{"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": "WEB003", "name": "Public web service has no security.txt", "shortDescription": {"text": "Public web service has no security.txt"}, "fullDescription": {"text": "security.txt gives researchers and customers a safe disclosure channel. Public web apps and APIs should publish it under /.well-known/security.txt."}, "properties": {"scanner": "repobility-web-presence", "category": "quality", "severity": "medium", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "AUC001", "name": "[AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobilit", "shortDescription": {"text": "[AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation."}, "fullDescription": {"text": "The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation."}, "properties": {"scanner": "repobility-access-control", "category": "auth", "severity": "medium", "confidence": 0.92, "cwe": "CWE-285", "owasp": "WSTG-AUTHZ"}}, {"id": "GHSA-fm67-cv37-96ff", "name": "ujson: GHSA-fm67-cv37-96ff", "shortDescription": {"text": "ujson: GHSA-fm67-cv37-96ff"}, "fullDescription": {"text": "Potential double free of buffer during string decoding"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-fh56-85cw-5pq6", "name": "ujson: GHSA-fh56-85cw-5pq6", "shortDescription": {"text": "ujson: GHSA-fh56-85cw-5pq6"}, "fullDescription": {"text": "UltraJSON vulnerable to Out-of-bounds Write"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-69w3-r845-3855", "name": "transformers: GHSA-69w3-r845-3855", "shortDescription": {"text": "transformers: GHSA-69w3-r845-3855"}, "fullDescription": {"text": "HuggingFace Transformers allows for arbitrary code execution in the `Trainer` class"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-7p48-42j8-8846", "name": "streamlit: GHSA-7p48-42j8-8846", "shortDescription": {"text": "streamlit: GHSA-7p48-42j8-8846"}, "fullDescription": {"text": "Unauthenticated SSRF Vulnerability in Streamlit on Windows (NTLM Credential Exposure)"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-rf74-v2fm-23pw", "name": "nltk: GHSA-rf74-v2fm-23pw", "shortDescription": {"text": "nltk: GHSA-rf74-v2fm-23pw"}, "fullDescription": {"text": "Natural Language Toolkit (NLTK) has unbounded recursion in JSONTaggedDecoder.decode_obj() may cause DoS"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-gfwx-w7gr-fvh7", "name": "nltk: GHSA-gfwx-w7gr-fvh7", "shortDescription": {"text": "nltk: GHSA-gfwx-w7gr-fvh7"}, "fullDescription": {"text": "Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') in nltk"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-428g-f7cq-pgp5", "name": "marshmallow: GHSA-428g-f7cq-pgp5", "shortDescription": {"text": "marshmallow: GHSA-428g-f7cq-pgp5"}, "fullDescription": {"text": "Marshmallow has DoS in Schema.load(many)"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-q2x7-8rv6-6q7h", "name": "jinja2: GHSA-q2x7-8rv6-6q7h", "shortDescription": {"text": "jinja2: GHSA-q2x7-8rv6-6q7h"}, "fullDescription": {"text": "Jinja has a sandbox breakout through indirect reference to format method"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-h75v-3vvj-5mfj", "name": "jinja2: GHSA-h75v-3vvj-5mfj", "shortDescription": {"text": "jinja2: GHSA-h75v-3vvj-5mfj"}, "fullDescription": {"text": "Jinja vulnerable to HTML attribute injection when passing user input as keys to xmlattr filter"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-h5c8-rqwp-cp95", "name": "jinja2: GHSA-h5c8-rqwp-cp95", "shortDescription": {"text": "jinja2: GHSA-h5c8-rqwp-cp95"}, "fullDescription": {"text": "Jinja vulnerable to HTML attribute injection when passing user input as keys to xmlattr filter"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-gmj6-6f8f-6699", "name": "jinja2: GHSA-gmj6-6f8f-6699", "shortDescription": {"text": "jinja2: GHSA-gmj6-6f8f-6699"}, "fullDescription": {"text": "Jinja has a sandbox breakout through malicious filenames"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-cpwx-vrp4-4pq7", "name": "jinja2: GHSA-cpwx-vrp4-4pq7", "shortDescription": {"text": "jinja2: