDecModel` reads `self.gguf_writer`, but no assignment to it exists in __init__ (and no class-level fallback). This raises "}, "fullDescription": {"text": "Initialize `self.gguf_writer = <default>` in __init__, or add a class-level default."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED021", "name": "[MINED021] Path Traversal Os Join: os.path.join(user_dir, filename) where filename can contain \"../\" \u2014 directory escape.", "shortDescription": {"text": "[MINED021] Path Traversal Os Join: os.path.join(user_dir, filename) where filename can contain \"../\" \u2014 directory escape."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-22 / A01:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC114", "name": "[SEC114] path.join / Path() on user-controlled segment without containment check: filepath.Clean / path.Join on attacker", "shortDescription": {"text": "[SEC114] path.join / Path() on user-controlled segment without containment check: filepath.Clean / path.Join on attacker-supplied segments does NOT prevent escape from the base directory. `../../../etc/passwd` resolves cleanly."}, "fullDescription": {"text": "After joining, re-check containment: `if !strings.HasPrefix(filepath.Clean(joined), filepath.Clean(baseDir)+string(os.PathSeparator)) { error }`. In Node: `path.resolve(base, x); if (!resolved.startsWith(base + path.sep)) throw`."}, "properties": {"scanner": "repobility-threat-engine", "category": "path_traversal", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED004", "name": "[MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums).", "shortDescription": {"text": "[MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums)."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-327 / A02:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED001", "name": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInt", "shortDescription": {"text": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-755 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED020", "name": "[MINED020] Logging Credential Via Fstring: logger.error(f\"failed for {api_key}\") \u2014 secrets end up in log aggregators / s", "shortDescription": {"text": "[MINED020] Logging Credential Via Fstring: logger.error(f\"failed for {api_key}\") \u2014 secrets end up in log aggregators / sentry."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-532 / A09:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED017", "name": "[MINED017] C System Call: system() invokes shell. command injection if any arg is dynamic.", "shortDescription": {"text": "[MINED017] C System Call: system() invokes shell. command injection if any arg is dynamic."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-78 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED012", "name": "[MINED012] Curl Pipe Bash: curl ... | sh / bash \u2014 runs unverified network code.", "shortDescription": {"text": "[MINED012] Curl Pipe Bash: curl ... | sh / bash \u2014 runs unverified network code."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-494 / A08:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED125", "name": "[MINED125] GHA script injection via github.event.head_commit.message in run-step: Multi-line `run: |` block interpolates", "shortDescription": {"text": "[MINED125] GHA script injection via github.event.head_commit.message in run-step: Multi-line `run: |` block interpolates ${{ github.event.head_commit.message }} into shell. PR title/body/branch/comment fields are attacker-controllable."}, "fullDescription": {"text": "Capture the field into an env var first; reference $ENV_VAR in shell."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "critical", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED116", "name": "[MINED116] Workflow uses `secrets.QDC_API_KEY` on a `pull_request` trigger: This workflow triggers on `pull_request`, wh", "shortDescription": {"text": "[MINED116] Workflow uses `secrets.QDC_API_KEY` on a `pull_request` trigger: This workflow triggers on `pull_request`, which checks out the FORK's code. Referencing `${ secrets.QDC_API_KEY }` lets a PR from any fork exfiltrate the secret (mo"}, "fullDescription": {"text": "Either remove the secret reference, or switch the trigger to `pull_request_target` AND ensure no fork-controlled code runs before the secret is consumed."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "critical", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED107", "name": "[MINED107] Missing import: `os` used but not imported: The file uses `os.something(...)` but never imports `os`. This ra", "shortDescription": {"text": "[MINED107] Missing import: `os` used but not imported: The file uses `os.something(...)` but never imports `os`. This raises NameError at runtime the first time the line executes."}, "fullDescription": {"text": "Add `import os` at the top of the file."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "critical", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED022", "name": "[MINED022] C Strcpy: strcpy/strcat dont bounds-check; use strncpy or snprintf.", "shortDescription": {"text": "[MINED022] C Strcpy: strcpy/strcat dont bounds-check; use strncpy or snprintf."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-120 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "critical", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC084", "name": "[SEC084] JS: require() with non-literal: require(<variable>) loads arbitrary modules \u2014 equivalent to eval at module scop", "shortDescription": {"text": "[SEC084] JS: require() with non-literal: require(<variable>) loads arbitrary modules \u2014 equivalent to eval at module scope. Ported from eslint-plugin-security detect-non-literal-require (Apache-2.0)."}, "fullDescription": {"text": "Use static imports or a static mapping `const modules = { foo: require('./foo') }`."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "critical", "confidence": 1.0, "cwe": "", "owasp": ""}}]}}, "automationDetails": {"id": "repobility/747"}, "properties": {"repository": "ggml-org/llama.cpp", "repoUrl": "https://github.com/ggml-org/llama.cpp", "branch": "master"}, "results": [{"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `tqdm` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61757, "scanner": "repobility-supply-chain", "fingerprint": "d9ec6e0fcbe237d2493312eb5661d5f9f8974852ea1cf68c0b626fc7f760d4aa", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|d9ec6e0fcbe237d2493312eb5661d5f9f8974852ea1cf68c0b626fc7f760d4aa"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/bench/speed-bench/requirements.txt"}, "region": {"startLine": 3}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `requests` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61756, "scanner": "repobility-supply-chain", "fingerprint": "94cfee512a724ab2a435e2aa908409f4a1fa74e232e5d8cecdce90805f841f80", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|94cfee512a724ab2a435e2aa908409f4a1fa74e232e5d8cecdce90805f841f80"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/bench/speed-bench/requirements.txt"}, "region": {"startLine": 2}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `datasets` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61755, "scanner": "repobility-supply-chain", "fingerprint": "2f99e26d0316c43c5e4d8ce4b0f1455ce807898aebfdcb58e8c9d87caad78409", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|2f99e26d0316c43c5e4d8ce4b0f1455ce807898aebfdcb58e8c9d87caad78409"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/bench/speed-bench/requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `requests` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61754, "scanner": "repobility-supply-chain", "fingerprint": "cfb3394240c5fb14d69c2abaa2e94ac8db9267100f6870503f43f927077f6ecb", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|cfb3394240c5fb14d69c2abaa2e94ac8db9267100f6870503f43f927077f6ecb"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/bench/requirements.txt"}, "region": {"startLine": 2}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `matplotlib` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61753, "scanner": "repobility-supply-chain", "fingerprint": "33dcb8b5021eb6c14b880f8842cd5431647efcddf68d35e11d002adaa85c129d", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|33dcb8b5021eb6c14b880f8842cd5431647efcddf68d35e11d002adaa85c129d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/bench/requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `sentence-transformers` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61752, "scanner": "repobility-supply-chain", "fingerprint": "7f1defce2be4789af4ad7307416b540820dea884f65d31b6d8757c32ce146549", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|7f1defce2be4789af4ad7307416b540820dea884f65d31b6d8757c32ce146549"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/requirements.txt"}, "region": {"startLine": 7}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `accelerate` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61751, "scanner": "repobility-supply-chain", "fingerprint": "7d5d9f30bb14f9172e0186fa84bbce8fada9049b3dab5af7a4ffda848a5b9661", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|7d5d9f30bb14f9172e0186fa84bbce8fada9049b3dab5af7a4ffda848a5b9661"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/requirements.txt"}, "region": {"startLine": 6}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `huggingface-hub` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61750, "scanner": "repobility-supply-chain", "fingerprint": "97223e48c53d93479bee865611ac9193b2fcdcb98c9036bd7a0683cbcd8ef384", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|97223e48c53d93479bee865611ac9193b2fcdcb98c9036bd7a0683cbcd8ef384"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/requirements.txt"}, "region": {"startLine": 5}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `transformers` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61749, "scanner": "repobility-supply-chain", "fingerprint": "db14441ff055b38c1fa0d91a0abaccc73eee55873fe99774d34f7d25fc065cfc", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|db14441ff055b38c1fa0d91a0abaccc73eee55873fe99774d34f7d25fc065cfc"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/requirements.txt"}, "region": {"startLine": 4}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `torchvision` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61748, "scanner": "repobility-supply-chain", "fingerprint": "f7ca8035ea8e753a5f846cfa61f72411f71fda98b09f153889039b10a7b5d59a", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|f7ca8035ea8e753a5f846cfa61f72411f71fda98b09f153889039b10a7b5d59a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/requirements.txt"}, "region": {"startLine": 3}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `torch` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61747, "scanner": "repobility-supply-chain", "fingerprint": "4764cbb0e5aca1a7064e3766bc415eea8b45b3c584f07b3535222b96457c105d", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|4764cbb0e5aca1a7064e3766bc415eea8b45b3c584f07b3535222b96457c105d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/requirements.txt"}, "region": {"startLine": 2}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `jinja2` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61746, "scanner": "repobility-supply-chain", "fingerprint": "d087039313c71591f08a8175b0b18641e0192d48b43370fe8345ad5e4746d054", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|d087039313c71591f08a8175b0b18641e0192d48b43370fe8345ad5e4746d054"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/jinja/requirements.txt"}, "region": {"startLine": 2}}}]}, {"ruleId": "MINED124", "level": "warning", "message": {"text": "[MINED124] requirements.txt: `PySide6` has no version pin: Unpinned pip requirement means every fresh install may resolve a different version. Newer releases can introduce malicious code (typosquats, account compromises). Reproducible installs need exact pins."}, "properties": {"repobilityId": 61745, "scanner": "repobility-supply-chain", "fingerprint": "f2f161107e45ede1ff896ec75b594c610412418612679339c897ca9354a79de4", "category": "dependency", "severity": "medium", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "unpinned-pip-requirement", "owasp": null, "cwe_ids": ["CWE-1357"], "languages": ["python"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|f2f161107e45ede1ff896ec75b594c610412418612679339c897ca9354a79de4"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/jinja/requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "MINED111", "level": "warning", "message": {"text": "[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose."}, "properties": {"repobilityId": 61730, "scanner": "repobility-ast-engine", "fingerprint": "6d28fae54e463aacdf12b9631b6e24923453525b9ef281a66caf5461ffcac945", "category": "quality", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "bare-except-without-pass", "owasp": null, "cwe_ids": [], "languages": ["python"], "observations_count": 21610}, "scanner": "repobility-ast-engine", "correlation_key": "fp|6d28fae54e463aacdf12b9631b6e24923453525b9ef281a66caf5461ffcac945"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/scripts/utils/check-nmse.py"}, "region": {"startLine": 44}}}]}, {"ruleId": "MINED111", "level": "warning", "message": {"text": "[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. 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Should be replaced with logger or removed."}, "properties": {"repobilityId": 61617, "scanner": "repobility-threat-engine", "fingerprint": "12f146f27a981d10459fda6cda9899a75940667bb00488fad3ce350f61f2d618", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "js-console-log-prod", "owasp": null, "cwe_ids": ["CWE-532"], "languages": ["javascript", "typescript", "tsx", "jsx"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348003+00:00", "triaged_in_corpus": 10, "observations_count": 1940833, "ai_coder_pattern_id": 102}, "scanner": "repobility-threat-engine", "correlation_key": "fp|12f146f27a981d10459fda6cda9899a75940667bb00488fad3ce350f61f2d618"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/serve-static.js"}, "region": {"startLine": 12}}}]}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"repobilityId": 61616, "scanner": "repobility-threat-engine", "fingerprint": "5518cb94bfe14db2d439a2eabcd0458622d2e6a619343b9dd9d440302fde02c2", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "correlation_key": "fp|5518cb94bfe14db2d439a2eabcd0458622d2e6a619343b9dd9d440302fde02c2"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/server-test-model.py"}, "region": {"startLine": 189}}}]}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"repobilityId": 61615, "scanner": "repobility-threat-engine", "fingerprint": "97678eddfc5694ff2f1b5b0e73b08e92a80e7631099b32daebf86a4b99a857f0", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "correlation_key": "fp|97678eddfc5694ff2f1b5b0e73b08e92a80e7631099b32daebf86a4b99a857f0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/get-pg.sh"}, "region": {"startLine": 44}}}]}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"repobilityId": 61614, "scanner": "repobility-threat-engine", "fingerprint": "593457d90010ba47ddcde47d32f8332eb2b8a15161873e22b880a5fed8b22989", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "correlation_key": "fp|593457d90010ba47ddcde47d32f8332eb2b8a15161873e22b880a5fed8b22989"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/compare-logprobs.py"}, "region": {"startLine": 19}}}]}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "properties": {"repobilityId": 61613, "scanner": "repobility-threat-engine", "fingerprint": "c904d150001616c99bf36e54b788c54eea72656702f0d25a6b3e2c41cb5a6a7a", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-input-call", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348050+00:00", "triaged_in_corpus": 12, "observations_count": 66378, "ai_coder_pattern_id": 124}, "scanner": "repobility-threat-engine", "correlation_key": "fp|c904d150001616c99bf36e54b788c54eea72656702f0d25a6b3e2c41cb5a6a7a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/scripts/gguf_set_metadata.py"}, "region": {"startLine": 68}}}]}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "properties": {"repobilityId": 61612, "scanner": "repobility-threat-engine", "fingerprint": "2ed76dc61dba81eeca502454b0f1ca32717018154b932584ff90455dd96d4742", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-input-call", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348050+00:00", "triaged_in_corpus": 12, "observations_count": 66378, "ai_coder_pattern_id": 124}, "scanner": "repobility-threat-engine", "correlation_key": "fp|2ed76dc61dba81eeca502454b0f1ca32717018154b932584ff90455dd96d4742"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/scripts/gguf_new_metadata.py"}, "region": {"startLine": 159}}}]}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "properties": {"repobilityId": 61611, "scanner": "repobility-threat-engine", "fingerprint": "2c0e1b41cbd5d3bad17649af608506de96b9d06833199465a8672cd45218372c", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-input-call", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348050+00:00", "triaged_in_corpus": 12, "observations_count": 66378, "ai_coder_pattern_id": 124}, "scanner": "repobility-threat-engine", "correlation_key": "fp|2c0e1b41cbd5d3bad17649af608506de96b9d06833199465a8672cd45218372c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/scripts/gguf_convert_endian.py"}, "region": {"startLine": 101}}}]}, {"ruleId": "SEC034", "level": "none", "message": {"text": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "properties": {"repobilityId": 61610, "scanner": "repobility-threat-engine", "fingerprint": "0c38f3359897d8fbb05222ca133c0d09a5b4d741ea471e5ee93549f3c0437c61", "category": "log_injection", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC034", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|0c38f3359897d8fbb05222ca133c0d09a5b4d741ea471e5ee93549f3c0437c61"}}}, {"ruleId": "SEC013", "level": "none", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "properties": {"repobilityId": 61604, "scanner": "repobility-threat-engine", "fingerprint": "75f22750f5eefefb3a3ce8f933bc32c82dff4c8e9ca3ec94aeac313553cfbd0d", "category": "path_traversal", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 1 additional occurrences found. 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asserts not null - bypasses null checks - TypeError if wrong."}, "properties": {"repobilityId": 61594, "scanner": "repobility-threat-engine", "fingerprint": "171cdc751d140ad6924f8f0686317502a6dba81a79145b52373a42106c25b390", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "ts-non-null-assertion", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["typescript", "tsx"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348005+00:00", "triaged_in_corpus": 12, "observations_count": 1810954, "ai_coder_pattern_id": 105}, "scanner": "repobility-threat-engine", "correlation_key": "fp|171cdc751d140ad6924f8f0686317502a6dba81a79145b52373a42106c25b390"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-cuda/mean.cu"}, "region": {"startLine": 41}}}]}, {"ruleId": "MINED045", "level": "none", "message": {"text": "[MINED045] Ts Non Null Assertion: x! asserts not null - bypasses null checks - TypeError if wrong."}, "properties": {"repobilityId": 61593, "scanner": "repobility-threat-engine", "fingerprint": "0ee4fa9c5d858b4f976418c327fa4699cc92f62ce4f25d49932205663a459bd7", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "ts-non-null-assertion", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["typescript", "tsx"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348005+00:00", "triaged_in_corpus": 12, "observations_count": 1810954, "ai_coder_pattern_id": 105}, "scanner": "repobility-threat-engine", "correlation_key": "fp|0ee4fa9c5d858b4f976418c327fa4699cc92f62ce4f25d49932205663a459bd7"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-cuda/conv-transpose-1d.cu"}, "region": {"startLine": 25}}}]}, {"ruleId": "MINED011", "level": "none", "message": {"text": "[MINED011] Scala Get On Option (and 3 more): Same pattern found in 3 additional files. Review if needed."}, "properties": {"repobilityId": 61592, "scanner": "repobility-threat-engine", "fingerprint": "166d25e5bcd7592f3a15b2f0b07c187e0a72ee652817b1a47aa3634cf46f864f", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 3 additional occurrences found. 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Review if needed."}, "properties": {"repobilityId": 61587, "scanner": "repobility-threat-engine", "fingerprint": "dfda4170aff520d17dd79e2ba83251ca47508d2ca8ba93d0fcc46ccc46e07c8c", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 5 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 5 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|dfda4170aff520d17dd79e2ba83251ca47508d2ca8ba93d0fcc46ccc46e07c8c"}}}, {"ruleId": "SEC118", "level": "none", "message": {"text": "[SEC118] UUIDv1 / UUIDv3 used for security-sensitive identifier: UUIDv1 encodes the MAC address and timestamp, making it predictable. Used as a session token or password-reset key, it's enumerable."}, "properties": {"repobilityId": 61583, "scanner": "repobility-threat-engine", "fingerprint": "ae412d94a5ed3f72c9fd8a9a174747db91f745463dfc9c9a18fe28911e7820b7", "category": "crypto", "severity": "info", "confidence": 0.1, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Safe pattern 'randomUUID' detected on same line", "evidence": {"match": "UUID.randomUUID()", "reason": "Safe pattern 'randomUUID' detected on same line", "rule_id": "SEC118", "scanner": "repobility-threat-engine", "confidence": 0.1, "correlation_key": "code|crypto|token|174|sec118"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/llama.android/app/src/main/java/com/example/llama/MainActivity.kt"}, "region": {"startLine": 174}}}]}, {"ruleId": "MINED067", "level": "none", "message": {"text": "[MINED067] Python Requests No Timeout (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 61582, "scanner": "repobility-threat-engine", "fingerprint": "1361ffa9c3e6bba8c756f3d556d7d430ee765c8d57ea666109adf6c3be4e2cb1", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "python-requests-no-timeout", "owasp": null, "cwe_ids": ["CWE-400"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348058+00:00", "triaged_in_corpus": 12, "observations_count": 45429, "ai_coder_pattern_id": 122}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|1361ffa9c3e6bba8c756f3d556d7d430ee765c8d57ea666109adf6c3be4e2cb1", "aggregated_count": 2}}}, {"ruleId": "MINED067", "level": "none", "message": {"text": "[MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang forever."}, "properties": {"repobilityId": 61581, "scanner": "repobility-threat-engine", "fingerprint": "e918f97314a7779602b44b0563b619521e08d96bfd7d85fc476d60e8d7a37e42", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-requests-no-timeout", "owasp": null, "cwe_ids": ["CWE-400"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348058+00:00", "triaged_in_corpus": 12, "observations_count": 45429, "ai_coder_pattern_id": 122}, "scanner": "repobility-threat-engine", "correlation_key": "fp|e918f97314a7779602b44b0563b619521e08d96bfd7d85fc476d60e8d7a37e42"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/gen-unicode-data.py"}, "region": {"startLine": 15}}}]}, {"ruleId": "MINED067", "level": "none", "message": {"text": "[MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang forever."