GHSA-cpwx-vrp4-4pq7"}, "fullDescription": {"text": "Jinja2 vulnerable to sandbox breakout through attr filter selecting format method"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-8vgw-p6qm-5gr7", "name": "flask-cors: GHSA-8vgw-p6qm-5gr7", "shortDescription": {"text": "flask-cors: GHSA-8vgw-p6qm-5gr7"}, "fullDescription": {"text": "Flask-CORS allows for inconsistent CORS matching"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-7rxf-gvfg-47g4", "name": "flask-cors: GHSA-7rxf-gvfg-47g4", "shortDescription": {"text": "flask-cors: GHSA-7rxf-gvfg-47g4"}, "fullDescription": {"text": "Flask-CORS improper regex path matching vulnerability"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-43qf-4rqw-9q2g", "name": "flask-cors: GHSA-43qf-4rqw-9q2g", "shortDescription": {"text": "flask-cors: GHSA-43qf-4rqw-9q2g"}, "fullDescription": {"text": "Flask-CORS vulnerable to Improper Handling of Case Sensitivity"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "medium", "confidence": 0.88, "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": "SEC045", "name": "[SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data \u2014 even admin-stored data \u2014 is a latera", "shortDescription": {"text": "[SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data \u2014 even admin-stored data \u2014 is a lateral-movement vector after any one credential compromise. Sandboxes (__builtins__ cleared) are escapable: attackers use obj"}, "fullDescription": {"text": "For literal data structures: use ast.literal_eval(text) \u2014 only parses literals, raises on code.\nFor formula evaluation: use asteval or simpleeval (purpose-built sandboxes with allow-lists).\nFor Odoo: use odoo.tools.safe_eval(expr, locals_dict, mode='exec').\nIf you genuinely need to execute admin-stored code: require explicit super-admin permission AND log every execution with a stack trace."}, "properties": {"scanner": "repobility-threat-engine", "category": "injection", "severity": "medium", "confidence": 1.0, "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": "COMP001", "name": "[COMP001] High cognitive complexity: Function `generate_loss_mask` has cognitive complexity 18 (SonarSource scale). Cogn", "shortDescription": {"text": "[COMP001] High cognitive complexity: Function `generate_loss_mask` has cognitive complexity 18 (SonarSource scale). Cognitive complexity measures how hard the function is for a human to understand \u2014 nested branches, boolean chains, and recu"}, "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 18."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "medium", "confidence": 0.95, "cwe": "", "owasp": ""}}, {"id": "DEPCUR-PY", "name": "Python package `trl` is 1 major version(s) behind (0.13.0 -> 1.5.1)", "shortDescription": {"text": "Python package `trl` is 1 major version(s) behind (0.13.0 -> 1.5.1)"}, "fullDescription": {"text": "`trl==0.13.0` is 1 major version(s) behind the latest stable release on PyPI (1.5.1). Pinned-but-stale Python dependencies drift away from upstream security and bugfix releases. This is the version-currency signal Dependabot raises."}, "properties": {"scanner": "repobility-dependency-currency", "category": "dependency", "severity": "medium", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED111", "name": "Bare except continues silently", "shortDescription": {"text": "Bare except continues silently"}, "fullDescription": {"text": "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": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "CORE_NO_CI", "name": "No CI/CD configuration found", "shortDescription": {"text": "No CI/CD configuration found"}, "fullDescription": {"text": "Add a CI/CD pipeline: create .github/workflows/ci.yml for GitHub Actions with steps to lint, test, and build on every push and pull request."}, "properties": {"scanner": "repobility-core", "category": "practices", "severity": "medium", "confidence": null, "cwe": "", "owasp": ""}}, {"id": "AUC005", "name": "[AUC005] No authorization-focused tests detected: No test files with common authorization, ownership, 403, admin, or sup", "shortDescription": {"text": "[AUC005] No authorization-focused tests detected: No test files with common authorization, ownership, 403, admin, or super_admin assertions were found."