}, "properties": {"repobilityId": 61580, "scanner": "repobility-threat-engine", "fingerprint": "877c027a505bbddc320e6ba6a86156b24d44f664119f801a7120914fe3895d35", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-requests-no-timeout", "owasp": null, "cwe_ids": ["CWE-400"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348058+00:00", "triaged_in_corpus": 12, "observations_count": 45429, "ai_coder_pattern_id": 122}, "scanner": "repobility-threat-engine", "correlation_key": "fp|877c027a505bbddc320e6ba6a86156b24d44f664119f801a7120914fe3895d35"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/compare-logprobs.py"}, "region": {"startLine": 29}}}]}, {"ruleId": "MINED067", "level": "none", "message": {"text": "[MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang forever."}, "properties": {"repobilityId": 61579, "scanner": "repobility-threat-engine", "fingerprint": "a085a0ae9548bab6f91178f2de184587eda89bf20c9b0dbded0aa586484bcd3a", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-requests-no-timeout", "owasp": null, "cwe_ids": ["CWE-400"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348058+00:00", "triaged_in_corpus": 12, "observations_count": 45429, "ai_coder_pattern_id": 122}, "scanner": "repobility-threat-engine", "correlation_key": "fp|a085a0ae9548bab6f91178f2de184587eda89bf20c9b0dbded0aa586484bcd3a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/json_schema_pydantic_example.py"}, "region": {"startLine": 32}}}]}, {"ruleId": "SEC078", "level": "none", "message": {"text": "[SEC078] Python: requests without timeout (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 61578, "scanner": "repobility-threat-engine", "fingerprint": "130c5045baecd0b9524abd6870aed08fddb81812daa325ac97b261216d6966ee", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC078", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|130c5045baecd0b9524abd6870aed08fddb81812daa325ac97b261216d6966ee"}}}, {"ruleId": "MINED049", "level": "none", "message": {"text": "[MINED049] Print Pii (and 6 more): Same pattern found in 6 additional files. Review if needed."}, "properties": {"repobilityId": 61571, "scanner": "repobility-threat-engine", "fingerprint": "ca934588c6d63595734e6ff8869b2ec0417aefcb029d8326d9b08376f4b38177", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 6 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "print-pii", "owasp": "A09:2021", "cwe_ids": ["CWE-532"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348015+00:00", "triaged_in_corpus": 12, "observations_count": 676566, "ai_coder_pattern_id": 26}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|ca934588c6d63595734e6ff8869b2ec0417aefcb029d8326d9b08376f4b38177", "aggregated_count": 6}}}, {"ruleId": "MINED049", "level": "none", "message": {"text": "[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout."}, "properties": {"repobilityId": 61570, "scanner": "repobility-threat-engine", "fingerprint": "8315c0f9e0374f7951e2ced6adab35b6739a258dfffa9bb82dc2d566adeb3e49", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "print-pii", "owasp": "A09:2021", "cwe_ids": ["CWE-532"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348015+00:00", "triaged_in_corpus": 12, "observations_count": 676566, "ai_coder_pattern_id": 26}, "scanner": "repobility-threat-engine", "correlation_key": "fp|8315c0f9e0374f7951e2ced6adab35b6739a258dfffa9bb82dc2d566adeb3e49"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/scripts/causal/compare-logits.py"}, "region": {"startLine": 64}}}]}, {"ruleId": "MINED049", "level": "none", "message": {"text": "[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout."}, "properties": {"repobilityId": 61569, "scanner": "repobility-threat-engine", "fingerprint": "e5c94319ca1f56f4bea28e8bbe7f526132f3fa3d5246a60c7da37f233bfb33e8", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "print-pii", "owasp": "A09:2021", "cwe_ids": ["CWE-532"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348015+00:00", "triaged_in_corpus": 12, "observations_count": 676566, "ai_coder_pattern_id": 26}, "scanner": "repobility-threat-engine", "correlation_key": "fp|e5c94319ca1f56f4bea28e8bbe7f526132f3fa3d5246a60c7da37f233bfb33e8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/llama.swiftui/llama.cpp.swift/LibLlama.swift"}, "region": {"startLine": 133}}}]}, {"ruleId": "MINED049", "level": "none", "message": {"text": "[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout."}, "properties": {"repobilityId": 61568, "scanner": "repobility-threat-engine", "fingerprint": "9febba3ad8537d42082ecfc38c670eec4e658913e9b87a4f97abb8de08b77e06", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "print-pii", "owasp": "A09:2021", "cwe_ids": ["CWE-532"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348015+00:00", "triaged_in_corpus": 12, "observations_count": 676566, "ai_coder_pattern_id": 26}, "scanner": "repobility-threat-engine", "correlation_key": "fp|9febba3ad8537d42082ecfc38c670eec4e658913e9b87a4f97abb8de08b77e06"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/batched.swift/Sources/main.swift"}, "region": {"startLine": 85}}}]}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 61566, "scanner": "repobility-threat-engine", "fingerprint": "b39288e529a4ab712a2d60436a688220bb6b374d59b0f4dce7184c9dc7729483", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|b39288e529a4ab712a2d60436a688220bb6b374d59b0f4dce7184c9dc7729483", "aggregated_count": 2}}}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function: Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"repobilityId": 61565, "scanner": "repobility-threat-engine", "fingerprint": "9931155360a009786bc4059d59a73c9c2b2ab5c86775c6e0c8da4a0704ea0056", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "correlation_key": "fp|9931155360a009786bc4059d59a73c9c2b2ab5c86775c6e0c8da4a0704ea0056"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/ultravox.py"}, "region": {"startLine": 17}}}]}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function: Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"repobilityId": 61564, "scanner": "repobility-threat-engine", "fingerprint": "7bec0fb7892d8da4b88e50045c446de791036b11fc154fa5ba3ce8196a8351cf", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "correlation_key": "fp|7bec0fb7892d8da4b88e50045c446de791036b11fc154fa5ba3ce8196a8351cf"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/mamba.py"}, "region": {"startLine": 133}}}]}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function: Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"repobilityId": 61563, "scanner": "repobility-threat-engine", "fingerprint": "6727ac0572238db424cb64cc2d48801d0f32648b84fc88848ae4c6fcb4e23025", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "correlation_key": "fp|6727ac0572238db424cb64cc2d48801d0f32648b84fc88848ae4c6fcb4e23025"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/kimi_linear.py"}, "region": {"startLine": 27}}}]}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs (and 13 more): Same pattern found in 13 additional files. Review if needed."}, "properties": {"repobilityId": 61559, "scanner": "repobility-threat-engine", "fingerprint": "07871f2f2d51c51c8dfed34ea234620430442a7d3ea2e03c868a7ef341ab143b", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 13 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 13 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|07871f2f2d51c51c8dfed34ea234620430442a7d3ea2e03c868a7ef341ab143b"}}}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 61558, "scanner": "repobility-threat-engine", "fingerprint": "12fef57db155ac835b3628fe006be987199b78649521357f69f578c3f58939a8", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log line appears to mention secret metadata or a redacted value rather than printing the secret", "evidence": {"match": "logger.error('Error: Missing vocab and chat template, download files from https://huggingface.co/alv", "reason": "Log line appears to mention secret metadata or a redacted value rather than printing the secret", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|conversion/grok.py|2|logger.error error: missing vocab and chat template download files from https://huggingface.co/alv"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/grok.py"}, "region": {"startLine": 25}}}]}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 61557, "scanner": "repobility-threat-engine", "fingerprint": "5072c4f52e6174b97b7f2af7674a8263deae5bfd32404020c5ad46bfb8e1529b", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log line appears to mention secret metadata or a redacted value rather than printing the secret", "evidence": {"match": "logger.error(f'Error: Missing {tokenizer_path}')", "reason": "Log line appears to mention secret metadata or a redacted value rather than printing the secret", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|conversion/arctic.py|3|logger.error f error: missing tokenizer_path"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/arctic.py"}, "region": {"startLine": 31}}}]}, {"ruleId": "COMP001", "level": "none", "message": {"text": "[COMP001] High cognitive complexity (and 96 more): Same pattern found in 96 additional files. Review if needed."}, "properties": {"repobilityId": 61555, "scanner": "repobility-threat-engine", "fingerprint": "bfd3c5188f250152fc26f3664cb678a0872ce150c6f20495d32f7403f746113e", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 96 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"scanner": "repobility-threat-engine", "function": "modify_tensors", "breakdown": {"if": 3, "for": 2, "else": 1, "recursion": 2, "nested_bonus": 7}, "aggregated": true, "complexity": 15, "correlation_key": "fp|bfd3c5188f250152fc26f3664cb678a0872ce150c6f20495d32f7403f746113e", "aggregated_count": 96}}}, {"ruleId": "SEC029", "level": "none", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 3 more): Same pattern found in 3 additional files. Review if needed."}, "properties": {"repobilityId": 61551, "scanner": "repobility-threat-engine", "fingerprint": "29f418f0b32afce9ff9545bb3e439c1b302cb3c41f56d413b872dcb5fe0b02fc", "category": "ssrf", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 3 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 3 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|29f418f0b32afce9ff9545bb3e439c1b302cb3c41f56d413b872dcb5fe0b02fc"}}}, {"ruleId": "MINED134", "level": "error", "message": {"text": "[MINED134] Binary file `examples/llama.android/gradle/wrapper/gradle-wrapper.jar` committed in source repo: `examples/llama.android/gradle/wrapper/gradle-wrapper.jar` is a .jar binary (59,203 bytes) committed to a repo that otherwise has 1201 source files. Trojan binaries inside otherwise-normal source repos are a known supply-chain attack: a compromised dependency or PR slips in a binary that gets executed by build scripts."}, "properties": {"repobilityId": 61794, "scanner": "repobility-supply-chain", "fingerprint": "ff3ee10209425e4b97fa30d1cabb6b86b37af687717951692df0976d4e66e739", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "suspicious-binary-in-src", "owasp": null, "cwe_ids": ["CWE-506"], "languages": ["any"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|ff3ee10209425e4b97fa30d1cabb6b86b37af687717951692df0976d4e66e739"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/llama.android/gradle/wrapper/gradle-wrapper.jar"}, "region": {"startLine": 1}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `ghcr.io/snapdragon-toolchain/arm64-linux:v0.7` unpinned: `container/services image: ghcr.io/snapdragon-toolchain/arm64-linux:v0.7` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61792, "scanner": "repobility-supply-chain", "fingerprint": "1f64ff132bf7ead1fcc4f56ddbce08acc260c38088b00d20b2a67ee299f93ce7", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|1f64ff132bf7ead1fcc4f56ddbce08acc260c38088b00d20b2a67ee299f93ce7"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-and-test-snapdragon.yml"}, "region": {"startLine": 64}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `ghcr.io/snapdragon-toolchain/arm64-android:v0.7` unpinned: `container/services image: ghcr.io/snapdragon-toolchain/arm64-android:v0.7` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61791, "scanner": "repobility-supply-chain", "fingerprint": "483ba92e06da225be69f70103735548b8232e3d1579259ca9f0bac83957fb5b5", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|483ba92e06da225be69f70103735548b8232e3d1579259ca9f0bac83957fb5b5"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-and-test-snapdragon.yml"}, "region": {"startLine": 34}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `mthreads/musa:rc4.3.0-devel-ubuntu22.04-amd64` unpinned: `container/services image: mthreads/musa:rc4.3.0-devel-ubuntu22.04-amd64` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61788, "scanner": "repobility-supply-chain", "fingerprint": "3545ddd91fc7f00743fbc76e4c7be9b6bf1118ad2a2de240cf588a0ed8b2460f", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|3545ddd91fc7f00743fbc76e4c7be9b6bf1118ad2a2de240cf588a0ed8b2460f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-ubuntu.yml"}, "region": {"startLine": 109}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `rocm/dev-ubuntu-22.04:6.1.2` unpinned: `container/services image: rocm/dev-ubuntu-22.04:6.1.2` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61787, "scanner": "repobility-supply-chain", "fingerprint": "ac376937e2546985e3327c9c738c01338c1214b2b4267b57b5b184dd9118f509", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|ac376937e2546985e3327c9c738c01338c1214b2b4267b57b5b184dd9118f509"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-ubuntu.yml"}, "region": {"startLine": 77}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `nvidia/cuda:12.6.2-devel-ubuntu24.04` unpinned: `container/services image: nvidia/cuda:12.6.2-devel-ubuntu24.04` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61786, "scanner": "repobility-supply-chain", "fingerprint": "d0f55a2abf3d0f3edda42ecfc3bd56823cd5bc9ef290e868cdaa0fa784915b13", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|d0f55a2abf3d0f3edda42ecfc3bd56823cd5bc9ef290e868cdaa0fa784915b13"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-ubuntu.yml"}, "region": {"startLine": 41}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `rocm/dev-ubuntu-22.04:7.2.1` unpinned: `container/services image: rocm/dev-ubuntu-22.04:7.2.1` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61785, "scanner": "repobility-supply-chain", "fingerprint": "2753f5de02e17f85c5e0e260b46a8291099ac992b96fae7015dba11723c11880", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|2753f5de02e17f85c5e0e260b46a8291099ac992b96fae7015dba11723c11880"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/hip-quality-check.yml"}, "region": {"startLine": 38}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `tonistiigi/binfmt:qemu-v10.2.1` unpinned: `container/services image: tonistiigi/binfmt:qemu-v10.2.1` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61784, "scanner": "repobility-supply-chain", "fingerprint": "2042121d55ab7221e04f789791ae0b1e8a94176b3f44e73105293a2c7afda7fd", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|2042121d55ab7221e04f789791ae0b1e8a94176b3f44e73105293a2c7afda7fd"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/docker.yml"}, "region": {"startLine": 157}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/setup-node` pinned to mutable ref `@v6`: `uses: actions/setup-node@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61783, "scanner": "repobility-supply-chain", "fingerprint": "ab6c27e3350124063905cd1bcab487f924640a4573fbe5119dded910196d40ae", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|ab6c27e3350124063905cd1bcab487f924640a4573fbe5119dded910196d40ae"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ui-build.yml"}, "region": {"startLine": 17}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61782, "scanner": "repobility-supply-chain", "fingerprint": "a091f9d80523c6e4481f97a062809a9a2abb1a8a3927df1f973d143399389bbe", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|a091f9d80523c6e4481f97a062809a9a2abb1a8a3927df1f973d143399389bbe"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ui-build.yml"}, "region": {"startLine": 14}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61781, "scanner": "repobility-supply-chain", "fingerprint": "c54d55e90b67a11c050bd180839a86eaca3fd74a33e05b7360af342d9b6e2e02", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|c54d55e90b67a11c050bd180839a86eaca3fd74a33e05b7360af342d9b6e2e02"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cmake-pkg.yml"}, "region": {"startLine": 10}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `ggml-org/ccache-action` pinned to mutable ref `@v1.2.21`: `uses: ggml-org/ccache-action@v1.2.21` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61780, "scanner": "repobility-supply-chain", "fingerprint": "4b639702b533643bf9561db1a4bf1a4ce8ae8d35df2d4ca6201c3c73ad80ba26", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|4b639702b533643bf9561db1a4bf1a4ce8ae8d35df2d4ca6201c3c73ad80ba26"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-windows.yml"}, "region": {"startLine": 132}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/cache` pinned to mutable ref `@v5`: `uses: actions/cache@v5` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61779, "scanner": "repobility-supply-chain", "fingerprint": "16876a7713ef4270814634c857b76e72f7b0fef587b97c1eae8b9a3aa9d121b9", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|16876a7713ef4270814634c857b76e72f7b0fef587b97c1eae8b9a3aa9d121b9"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-windows.yml"}, "region": {"startLine": 108}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61778, "scanner": "repobility-supply-chain", "fingerprint": "9cdfc031829f71053b2956904f74675736054ab7908d778d270544f11e236cb6", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|9cdfc031829f71053b2956904f74675736054ab7908d778d270544f11e236cb6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-windows.yml"}, "region": {"startLine": 98}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `ggml-org/ccache-action` pinned to mutable ref `@v1.2.21`: `uses: ggml-org/ccache-action@v1.2.21` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61777, "scanner": "repobility-supply-chain", "fingerprint": "32486a447c4316d4b34a5f1658747e436edfa42262a99842cef28ebfd8834456", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|32486a447c4316d4b34a5f1658747e436edfa42262a99842cef28ebfd8834456"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-windows.yml"}, "region": {"startLine": 40}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61776, "scanner": "repobility-supply-chain", "fingerprint": "a2bf138a6da19de4a818a3794199a4422bd5817aebad2c318569bf7478392048", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|a2bf138a6da19de4a818a3794199a4422bd5817aebad2c318569bf7478392048"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-cuda-windows.yml"}, "region": {"startLine": 37}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/setup-python` pinned to mutable ref `@v6`: `uses: actions/setup-python@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61775, "scanner": "repobility-supply-chain", "fingerprint": "4e09d794f726235283d353237a1250178a0392e328c71cefbcc9974cdea0f73a", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|4e09d794f726235283d353237a1250178a0392e328c71cefbcc9974cdea0f73a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/update-ops-docs.yml"}, "region": {"startLine": 26}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61774, "scanner": "repobility-supply-chain", "fingerprint": "8c8165286d717e4adcf09355eed6351bb974511c86900326ba02e25834f59dd8", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|8c8165286d717e4adcf09355eed6351bb974511c86900326ba02e25834f59dd8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/update-ops-docs.yml"}, "region": {"startLine": 23}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61773, "scanner": "repobility-supply-chain", "fingerprint": "b972397787d06afc3bc4f0697e2bbef5c19f7716d872bb16f36b604ecd43ce9c", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|b972397787d06afc3bc4f0697e2bbef5c19f7716d872bb16f36b604ecd43ce9c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ai-issues.yml"}, "region": {"startLine": 18}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/setup-python` pinned to mutable ref `@v6`: `uses: actions/setup-python@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61772, "scanner": "repobility-supply-chain", "fingerprint": "12f72f01a85c9be90dc8e79a5399522dbfb716882f72ac46da97c06adcc5a133", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|12f72f01a85c9be90dc8e79a5399522dbfb716882f72ac46da97c06adcc5a133"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/check-vendor.yml"}, "region": {"startLine": 31}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61771, "scanner": "repobility-supply-chain", "fingerprint": "4974a6422e383a1194f5aba4d91da7b0033595af018f1abae4c8f1099f190993", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|4974a6422e383a1194f5aba4d91da7b0033595af018f1abae4c8f1099f190993"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/check-vendor.yml"}, "region": {"startLine": 26}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61770, "scanner": "repobility-supply-chain", "fingerprint": "62b7bf921c8dadf880e0e8ef344b87b7209e560d4dbc0ab9a34c618b379db533", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|62b7bf921c8dadf880e0e8ef344b87b7209e560d4dbc0ab9a34c618b379db533"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-3rd-party.yml"}, "region": {"startLine": 36}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/setup-python` pinned to mutable ref `@v6`: `uses: actions/setup-python@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61769, "scanner": "repobility-supply-chain", "fingerprint": "87899f090fb815de975712b7d365dd979631bdf852a3a8dbcdfe57df437c0c5a", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|87899f090fb815de975712b7d365dd979631bdf852a3a8dbcdfe57df437c0c5a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/pre-tokenizer-hashes.yml"}, "region": {"startLine": 22}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61768, "scanner": "repobility-supply-chain", "fingerprint": "58d59f8a081cac3088e1081ca929bf040159dded29a3466a672880a9cf8b04ed", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|58d59f8a081cac3088e1081ca929bf040159dded29a3466a672880a9cf8b04ed"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/pre-tokenizer-hashes.yml"}, "region": {"startLine": 19}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61767, "scanner": "repobility-supply-chain", "fingerprint": "955f306b8e0ca379ca7c71cf926a5ba489132a07507810d4a85731b3acb90cc9", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|955f306b8e0ca379ca7c71cf926a5ba489132a07507810d4a85731b3acb90cc9"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-rpc.yml"}, "region": {"startLine": 45}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61766, "scanner": "repobility-supply-chain", "fingerprint": "92f5bce61dc23d44395c9ba571c1a246405d8e1e2ccc765fc95daab1da184f3f", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|92f5bce61dc23d44395c9ba571c1a246405d8e1e2ccc765fc95daab1da184f3f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-openvino.yml"}, "region": {"startLine": 52}}}]}, {"ruleId": "MINED126", "level": "error", "message": {"text": "[MINED126] Workflow container/services image `ghcr.io/snapdragon-toolchain/arm64-android:v0.3` unpinned: `container/services image: ghcr.io/snapdragon-toolchain/arm64-android:v0.3` without `@sha256:...` pulls a mutable tag at workflow-run time. Treat workflow container references with the same supply-chain discipline as Dockerfile FROM lines."