}, "fullDescription": {"text": "No test files with common authorization, ownership, 403, admin, or super_admin assertions were found."}, "properties": {"scanner": "repobility-access-control", "category": "auth", "severity": "low", "confidence": 0.76, "cwe": "CWE-285", "owasp": "WSTG-AUTHZ"}}, {"id": "GHSA-68rp-wp8r-4726", "name": "flask: GHSA-68rp-wp8r-4726", "shortDescription": {"text": "flask: GHSA-68rp-wp8r-4726"}, "fullDescription": {"text": "Flask session does not add `Vary: Cookie` header when accessed in some ways"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "low", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "AIC003", "name": "Duplicated implementation block across source files", "shortDescription": {"text": "Duplicated implementation block across source files"}, "fullDescription": {"text": "Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.86, "cwe": "", "owasp": ""}}, {"id": "SEC128", "name": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake) (and 4 more): Same pattern found in 4 addit", "shortDescription": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake) (and 4 more): Same pattern found in 4 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": "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": "MINED049", "name": "[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout.", "shortDescription": {"text": "[MINED049] Print Pii: Logging password/token/email/ssn directly to stdout."}, "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": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC020", "name": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequen", "shortDescription": {"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."}, "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": 0.15, "cwe": "", "owasp": ""}}, {"id": "MINED050", "name": "[MINED050] Stub Only Function (and 1 more): Same pattern found in 1 additional files. Review if needed.", "shortDescription": {"text": "[MINED050] Stub Only Function (and 1 more): Same pattern found in 1 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": "GHSA-wpqr-jcpx-745r", "name": "ujson: GHSA-wpqr-jcpx-745r", "shortDescription": {"text": "ujson: GHSA-wpqr-jcpx-745r"}, "fullDescription": {"text": "Incorrect handling of invalid surrogate pair characters"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-c8rr-9gxc-jprv", "name": "ujson: GHSA-c8rr-9gxc-jprv", "shortDescription": {"text": "ujson: GHSA-c8rr-9gxc-jprv"}, "fullDescription": {"text": "UltraJSON has an integer overflow handling large indent leads to buffer overflow or infinite loop"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-c38f-wx89-p2xg", "name": "ujson: GHSA-c38f-wx89-p2xg", "shortDescription": {"text": "ujson: GHSA-c38f-wx89-p2xg"}, "fullDescription": {"text": "UltraJSON has a Memory Leak in ujson.dump() on Write Failure"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "OSV-2021-955", "name": "ujson: OSV-2021-955", "shortDescription": {"text": "ujson: OSV-2021-955"}, "fullDescription": {"text": "Stack-buffer-overflow in Buffer_AppendIndentUnchecked"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "OSV-2021-1809", "name": "ujson: OSV-2021-1809", "shortDescription": {"text": "ujson: OSV-2021-1809"}, "fullDescription": {"text": "Heap-buffer-overflow in ujson.cpython-38-x86_64-linux-gnu.so"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2025-217", "name": "transformers: PYSEC-2025-217", "shortDescription": {"text": "transformers: PYSEC-2025-217"}, "fullDescription": {"text": "Hugging Face Transformers X-CLIP Checkpoint Conversion Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.\n\nThe specific flaw exists within the parsing of checkpoints. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current process. Was ZDI-CAN-28308."