}, "properties": {"repobilityId": 61765, "scanner": "repobility-supply-chain", "fingerprint": "3f89394314b35059fe293169a6c3c00e1066fa6789d59ade2feadc5497f66a93", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-container-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|3f89394314b35059fe293169a6c3c00e1066fa6789d59ade2feadc5497f66a93"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 64}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/setup-java` pinned to mutable ref `@v5`: `uses: actions/setup-java@v5` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61764, "scanner": "repobility-supply-chain", "fingerprint": "67a9befeed670bf1ce069d6ef6305aa44f3a56b1e865d05df68760ca18ebebac", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|67a9befeed670bf1ce069d6ef6305aa44f3a56b1e865d05df68760ca18ebebac"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 120}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61763, "scanner": "repobility-supply-chain", "fingerprint": "95ac2f66cd37f1a9100df7a71efedf48ca75f6fc94e9a64e1edabe6f2ebaea08", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|95ac2f66cd37f1a9100df7a71efedf48ca75f6fc94e9a64e1edabe6f2ebaea08"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 104}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/upload-artifact` pinned to mutable ref `@v6`: `uses: actions/upload-artifact@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61762, "scanner": "repobility-supply-chain", "fingerprint": "3debd0126f8f1b234c7b62dc0c226f77fb226fbb0837e4ee6b001e886454d731", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|3debd0126f8f1b234c7b62dc0c226f77fb226fbb0837e4ee6b001e886454d731"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 90}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61761, "scanner": "repobility-supply-chain", "fingerprint": "16a7e80ca04dc36f055ce4aaa2804b49864dc2c0e8a3512e887e5a917e367b85", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|16a7e80ca04dc36f055ce4aaa2804b49864dc2c0e8a3512e887e5a917e367b85"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 71}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/setup-java` pinned to mutable ref `@v5`: `uses: actions/setup-java@v5` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61760, "scanner": "repobility-supply-chain", "fingerprint": "5d07be9db0dc62448701c30fe460514312e93ca92214ddfea8592a75bece46a2", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|5d07be9db0dc62448701c30fe460514312e93ca92214ddfea8592a75bece46a2"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 46}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61759, "scanner": "repobility-supply-chain", "fingerprint": "448180db1a269fcb00e8104e535df9e461cf882955193234ef9fd72c9b002423", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|448180db1a269fcb00e8104e535df9e461cf882955193234ef9fd72c9b002423"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-android.yml"}, "region": {"startLine": 40}}}]}, {"ruleId": "MINED115", "level": "error", "message": {"text": "[MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout@v6` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/changed-files compromise (2025) instantly affect ~23K repos. Pin to a 40-char commit SHA + lock with Dependabot or renovate."}, "properties": {"repobilityId": 61758, "scanner": "repobility-supply-chain", "fingerprint": "e30a0953746142bd5b569611bff9266eb20d2852a2901120d3bcac0f74fbe27e", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-mutable-ref", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|e30a0953746142bd5b569611bff9266eb20d2852a2901120d3bcac0f74fbe27e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-msys.yml"}, "region": {"startLine": 35}}}]}, {"ruleId": "MINED118", "level": "error", "message": {"text": "[MINED118] Dockerfile FROM `intel/deep-learning-essentials (no tag)` not pinned by digest: `FROM intel/deep-learning-essentials (no tag)` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity."}, "properties": {"repobilityId": 61744, "scanner": "repobility-supply-chain", "fingerprint": "f4fed7ca180b0102c9ecc5f9bd8d680ca67328ed149d031019d70a06c70eb796", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "docker-from-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["dockerfile"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|f4fed7ca180b0102c9ecc5f9bd8d680ca67328ed149d031019d70a06c70eb796"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".devops/intel.Dockerfile"}, "region": {"startLine": 44}}}]}, {"ruleId": "MINED118", "level": "error", "message": {"text": "[MINED118] Dockerfile FROM `intel/deep-learning-essentials (no tag)` not pinned by digest: `FROM intel/deep-learning-essentials (no tag)` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity."}, "properties": {"repobilityId": 61743, "scanner": "repobility-supply-chain", "fingerprint": "16a69f549d6526e86d83f5f5ac16f708cda77509cffb76ead7de4dda0f395016", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "docker-from-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["dockerfile"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|16a69f549d6526e86d83f5f5ac16f708cda77509cffb76ead7de4dda0f395016"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".devops/intel.Dockerfile"}, "region": {"startLine": 7}}}]}, {"ruleId": "MINED118", "level": "error", "message": {"text": "[MINED118] Dockerfile FROM `ascendai/cann (no tag)` not pinned by digest: `FROM ascendai/cann (no tag)` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity."}, "properties": {"repobilityId": 61742, "scanner": "repobility-supply-chain", "fingerprint": "0ff9d4ddfa488b3e535d33dc15d3452debab23b88f363fb385c98c6209018fdc", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "docker-from-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["dockerfile"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|0ff9d4ddfa488b3e535d33dc15d3452debab23b88f363fb385c98c6209018fdc"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".devops/llama-cli-cann.Dockerfile"}, "region": {"startLine": 33}}}]}, {"ruleId": "MINED118", "level": "error", "message": {"text": "[MINED118] Dockerfile FROM `ascendai/cann (no tag)` not pinned by digest: `FROM ascendai/cann (no tag)` resolves the tag at build time. The registry CAN re-push a different image for the same tag, so every build is potentially different. Production images should pin to `image@sha256:...` for reproducibility + supply-chain integrity."}, "properties": {"repobilityId": 61741, "scanner": "repobility-supply-chain", "fingerprint": "8a6e15f56b1415f1d9e188f27e1d84787295030b5204c64bfb71898d54b378ac", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "docker-from-unpinned", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["dockerfile"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|8a6e15f56b1415f1d9e188f27e1d84787295030b5204c64bfb71898d54b378ac"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".devops/llama-cli-cann.Dockerfile"}, "region": {"startLine": 5}}}]}, {"ruleId": "MINED131", "level": "error", "message": {"text": "[MINED131] pre-commit hook `https://github.com/PyCQA/flake8` pinned to mutable rev `7.0.0`: `.pre-commit-config.yaml` references `https://github.com/PyCQA/flake8` at `rev: 7.0.0`. If `{rev}` is a branch or version tag, the repo owner can push new code there and `pre-commit install --install-hooks` will fetch it on every developer's machine."}, "properties": {"repobilityId": 61740, "scanner": "repobility-supply-chain", "fingerprint": "71f73dc0b9359ef3b59be189225a65129db762b6749771ef50baeb7ca9069597", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "precommit-untrusted-repo", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|71f73dc0b9359ef3b59be189225a65129db762b6749771ef50baeb7ca9069597"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".pre-commit-config.yaml"}, "region": {"startLine": 12}}}]}, {"ruleId": "MINED131", "level": "error", "message": {"text": "[MINED131] pre-commit hook `https://github.com/pre-commit/pre-commit-hooks` pinned to mutable rev `v4.6.0`: `.pre-commit-config.yaml` references `https://github.com/pre-commit/pre-commit-hooks` at `rev: v4.6.0`. 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This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61682, "scanner": "repobility-ast-engine", "fingerprint": "e376912e6c3c5c68df6b807c089b7621a42ba0e80fb1e692a17ec04e7ad5f269", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|e376912e6c3c5c68df6b807c089b7621a42ba0e80fb1e692a17ec04e7ad5f269"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_lora_to_gguf.py"}, "region": {"startLine": 182}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.shape` used but never assigned in __init__: Method `permute` of class `LoraTorchTensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61681, "scanner": "repobility-ast-engine", "fingerprint": "4d557bdef97c340a354d97cda7482bbbf2c48db09f8fd6a75eab0a1f9676c828", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|4d557bdef97c340a354d97cda7482bbbf2c48db09f8fd6a75eab0a1f9676c828"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_lora_to_gguf.py"}, "region": {"startLine": 169}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.reshape` used but never assigned in __init__: Method `view` of class `LoraTorchTensor` reads `self.reshape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61680, "scanner": "repobility-ast-engine", "fingerprint": "32433352df98a95618325ff977194481fd9bba60b5540bb5b8c862dfc329302c", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|32433352df98a95618325ff977194481fd9bba60b5540bb5b8c862dfc329302c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_lora_to_gguf.py"}, "region": {"startLine": 166}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.reshape` used but never assigned in __init__: Method `reshape_as` of class `LoraTorchTensor` reads `self.reshape`, but no assignment to it exists in __init__ (and no class-level fallback). 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This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61678, "scanner": "repobility-ast-engine", "fingerprint": "1a6438cb99a394b47d06ffaa42bb4389d7ac21cea0c109f8d7d53d8cb02e7151", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|1a6438cb99a394b47d06ffaa42bb4389d7ac21cea0c109f8d7d53d8cb02e7151"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_lora_to_gguf.py"}, "region": {"startLine": 141}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.shape` used but never assigned in __init__: Method `size` of class `LoraTorchTensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61677, "scanner": "repobility-ast-engine", "fingerprint": "44646cb5af738ce2209419e300ea120948ab4e604bf66769f0d9899b5dc207cf", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|44646cb5af738ce2209419e300ea120948ab4e604bf66769f0d9899b5dc207cf"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_lora_to_gguf.py"}, "region": {"startLine": 128}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.shape` used but never assigned in __init__: Method `__getitem__` of class `LoraTorchTensor` reads `self.shape`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61676, "scanner": "repobility-ast-engine", "fingerprint": "f62786e6bf25144a1f993845b10e831826ee86c872e0ac9c8a4fdaff92d46fcd", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|f62786e6bf25144a1f993845b10e831826ee86c872e0ac9c8a4fdaff92d46fcd"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_lora_to_gguf.py"}, "region": {"startLine": 66}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.add_tensors` used but never assigned in __init__: Method `save` of class `GGMLToGGUF` reads `self.add_tensors`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61675, "scanner": "repobility-ast-engine", "fingerprint": "c12a5af8cb31145ef587ed7dabcccf3dba40c329f8b30f00464844b9ff22afae", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|c12a5af8cb31145ef587ed7dabcccf3dba40c329f8b30f00464844b9ff22afae"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_llama_ggml_to_gguf.py"}, "region": {"startLine": 238}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.add_vocab` used but never assigned in __init__: Method `save` of class `GGMLToGGUF` reads `self.add_vocab`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61674, "scanner": "repobility-ast-engine", "fingerprint": "965a5f0165a2dd17960df94da1dc14a1d028f18661f32592661a13ea55aadba2", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|965a5f0165a2dd17960df94da1dc14a1d028f18661f32592661a13ea55aadba2"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_llama_ggml_to_gguf.py"}, "region": {"startLine": 235}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.add_params` used but never assigned in __init__: Method `save` of class `GGMLToGGUF` reads `self.add_params`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61673, "scanner": "repobility-ast-engine", "fingerprint": "d2d99b0eddf81214cba788bb96ac12be8c8763a40c1de84162e3efbf37f98d1c", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|d2d99b0eddf81214cba788bb96ac12be8c8763a40c1de84162e3efbf37f98d1c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_llama_ggml_to_gguf.py"}, "region": {"startLine": 234}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.validate_conversion` used but never assigned in __init__: Method `load` of class `GGMLModel` reads `self.validate_conversion`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61672, "scanner": "repobility-ast-engine", "fingerprint": "a547c3723f7ecc5c7caa61fbb07692d5a3c73bb60544ca17d3d3b130c759152e", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|a547c3723f7ecc5c7caa61fbb07692d5a3c73bb60544ca17d3d3b130c759152e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_llama_ggml_to_gguf.py"}, "region": {"startLine": 185}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "[MINED108] `self.validate_header` used but never assigned in __init__: Method `load` of class `GGMLModel` reads `self.validate_header`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"repobilityId": 61671, "scanner": "repobility-ast-engine", "fingerprint": "f601187f3053e3d17ad11287779a8af35e59af7ee1dbc723695601263935bf15", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "self-attr-never-set", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["python"], "observations_count": 25998}, "scanner": "repobility-ast-engine", "correlation_key": "fp|f601187f3053e3d17ad11287779a8af35e59af7ee1dbc723695601263935bf15"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "convert_llama_ggml_to_gguf.py"}, "region": {"startLine": 181}}}]}, {"ruleId": "MINED021", "level": "error", "message": {"text": "[MINED021] Path Traversal Os Join: os.path.join(user_dir, filename) where filename can contain \"../\" \u2014 directory escape."}, "properties": {"repobilityId": 61606, "scanner": "repobility-threat-engine", "fingerprint": "260f379374e9adee50b3cd475554a51bbd2573a9b50766f126b1511c5c5a79ce", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "path-traversal-os-join", "owasp": "A01:2021", "cwe_ids": ["CWE-22"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347947+00:00", "triaged_in_corpus": 15, "observations_count": 45678, "ai_coder_pattern_id": 31}, "scanner": "repobility-threat-engine", "correlation_key": "fp|260f379374e9adee50b3cd475554a51bbd2573a9b50766f126b1511c5c5a79ce"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-webgpu/wgsl-shaders/embed_wgsl.py"}, "region": {"startLine": 15}}}]}, {"ruleId": "SEC114", "level": "error", "message": {"text": "[SEC114] path.join / Path() on user-controlled segment without containment check: filepath.Clean / path.Join on attacker-supplied segments does NOT prevent escape from the base directory. `../../../etc/passwd` resolves cleanly."}, "properties": {"repobilityId": 61605, "scanner": "repobility-threat-engine", "fingerprint": "25dc4ff86de8b68f85c3b4a45fd41deff7175295f37652c9ccf1e65c1ec04908", "category": "path_traversal", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "path.join(input", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC114", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "code|path_traversal|token|15|sec114"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-webgpu/wgsl-shaders/embed_wgsl.py"}, "region": {"startLine": 15}}}]}, {"ruleId": "SEC013", "level": "error", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files."}, "properties": {"repobilityId": 61603, "scanner": "repobility-threat-engine", "fingerprint": "1e740bd07b3816879e5a48b9b11d0e1023eaf5146bd0c411c4712c7c70040290", "category": "path_traversal", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "User-controlled input detected in file path construction", "evidence": {"match": "open(params", "reason": "User-controlled input detected in file path construction", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "code|path_traversal|tools/results/results.cpp|110|sec013"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/results/results.cpp"}, "region": {"startLine": 110}}}]}, {"ruleId": "SEC013", "level": "error", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files."}, "properties": {"repobilityId": 61602, "scanner": "repobility-threat-engine", "fingerprint": "101d6bafc74e53a17ccb70b5e09510ce9879b29f4fbeeaac227d39aa6ef4475c", "category": "path_traversal", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "User-controlled input detected in file path construction", "evidence": {"match": "open(\"r\") as f1, input", "reason": "User-controlled input detected in file path construction", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "code|path_traversal|scripts/compare-logprobs.py|116|sec013"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/compare-logprobs.py"}, "region": {"startLine": 116}}}]}, {"ruleId": "SEC013", "level": "error", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files."}, "properties": {"repobilityId": 61601, "scanner": "repobility-threat-engine", "fingerprint": "d07a20a1d80c88dbec586aa023299cc077753f930a48cf2861115193b6cb277c", "category": "path_traversal", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "User-controlled input detected in file path construction", "evidence": {"match": "os.path.join(input", "reason": "User-controlled input detected in file path construction", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "code|path_traversal|token|15|sec013"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-webgpu/wgsl-shaders/embed_wgsl.py"}, "region": {"startLine": 15}}}]}, {"ruleId": "MINED011", "level": "error", "message": {"text": "[MINED011] Scala Get On Option: Option.get throws NoSuchElementException on None. Use getOrElse / fold / match."}, "properties": {"repobilityId": 61591, "scanner": "repobility-threat-engine", "fingerprint": "258c9892b7d49023410fc783f9a921516b67f545a70a80fb1f3bee802dab31df", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "scala-get-on-option", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["scala"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347923+00:00", "triaged_in_corpus": 15, "observations_count": 140164, "ai_coder_pattern_id": 159}, "scanner": "repobility-threat-engine", "correlation_key": "fp|258c9892b7d49023410fc783f9a921516b67f545a70a80fb1f3bee802dab31df"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-cuda/mmf.cu"}, "region": {"startLine": 87}}}]}, {"ruleId": "MINED011", "level": "error", "message": {"text": "[MINED011] Scala Get On Option: Option.get throws NoSuchElementException on None. Use getOrElse / fold / match."}, "properties": {"repobilityId": 61590, "scanner": "repobility-threat-engine", "fingerprint": "85e75bf8eeea75fad056f142ac9fd386c51958b04d97a4507563209aa989657f", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "scala-get-on-option", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["scala"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347923+00:00", "triaged_in_corpus": 15, "observations_count": 140164, "ai_coder_pattern_id": 159}, "scanner": "repobility-threat-engine", "correlation_key": "fp|85e75bf8eeea75fad056f142ac9fd386c51958b04d97a4507563209aa989657f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-cuda/cumsum.cu"}, "region": {"startLine": 209}}}]}, {"ruleId": "MINED011", "level": "error", "message": {"text": "[MINED011] Scala Get On Option: Option.get throws NoSuchElementException on None. Use getOrElse / fold / match."}, "properties": {"repobilityId": 61589, "scanner": "repobility-threat-engine", "fingerprint": "22e7773128f8b9898b34b5ce883808d6fb849ebf8b0e24eb2bbb618554075b7f", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "scala-get-on-option", "owasp": null, "cwe_ids": ["CWE-476"], "languages": ["scala"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347923+00:00", "triaged_in_corpus": 15, "observations_count": 140164, "ai_coder_pattern_id": 159}, "scanner": "repobility-threat-engine", "correlation_key": "fp|22e7773128f8b9898b34b5ce883808d6fb849ebf8b0e24eb2bbb618554075b7f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-cuda/argsort.cu"}, "region": {"startLine": 41}}}]}, {"ruleId": "SEC128", "level": "error", "message": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake): Async call invoked without `await` returns an unhandled Promise. The outer function resolves before the inner work completes \u2014 DB writes lost, emails not sent, race conditions. This is one of the top-3 errors AI coders make: they understand async-shape but drop the await keyword when chaining multiple ops. Surfaces as flaky tests or silently dropped data in production."}, "properties": {"repobilityId": 61586, "scanner": "repobility-threat-engine", "fingerprint": "8a2bb31f24079f021624587d03b515afb5600bd75c87c6f438a3990180925eb8", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "bar.update(tensor.n_bytes)", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|8a2bb31f24079f021624587d03b515afb5600bd75c87c6f438a3990180925eb8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/scripts/gguf_new_metadata.py"}, "region": {"startLine": 98}}}]}, {"ruleId": "SEC128", "level": "error", "message": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake): Async call invoked without `await` returns an unhandled Promise. The outer function resolves before the inner work completes \u2014 DB writes lost, emails not sent, race conditions. This is one of the top-3 errors AI coders make: they understand async-shape but drop the await keyword when chaining multiple ops. Surfaces as flaky tests or silently dropped data in production."}, "properties": {"repobilityId": 61585, "scanner": "repobility-threat-engine", "fingerprint": "60c45cf160ef29c0d35684b4236eab2e05b12d068810267d64e3f0c23be1edc2", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "uuidv5_sha1.update(UUID_NAMESPACE_LLAMA_CPP.bytes)", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|60c45cf160ef29c0d35684b4236eab2e05b12d068810267d64e3f0c23be1edc2"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/scripts/gguf_hash.py"}, "region": {"startLine": 34}}}]}, {"ruleId": "SEC128", "level": "error", "message": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake): Async call invoked without `await` returns an unhandled Promise. The outer function resolves before the inner work completes \u2014 DB writes lost, emails not sent, race conditions. This is one of the top-3 errors AI coders make: they understand async-shape but drop the await keyword when chaining multiple ops. Surfaces as flaky tests or silently dropped data in production."