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-jm6w-m3j8-898g", "name": "nltk: GHSA-jm6w-m3j8-898g", "shortDescription": {"text": "nltk: GHSA-jm6w-m3j8-898g"}, "fullDescription": {"text": "Unauthenticated remote shutdown in nltk.app.wordnet_app"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "GHSA-469j-vmhf-r6v7", "name": "nltk: GHSA-469j-vmhf-r6v7", "shortDescription": {"text": "nltk: GHSA-469j-vmhf-r6v7"}, "fullDescription": {"text": "NLTK has a Downloader Path Traversal Vulnerability (AFO) - Arbitrary File Overwrite"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2026-99", "name": "nltk: PYSEC-2026-99", "shortDescription": {"text": "nltk: PYSEC-2026-99"}, "fullDescription": {"text": "NLTK versions <=3.9.2 are vulnerable to arbitrary code execution due to improper input validation in the StanfordSegmenter module. The module dynamically loads external Java .jar files without verification or sandboxing. An attacker can supply or replace the JAR file, enabling the execution of arbitrary Java bytecode at import time. This vulnerability can be exploited through methods such as model poisoning, MITM attacks, or dependency poisoning, leading to remote code execution. The issue arises from the direct execution of the JAR file via subprocess with unvalidated classpath input, allowing malicious classes to execute when loaded by the JVM."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2026-98", "name": "nltk: PYSEC-2026-98", "shortDescription": {"text": "nltk: PYSEC-2026-98"}, "fullDescription": {"text": "A vulnerability in NLTK versions up to and including 3.9.2 allows arbitrary file read via path traversal in multiple CorpusReader classes, including WordListCorpusReader, TaggedCorpusReader, and BracketParseCorpusReader. These classes fail to properly sanitize or validate file paths, enabling attackers to traverse directories and access sensitive files on the server. This issue is particularly critical in scenarios where user-controlled file inputs are processed, such as in machine learning APIs, chatbots, or NLP pipelines. Exploitation of this vulnerability can lead to unauthorized access to sensitive files, including system files, SSH private keys, and API tokens, and may potentially escalate to remote code execution when combined with other vulnerabilities."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2026-97", "name": "nltk: PYSEC-2026-97", "shortDescription": {"text": "nltk: PYSEC-2026-97"}, "fullDescription": {"text": "A vulnerability in the `filestring()` function of the `nltk.util` module in nltk version 3.9.2 allows arbitrary file read due to improper validation of input paths. The function directly opens files specified by user input without sanitization, enabling attackers to access sensitive system files by providing absolute paths or traversal paths. This vulnerability can be exploited locally or remotely, particularly in scenarios where the function is used in web APIs or other interfaces that accept user-supplied input."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2024-167", "name": "nltk: PYSEC-2024-167", "shortDescription": {"text": "nltk: PYSEC-2024-167"}, "fullDescription": {"text": "NLTK through 3.8.1 allows remote code execution if untrusted packages have pickled Python code, and the integrated data package download functionality is used. This affects, for example, averaged_perceptron_tagger and punkt."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2024-271", "name": "flask-cors: PYSEC-2024-271", "shortDescription": {"text": "flask-cors: PYSEC-2024-271"}, "fullDescription": {"text": "corydolphin/flask-cors is vulnerable to log injection when the log level is set to debug. An attacker can inject fake log entries into the log file by sending a specially crafted GET request containing a CRLF sequence in the request path. This vulnerability allows attackers to corrupt log files, potentially covering tracks of other attacks, confusing log post-processing tools, and forging log entries. The issue is due to improper output neutralization for logs."