}, "properties": {"repobilityId": 61584, "scanner": "repobility-threat-engine", "fingerprint": "3237f0ca15612c989221a5d89762866786d496a45bce105519afc2dc525a6a34", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "engine.destroy()", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|3237f0ca15612c989221a5d89762866786d496a45bce105519afc2dc525a6a34"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/llama.android/app/src/main/java/com/example/llama/MainActivity.kt"}, "region": {"startLine": 240}}}]}, {"ruleId": "SEC078", "level": "error", "message": {"text": "[SEC078] Python: requests without timeout: requests.get/post without a timeout will hang indefinitely on a non-responsive server, causing thread exhaustion and ReDoS. Ported from bandit B113 (Apache-2.0). NOTE: this regex is heuristic; a real AST check is preferred for accuracy."}, "properties": {"repobilityId": 61577, "scanner": "repobility-threat-engine", "fingerprint": "2e8f5aa84b11369cebe5f8a9a6d5b75b7202355b5017526f70ff20938628753f", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "requests.get(", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC078", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|2e8f5aa84b11369cebe5f8a9a6d5b75b7202355b5017526f70ff20938628753f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/gen-unicode-data.py"}, "region": {"startLine": 15}}}]}, {"ruleId": "SEC078", "level": "error", "message": {"text": "[SEC078] Python: requests without timeout: requests.get/post without a timeout will hang indefinitely on a non-responsive server, causing thread exhaustion and ReDoS. Ported from bandit B113 (Apache-2.0). NOTE: this regex is heuristic; a real AST check is preferred for accuracy."}, "properties": {"repobilityId": 61576, "scanner": "repobility-threat-engine", "fingerprint": "63989102569d07a1cc6b037b314d9a900cda823eead1e915955baac65e959650", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "requests.get(", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC078", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|63989102569d07a1cc6b037b314d9a900cda823eead1e915955baac65e959650"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/compare-logprobs.py"}, "region": {"startLine": 29}}}]}, {"ruleId": "SEC078", "level": "error", "message": {"text": "[SEC078] Python: requests without timeout: requests.get/post without a timeout will hang indefinitely on a non-responsive server, causing thread exhaustion and ReDoS. Ported from bandit B113 (Apache-2.0). NOTE: this regex is heuristic; a real AST check is preferred for accuracy."}, "properties": {"repobilityId": 61575, "scanner": "repobility-threat-engine", "fingerprint": "3fc8e7e4c729235700ef3105a67d38f673d4851ca3edc676db68047fbb5fe4c5", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "requests.post(", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC078", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|3fc8e7e4c729235700ef3105a67d38f673d4851ca3edc676db68047fbb5fe4c5"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/json_schema_pydantic_example.py"}, "region": {"startLine": 32}}}]}, {"ruleId": "MINED004", "level": "error", "message": {"text": "[MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums)."}, "properties": {"repobilityId": 61574, "scanner": "repobility-threat-engine", "fingerprint": "85f2bf7ee2ff075df1304c337d6e0877907e04a74e552ad2c88d2ed255e4ba1f", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "weak-crypto", "owasp": "A02:2021", "cwe_ids": ["CWE-327"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347906+00:00", "triaged_in_corpus": 15, "observations_count": 303181, "ai_coder_pattern_id": 13}, "scanner": "repobility-threat-engine", "correlation_key": "fp|85f2bf7ee2ff075df1304c337d6e0877907e04a74e552ad2c88d2ed255e4ba1f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/scripts/gguf_hash.py"}, "region": {"startLine": 31}}}]}, {"ruleId": "MINED004", "level": "error", "message": {"text": "[MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums)."}, "properties": {"repobilityId": 61573, "scanner": "repobility-threat-engine", "fingerprint": "0b82639228660adbf413c4874949fa3edbf5eb2e34d1e6b9fa083eb78793c78a", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "weak-crypto", "owasp": "A02:2021", "cwe_ids": ["CWE-327"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347906+00:00", "triaged_in_corpus": 15, "observations_count": 303181, "ai_coder_pattern_id": 13}, "scanner": "repobility-threat-engine", "correlation_key": "fp|0b82639228660adbf413c4874949fa3edbf5eb2e34d1e6b9fa083eb78793c78a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/gguf-hash/deps/sha1/sha1.h"}, "region": {"startLine": 43}}}]}, {"ruleId": "MINED004", "level": "error", "message": {"text": "[MINED004] Weak Crypto: MD5/SHA1/DES/RC4 used for security context (not just checksums)."}, "properties": {"repobilityId": 61572, "scanner": "repobility-threat-engine", "fingerprint": "3dd84321f5c694511b357739b89280826d8f7a71c6e2f61f53657f39e82ea2c0", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "weak-crypto", "owasp": "A02:2021", "cwe_ids": ["CWE-327"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347906+00:00", "triaged_in_corpus": 15, "observations_count": 303181, "ai_coder_pattern_id": 13}, "scanner": "repobility-threat-engine", "correlation_key": "fp|3dd84321f5c694511b357739b89280826d8f7a71c6e2f61f53657f39e82ea2c0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/gguf-hash/deps/sha1/sha1.c"}, "region": {"startLine": 282}}}]}, {"ruleId": "MINED001", "level": "error", "message": {"text": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "properties": {"repobilityId": 61562, "scanner": "repobility-threat-engine", "fingerprint": "c90014e7a43ce1def0e392f77572e56c980b73687fcd1185fbd23a889e48ea1a", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "bare-except-pass", "owasp": null, "cwe_ids": ["CWE-755"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347744+00:00", "triaged_in_corpus": 15, "observations_count": 1550824, "ai_coder_pattern_id": 6}, "scanner": "repobility-threat-engine", "correlation_key": "fp|c90014e7a43ce1def0e392f77572e56c980b73687fcd1185fbd23a889e48ea1a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/kimi_linear.py"}, "region": {"startLine": 26}}}]}, {"ruleId": "MINED020", "level": "error", "message": {"text": "[MINED020] Logging Credential Via Fstring: logger.error(f\"failed for {api_key}\") \u2014 secrets end up in log aggregators / sentry."}, "properties": {"repobilityId": 61561, "scanner": "repobility-threat-engine", "fingerprint": "786334046a83163726ba85de31e8123aa98c0929e965d5c87f94114feedac004", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "logging-credential-via-fstring", "owasp": "A09:2021", "cwe_ids": ["CWE-532"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347945+00:00", "triaged_in_corpus": 15, "observations_count": 46100, "ai_coder_pattern_id": 38}, "scanner": "repobility-threat-engine", "correlation_key": "fp|786334046a83163726ba85de31e8123aa98c0929e965d5c87f94114feedac004"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/internlm.py"}, "region": {"startLine": 35}}}]}, {"ruleId": "MINED020", "level": "error", "message": {"text": "[MINED020] Logging Credential Via Fstring: logger.error(f\"failed for {api_key}\") \u2014 secrets end up in log aggregators / sentry."}, "properties": {"repobilityId": 61560, "scanner": "repobility-threat-engine", "fingerprint": "dcf5d40de4b528b5ac7fb9dae30f3883177e47d059b93e3e22887dcbe72d3564", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "logging-credential-via-fstring", "owasp": "A09:2021", "cwe_ids": ["CWE-532"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347945+00:00", "triaged_in_corpus": 15, "observations_count": 46100, "ai_coder_pattern_id": 38}, "scanner": "repobility-threat-engine", "correlation_key": "fp|dcf5d40de4b528b5ac7fb9dae30f3883177e47d059b93e3e22887dcbe72d3564"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/arctic.py"}, "region": {"startLine": 31}}}]}, {"ruleId": "SEC020", "level": "error", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 61556, "scanner": "repobility-threat-engine", "fingerprint": "2e592e96ba51062eba62553ee59350dcbae05776349e56ead88e37524b2fe861", "category": "credential_exposure", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Credential-bearing variable appears to be printed or logged", "evidence": {"match": "print(f\"Tokens: {tokens}\")", "reason": "Credential-bearing variable appears to be printed or logged", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.85, "correlation_key": "secret|token|5|print f tokens: tokens"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/model-conversion/scripts/utils/semantic_check.py"}, "region": {"startLine": 53}}}]}, {"ruleId": "COMP001", "level": "error", "message": {"text": "[COMP001] High cognitive complexity: Function `set_vocab` has cognitive complexity 31 (SonarSource scale). Cognitive complexity measures how hard the function is for a human to understand \u2014 nested branches, boolean chains, and recursion all weigh in. Breakdown: continue=1, elif=3, else=1, for=2, if=7, nested_bonus=17."}, "properties": {"repobilityId": 61553, "scanner": "repobility-threat-engine", "fingerprint": "0dcd20164ce3ae89b351ab86ce9477fec68c720860dd93e2c98aba7ad9ac2c2a", "category": "quality", "severity": "high", "confidence": 0.95, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "AST-derived cognitive complexity score = 31 (severity threshold for high: 25+).", "evidence": {"scanner": "repobility-threat-engine", "function": "set_vocab", "breakdown": {"if": 7, "for": 2, "elif": 3, "else": 1, "continue": 1, "nested_bonus": 17}, "complexity": 31, "correlation_key": "fp|0dcd20164ce3ae89b351ab86ce9477fec68c720860dd93e2c98aba7ad9ac2c2a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "conversion/arctic.py"}, "region": {"startLine": 22}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 61550, "scanner": "repobility-threat-engine", "fingerprint": "1853c43a906226bc89f34087d92c234569c3c1dacd62303e9b88abda18aaf990", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "URL(f", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|1853c43a906226bc89f34087d92c234569c3c1dacd62303e9b88abda18aaf990"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/llama.swiftui/llama.swiftui/UI/DownloadButton.swift"}, "region": {"startLine": 15}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 61549, "scanner": "repobility-threat-engine", "fingerprint": "5e1970814909b615bca4c0867218868f574b3fb4e4c0dc48eb9e2b2b0d52a2d1", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "url(f", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|5e1970814909b615bca4c0867218868f574b3fb4e4c0dc48eb9e2b2b0d52a2d1"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/llama.swiftui/llama.swiftui/Models/LlamaState.swift"}, "region": {"startLine": 21}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 61548, "scanner": "repobility-threat-engine", "fingerprint": "7bd278a3f7bdd913a315ffd229069e1fc62d81a907a014f4b27111fdd1391e2d", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "url(c", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|7bd278a3f7bdd913a315ffd229069e1fc62d81a907a014f4b27111fdd1391e2d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "common/http.h"}, "region": {"startLine": 14}}}]}, {"ruleId": "MINED017", "level": "error", "message": {"text": "[MINED017] C System Call: system() invokes shell. command injection if any arg is dynamic."}, "properties": {"repobilityId": 61547, "scanner": "repobility-threat-engine", "fingerprint": "b998aa915e9d4d535b00eaa5218c5f4b8988c1023adbcbdc70229a13a653e2d8", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "c-system-call", "owasp": null, "cwe_ids": ["CWE-78"], "languages": ["c", "cpp"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347937+00:00", "triaged_in_corpus": 15, "observations_count": 77748, "ai_coder_pattern_id": 132}, "scanner": "repobility-threat-engine", "correlation_key": "fp|b998aa915e9d4d535b00eaa5218c5f4b8988c1023adbcbdc70229a13a653e2d8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app/llama.cpp"}, "region": {"startLine": 29}}}]}, {"ruleId": "MINED012", "level": "error", "message": {"text": "[MINED012] Curl Pipe Bash: curl ... | sh / bash \u2014 runs unverified network code."}, "properties": {"repobilityId": 61546, "scanner": "repobility-threat-engine", "fingerprint": "c645dd3bc73598c2d66d5571ae50ca7664c833230d886fee915d81ed9d3cd8d8", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "curl-pipe-bash", "owasp": "A08:2021", "cwe_ids": ["CWE-494"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347926+00:00", "triaged_in_corpus": 15, "observations_count": 135001, "ai_coder_pattern_id": 25}, "scanner": "repobility-threat-engine", "correlation_key": "fp|c645dd3bc73598c2d66d5571ae50ca7664c833230d886fee915d81ed9d3cd8d8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app/llama.cpp"}, "region": {"startLine": 31}}}]}, {"ruleId": "MINED125", "level": "error", "message": {"text": "[MINED125] GHA script injection via github.event.head_commit.message in run-step: Multi-line `run: |` block interpolates ${{ github.event.head_commit.message }} into shell. PR title/body/branch/comment fields are attacker-controllable."}, "properties": {"repobilityId": 61793, "scanner": "repobility-supply-chain", "fingerprint": "3f2eb25f9b07bd3d6c75503683c4a5a7719d9394137cee84a27c5eb604e7333e", "category": "dependency", "severity": "critical", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-script-injection", "owasp": "A03:2021", "cwe_ids": ["CWE-78", "CWE-94"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|3f2eb25f9b07bd3d6c75503683c4a5a7719d9394137cee84a27c5eb604e7333e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/release.yml"}, "region": {"startLine": 53}}}]}, {"ruleId": "MINED116", "level": "error", "message": {"text": "[MINED116] Workflow uses `secrets.QDC_API_KEY` on a `pull_request` trigger: This workflow triggers on `pull_request`, which checks out the FORK's code. Referencing `${ secrets.QDC_API_KEY }` lets a PR from any fork exfiltrate the secret (modify a script, log the value, etc.). Use `pull_request_target` ONLY with strict checkout discipline (no fork code in the trusted context)."}, "properties": {"repobilityId": 61790, "scanner": "repobility-supply-chain", "fingerprint": "ae70a16e414dfe91e1ba3d041846b0316ddf5479077abd2d4388dbb2a7f58583", "category": "dependency", "severity": "critical", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-pull-request-secrets", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|ae70a16e414dfe91e1ba3d041846b0316ddf5479077abd2d4388dbb2a7f58583"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-and-test-snapdragon.yml"}, "region": {"startLine": 144}}}]}, {"ruleId": "MINED116", "level": "error", "message": {"text": "[MINED116] Workflow uses `secrets.QDC_API_KEY` on a `pull_request` trigger: This workflow triggers on `pull_request`, which checks out the FORK's code. Referencing `${ secrets.QDC_API_KEY }` lets a PR from any fork exfiltrate the secret (modify a script, log the value, etc.). Use `pull_request_target` ONLY with strict checkout discipline (no fork code in the trusted context)."}, "properties": {"repobilityId": 61789, "scanner": "repobility-supply-chain", "fingerprint": "bd382fab0adf2fe1ada4ca8753cf4dd0413874602b7e6dd437181384a43817a1", "category": "dependency", "severity": "critical", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "gha-pull-request-secrets", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|bd382fab0adf2fe1ada4ca8753cf4dd0413874602b7e6dd437181384a43817a1"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/build-and-test-snapdragon.yml"}, "region": {"startLine": 131}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `os` used but not imported: The file uses `os.something(...)` but never imports `os`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61738, "scanner": "repobility-ast-engine", "fingerprint": "1cfa9f0dda97e22a84a3831a63a47aba6028a3cec3398ed659b2de6821eae6f9", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|1cfa9f0dda97e22a84a3831a63a47aba6028a3cec3398ed659b2de6821eae6f9"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/tests/unit/test_vision_api.py"}, "region": {"startLine": 40}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `time` used but not imported: The file uses `time.something(...)` but never imports `time`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61737, "scanner": "repobility-ast-engine", "fingerprint": "631d1749cf0cd6cc528b7f1e3fb5560a97ec6e77817734c1d3eca18bd5475caa", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|631d1749cf0cd6cc528b7f1e3fb5560a97ec6e77817734c1d3eca18bd5475caa"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/tests/unit/test_router.py"}, "region": {"startLine": 81}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `os` used but not imported: The file uses `os.something(...)` but never imports `os`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61736, "scanner": "repobility-ast-engine", "fingerprint": "635a133c716b931a8ea8cbc7d3a576203a93ba36bb086af839f034d87651583d", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|635a133c716b931a8ea8cbc7d3a576203a93ba36bb086af839f034d87651583d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/tests/unit/test_router.py"}, "region": {"startLine": 220}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `re` used but not imported: The file uses `re.something(...)` but never imports `re`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61735, "scanner": "repobility-ast-engine", "fingerprint": "5c870800cb509ebda6929a015fce089302ce57f332f670e936975f2b8f378826", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|5c870800cb509ebda6929a015fce089302ce57f332f670e936975f2b8f378826"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/tests/unit/test_tool_call.py"}, "region": {"startLine": 424}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `os` used but not imported: The file uses `os.something(...)` but never imports `os`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61734, "scanner": "repobility-ast-engine", "fingerprint": "1ecf2826ce951729450e5ab5bc6e31758758878fa85acf2f0b49246cb8306f8f", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|1ecf2826ce951729450e5ab5bc6e31758758878fa85acf2f0b49246cb8306f8f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/tests/unit/test_tool_call.py"}, "region": {"startLine": 260}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `json` used but not imported: The file uses `json.something(...)` but never imports `json`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61733, "scanner": "repobility-ast-engine", "fingerprint": "90781511e8cfbcfb9a16dd2ecd19eaf6f1eb4c152a01e6e837d8150d79c38da4", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|90781511e8cfbcfb9a16dd2ecd19eaf6f1eb4c152a01e6e837d8150d79c38da4"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/server/tests/unit/test_tool_call.py"}, "region": {"startLine": 420}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `array` used but not imported: The file uses `array.something(...)` but never imports `array`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61710, "scanner": "repobility-ast-engine", "fingerprint": "e6e35f80b08d005db8b80a81073ddfe26d7a791cb867e37ccd4b608185ac0ee5", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|e6e35f80b08d005db8b80a81073ddfe26d7a791cb867e37ccd4b608185ac0ee5"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/quants.py"}, "region": {"startLine": 169}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `string` used but not imported: The file uses `string.something(...)` but never imports `string`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61709, "scanner": "repobility-ast-engine", "fingerprint": "be61be5a444c370558b0e5e020ee39ba88534d7fbafe02df2b645530890819b6", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|be61be5a444c370558b0e5e020ee39ba88534d7fbafe02df2b645530890819b6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gguf-py/gguf/metadata.py"}, "region": {"startLine": 237}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `platform` used but not imported: The file uses `platform.something(...)` but never imports `platform`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61708, "scanner": "repobility-ast-engine", "fingerprint": "b51a9f31bd0ed441248d5af25c41f189db78da6eefa1d7537bda0c0193869c25", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|b51a9f31bd0ed441248d5af25c41f189db78da6eefa1d7537bda0c0193869c25"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/snapdragon/qdc/run_qdc_jobs.py"}, "region": {"startLine": 636}}}]}, {"ruleId": "MINED107", "level": "error", "message": {"text": "[MINED107] Missing import: `string` used but not imported: The file uses `string.something(...)` but never imports `string`. This raises NameError at runtime the first time the line executes."}, "properties": {"repobilityId": 61697, "scanner": "repobility-ast-engine", "fingerprint": "2e1dc1262f8732171836c999f576e183cf58bbced9149eb51136d34515358f23", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "missing-import-python", "owasp": "A06:2021", "cwe_ids": ["CWE-1075"], "languages": ["python"], "observations_count": 2192}, "scanner": "repobility-ast-engine", "correlation_key": "fp|2e1dc1262f8732171836c999f576e183cf58bbced9149eb51136d34515358f23"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/pydantic_models_to_grammar.py"}, "region": {"startLine": 1021}}}]}, {"ruleId": "MINED022", "level": "error", "message": {"text": "[MINED022] C Strcpy: strcpy/strcat dont bounds-check; use strncpy or snprintf."}, "properties": {"repobilityId": 61597, "scanner": "repobility-threat-engine", "fingerprint": "307bfab4e027f3ff1ecdedad2e21aef81b9ac03111b2930c9bd7f8838bd6a097", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "c-strcpy", "owasp": null, "cwe_ids": ["CWE-120"], "languages": ["c", "cpp"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347949+00:00", "triaged_in_corpus": 20, "observations_count": 39114, "ai_coder_pattern_id": 130}, "scanner": "repobility-threat-engine", "correlation_key": "fp|307bfab4e027f3ff1ecdedad2e21aef81b9ac03111b2930c9bd7f8838bd6a097"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-hexagon/htp/worker-pool.c"}, "region": {"startLine": 93}}}]}, {"ruleId": "MINED022", "level": "error", "message": {"text": "[MINED022] C Strcpy: strcpy/strcat dont bounds-check; use strncpy or snprintf."}, "properties": {"repobilityId": 61596, "scanner": "repobility-threat-engine", "fingerprint": "a8a73c5c0ea8def6428418fa3b7beb829b3f6855e8a10f341ae9c5a7d6a7b25e", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "c-strcpy", "owasp": null, "cwe_ids": ["CWE-120"], "languages": ["c", "cpp"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347949+00:00", "triaged_in_corpus": 20, "observations_count": 39114, "ai_coder_pattern_id": 130}, "scanner": "repobility-threat-engine", "correlation_key": "fp|a8a73c5c0ea8def6428418fa3b7beb829b3f6855e8a10f341ae9c5a7d6a7b25e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-hexagon/htp-opnode.h"}, "region": {"startLine": 137}}}]}, {"ruleId": "SEC084", "level": "error", "message": {"text": "[SEC084] JS: require() with non-literal: require(<variable>) loads arbitrary modules \u2014 equivalent to eval at module scope. Ported from eslint-plugin-security detect-non-literal-require (Apache-2.0)."}, "properties": {"repobilityId": 61595, "scanner": "repobility-threat-engine", "fingerprint": "9fecc78cd75f529fc51a35110f1caa423231ccd52e5830485788b17bb45cce3c", "category": "quality", "severity": "critical", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "require(cuda", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC084", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|9fecc78cd75f529fc51a35110f1caa423231ccd52e5830485788b17bb45cce3c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ggml/src/ggml-cuda/top-k.cu"}, "region": {"startLine": 21}}}]}]}]}