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "PYSEC-2024-260", "name": "flask-cors: PYSEC-2024-260", "shortDescription": {"text": "flask-cors: PYSEC-2024-260"}, "fullDescription": {"text": "A vulnerability in corydolphin/flask-cors version 4.0.1 allows the `Access-Control-Allow-Private-Network` CORS header to be set to true by default. This behavior can expose private network resources to unauthorized external access, leading to significant security risks such as data breaches, unauthorized access to sensitive information, and potential network intrusions."}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "high", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "SEC029", "name": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled ", "shortDescription": {"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 e"}, "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": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC135", "name": "[SEC135] Auth/permission check missing on AI-generated endpoint: Mutating HTTP endpoint generated by an AI agent without", "shortDescription": {"text": "[SEC135] Auth/permission check missing on AI-generated endpoint: Mutating HTTP endpoint generated by an AI agent without an auth decorator or middleware. The number-one production-incident pattern we see in AI-generated SaaS code: the AI bu"}, "fullDescription": {"text": "Add the project's auth decorator/middleware: `@login_required` (Django/Flask), `@permission_classes([IsAuthenticated])` (DRF), `Depends(get_current_user)` (FastAPI), `requireAuth` middleware (Express). For genuinely public endpoints, add a `# public-endpoint` marker comment so future scans skip them."}, "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": "MINED112", "name": "FastAPI POST /v1/chat/completions has no auth", "shortDescription": {"text": "FastAPI POST /v1/chat/completions has no auth"}, "fullDescription": {"text": "Handler `chat_completions` is registered with router/app.post(...) but no Depends/Security parameter is declared and no auth marker appears in the function body."}, "properties": {"scanner": "repobility-route-auth", "category": "quality", "severity": "high", "confidence": 0.8, "cwe": "", "owasp": ""}}, {"id": "MINED108", "name": "`self.forward` used but never assigned in __init__", "shortDescription": {"text": "`self.forward` used but never assigned in __init__"}, "fullDescription": {"text": "Method `generate` of class `MiniMindForCausalLM` reads `self.forward`, 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": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "CORE_NO_TESTS", "name": "No test files found", "shortDescription": {"text": "No test files found"}, "fullDescription": {"text": "Add a test directory (tests/ or __tests__/) with unit tests for core functionality. Use pytest (Python), Jest (JS/TS), or go test (Go). Start with tests for critical business logic and security-sensitive functions."}, "properties": {"scanner": "repobility-core", "category": "testing", "severity": "high", "confidence": null, "cwe": "", "owasp": ""}}, {"id": "GHSA-7p94-766c-hgjp", "name": "nltk: GHSA-7p94-766c-hgjp", "shortDescription": {"text": "nltk: GHSA-7p94-766c-hgjp"}, "fullDescription": {"text": "NLTK has a Zip Slip Vulnerability"}, "properties": {"scanner": "osv-scanner", "category": "dependency", "severity": "critical", "confidence": 0.88, "cwe": "", "owasp": ""}}, {"id": "MINED019", "name": "[MINED019] Ssti Jinja From String: jinja2.Environment().from_string(user_input) \u2014 full RCE via templates.", "shortDescription": {"text": "[MINED019] Ssti Jinja From String: jinja2.Environment().from_string(user_input) \u2014 full RCE via templates."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-94 / A03:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "critical", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED107", "name": "Missing import: `queue` used but not imported", "shortDescription": {"text": "Missing import: `queue` used but not imported"}, "fullDescription": {"text": "The file uses `queue.something(...)` but never imports `queue`. This raises NameError at runtime the first time the line executes."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "critical", "confidence": 1.0, "cwe": "", "owasp": ""}}]}}, "automationDetails": {"id": "repobility/949"}, "properties": {"repository": "jingyaogong/minimind", "repoUrl": "https://github.com/jingyaogong/minimind", "branch": "master"}, "results": [{"ruleId": "WEB003", "level": "warning", "message": {"text": "Public web service has no security.txt"}, "properties": {"repobilityId": 89155, "scanner": "repobility-web-presence", "fingerprint": "5cd26606c5a53c9f403ff7a92a6917c19cf440a23ce03e2b90e8c493312ef8cd", "category": "quality", "severity": "medium", "confidence": 0.78, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "Repository looks like a public web app/API but no security.txt file or route was discovered.", "evidence": {"rule_id": "WEB003", "scanner": "repobility-web-presence", "references": ["https://www.rfc-editor.org/rfc/rfc9116", "https://github.com/Lissy93/web-check"], "correlation_key": "fp|5cd26606c5a53c9f403ff7a92a6917c19cf440a23ce03e2b90e8c493312ef8cd"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".well-known/security.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "AUC001", "level": "warning", "message": {"text": "[AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation."}, "properties": {"repobilityId": 89153, "scanner": "repobility-access-control", "fingerprint": "f1305052c3ba1e6c1cdb5dccc19e58a8168cf78b176658f32b1fc823df3e9d10", "category": "auth", "severity": "medium", "confidence": 0.92, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "Static route and framework evidence require project-owner confirmation.", "evidence": {"scanner": "repobility-access-control", "frameworks": ["Flask"], "expected_files": [".repobility/access.yml", ".repobility/access.yaml", ".repobility/access.json", ".repobility/authorization.yml"], "correlation_key": "fp|f1305052c3ba1e6c1cdb5dccc19e58a8168cf78b176658f32b1fc823df3e9d10"}}}, {"ruleId": "GHSA-fm67-cv37-96ff", "level": "warning", "message": {"text": "ujson: GHSA-fm67-cv37-96ff"}, "properties": {"repobilityId": 89151, "scanner": "osv-scanner", "fingerprint": "49a36351ffa7349ce25107fb49e98d8a4a465862b639d39f5bdc35e6b5d5b994", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2022-31117"], "package": "ujson", "rule_id": "GHSA-fm67-cv37-96ff", "scanner": "osv-scanner", "correlation_key": "vuln|ujson|CVE-2022-31117|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-fh56-85cw-5pq6", "level": "warning", "message": {"text": "ujson: GHSA-fh56-85cw-5pq6"}, "properties": {"repobilityId": 89150, "scanner": "osv-scanner", "fingerprint": "283dda1f7a46b475354df77db697a69a2ff08ae986d2a426948f87ddc25bd5a9", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2021-45958", "PYSEC-2022-25"], "package": "ujson", "rule_id": "GHSA-fh56-85cw-5pq6", "scanner": "osv-scanner", "correlation_key": "vuln|ujson|CVE-2021-45958|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-69w3-r845-3855", "level": "warning", "message": {"text": "transformers: GHSA-69w3-r845-3855"}, "properties": {"repobilityId": 89145, "scanner": "osv-scanner", "fingerprint": "77d7fa10c5b32606d60723203e263551ea0d5657252e81ca5ab8ac0a018cf8a7", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2026-1839"], "package": "transformers", "rule_id": "GHSA-69w3-r845-3855", "scanner": "osv-scanner", "correlation_key": "vuln|transformers|CVE-2026-1839|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-7p48-42j8-8846", "level": "warning", "message": {"text": "streamlit: GHSA-7p48-42j8-8846"}, "properties": {"repobilityId": 89143, "scanner": "osv-scanner", "fingerprint": "3dd220bbf94898eb5c299c26fdab30bbdfe5a980faf02021de7fc7d9f5c2a8e5", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2026-33682"], "package": "streamlit", "rule_id": "GHSA-7p48-42j8-8846", "scanner": "osv-scanner", "correlation_key": "vuln|streamlit|CVE-2026-33682|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-rf74-v2fm-23pw", "level": "warning", "message": {"text": "nltk: GHSA-rf74-v2fm-23pw"}, "properties": {"repobilityId": 89142, "scanner": "osv-scanner", "fingerprint": "ac25c6cbae7a25dfa69dbf298c35ba18b23f242ad9634c5755881fca7caf264b", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "package": "nltk", "rule_id": "GHSA-rf74-v2fm-23pw", "scanner": "osv-scanner", "correlation_key": "vuln|nltk|GHSA-RF74-V2FM-23PW|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-gfwx-w7gr-fvh7", "level": "warning", "message": {"text": "nltk: GHSA-gfwx-w7gr-fvh7"}, "properties": {"repobilityId": 89140, "scanner": "osv-scanner", "fingerprint": "377f434ee5c8e45820463795ee92285ce217185b4be43db8e6e7cb86bba303ed", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2026-33230"], "package": "nltk", "rule_id": "GHSA-gfwx-w7gr-fvh7", "scanner": "osv-scanner", "correlation_key": "vuln|nltk|CVE-2026-33230|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-428g-f7cq-pgp5", "level": "warning", "message": {"text": "marshmallow: GHSA-428g-f7cq-pgp5"}, "properties": {"repobilityId": 89133, "scanner": "osv-scanner", "fingerprint": "d8761e9cf2f424d6ddd8911dbf039b0e86c311526e48d93fb0e825dea313b6a0", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2025-68480"], "package": "marshmallow", "rule_id": "GHSA-428g-f7cq-pgp5", "scanner": "osv-scanner", "correlation_key": "vuln|marshmallow|CVE-2025-68480|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-q2x7-8rv6-6q7h", "level": "warning", "message": {"text": "jinja2: GHSA-q2x7-8rv6-6q7h"}, "properties": {"repobilityId": 89132, "scanner": "osv-scanner", "fingerprint": "fcc073c549dc39fc826230138399e81cd859027188a33c42f9551e850a976d8f", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-56326"], "package": "jinja2", "rule_id": "GHSA-q2x7-8rv6-6q7h", "scanner": "osv-scanner", "correlation_key": "vuln|jinja2|CVE-2024-56326|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-h75v-3vvj-5mfj", "level": "warning", "message": {"text": "jinja2: GHSA-h75v-3vvj-5mfj"}, "properties": {"repobilityId": 89131, "scanner": "osv-scanner", "fingerprint": "51e2cd60b0c14a35593f4d6b27866cdf29aef1fc38f0f46094bd82618dadf1e0", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-34064"], "package": "jinja2", "rule_id": "GHSA-h75v-3vvj-5mfj", "scanner": "osv-scanner", "correlation_key": "vuln|jinja2|CVE-2024-34064|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-h5c8-rqwp-cp95", "level": "warning", "message": {"text": "jinja2: GHSA-h5c8-rqwp-cp95"}, "properties": {"repobilityId": 89130, "scanner": "osv-scanner", "fingerprint": "f7e1c309ef2f82b5dd23f02e2d7000654d52dcf7e4a6085253bb7c3c9315780e", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-22195"], "package": "jinja2", "rule_id": "GHSA-h5c8-rqwp-cp95", "scanner": "osv-scanner", "correlation_key": "vuln|jinja2|CVE-2024-22195|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-gmj6-6f8f-6699", "level": "warning", "message": {"text": "jinja2: GHSA-gmj6-6f8f-6699"}, "properties": {"repobilityId": 89129, "scanner": "osv-scanner", "fingerprint": "0b6e11ecbd79c41d5e4735355f85c74f6d9fb9b1cddeee5d21aaa1f1311f839f", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-56201"], "package": "jinja2", "rule_id": "GHSA-gmj6-6f8f-6699", "scanner": "osv-scanner", "correlation_key": "vuln|jinja2|CVE-2024-56201|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-cpwx-vrp4-4pq7", "level": "warning", "message": {"text": "jinja2: GHSA-cpwx-vrp4-4pq7"}, "properties": {"repobilityId": 89128, "scanner": "osv-scanner", "fingerprint": "9b1aff72398eba112d3a76a0722c4f2a21fceb723954866d65a227cce22b33ab", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2025-27516"], "package": "jinja2", "rule_id": "GHSA-cpwx-vrp4-4pq7", "scanner": "osv-scanner", "correlation_key": "vuln|jinja2|CVE-2025-27516|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-8vgw-p6qm-5gr7", "level": "warning", "message": {"text": "flask-cors: GHSA-8vgw-p6qm-5gr7"}, "properties": {"repobilityId": 89127, "scanner": "osv-scanner", "fingerprint": "05a053df5390213e4ad75031cde020ace967e325ed8ecf2d6cd1e89b894f8aa2", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-6844"], "package": "flask-cors", "rule_id": "GHSA-8vgw-p6qm-5gr7", "scanner": "osv-scanner", "correlation_key": "vuln|flask-cors|CVE-2024-6844|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-7rxf-gvfg-47g4", "level": "warning", "message": {"text": "flask-cors: GHSA-7rxf-gvfg-47g4"}, "properties": {"repobilityId": 89126, "scanner": "osv-scanner", "fingerprint": "73655475b9166d7d473b4ea2231108fc3697a3aec69ffe36cc873685933ecc96", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-6839"], "package": "flask-cors", "rule_id": "GHSA-7rxf-gvfg-47g4", "scanner": "osv-scanner", "correlation_key": "vuln|flask-cors|CVE-2024-6839|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "GHSA-43qf-4rqw-9q2g", "level": "warning", "message": {"text": "flask-cors: GHSA-43qf-4rqw-9q2g"}, "properties": {"repobilityId": 89125, "scanner": "osv-scanner", "fingerprint": "36ee952b821dcd7ad82492edd4a2877b201e1ab62420f563d5129baead7d90d2", "category": "dependency", "severity": "medium", "confidence": 0.88, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"match": "", "aliases": ["CVE-2024-6866"], "package": "flask-cors", "rule_id": "GHSA-43qf-4rqw-9q2g", "scanner": "osv-scanner", "correlation_key": "vuln|flask-cors|CVE-2024-6866|requirements.txt"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "requirements.txt"}, "region": {"startLine": 1}}}]}, {"ruleId": "ERR001", "level": "warning", "message": {"text": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level."}, "properties": {"repobilityId": 89118, "scanner": "repobility-threat-engine", "fingerprint": "eeda6047a28c58ed537674fd8dbb058dc7a695faac367799e50a4a6d4900829f", "category": "error_handling", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "except Exception:\n            pass", "reason": "Pattern matched with no mitigating context found", "rule_id": "ERR001", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|eeda6047a28c58ed537674fd8dbb058dc7a695faac367799e50a4a6d4900829f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/serve_openai_api.py"}, "region": {"startLine": 98}}}]}, {"ruleId": "ERR001", "level": "warning", "message": {"text": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level."}, "properties": {"repobilityId": 89117, "scanner": "repobility-threat-engine", "fingerprint": "fa7c639ca8a5746ef076040c77da6f5b1ee9f38e8d1f75b338ea38d581e431c4", "category": "error_handling", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "except Exception:\n            pass", "reason": "Pattern matched with no mitigating context found", "rule_id": "ERR001", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|fa7c639ca8a5746ef076040c77da6f5b1ee9f38e8d1f75b338ea38d581e431c4"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/eval_toolcall.py"}, "region": {"startLine": 76}}}]}, {"ruleId": "SEC045", "level": "warning", "message": {"text": "[SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data \u2014 even admin-stored data \u2014 is a lateral-movement vector after any one credential compromise. Sandboxes (__builtins__ cleared) are escapable: attackers use object introspection (().__class__.__mro__[-1].__subclasses__()) to reach os.system. 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Inappropriate in services."}, "properties": {"repobilityId": 89109, "scanner": "repobility-threat-engine", "fingerprint": "55a4c5cc4d6ccbdf40854ec7daeb83e670c70e7ddb0a8af5460c10a827f14e8f", "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|55a4c5cc4d6ccbdf40854ec7daeb83e670c70e7ddb0a8af5460c10a827f14e8f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/chat_api.py"}, "region": {"startLine": 12}}}]}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. 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SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 89121, "scanner": "repobility-threat-engine", "fingerprint": "7d1c73666bb18d59c31648de2ab363c4013cf963aa69e9bccf048352e77618d0", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "http.get(f", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|7d1c73666bb18d59c31648de2ab363c4013cf963aa69e9bccf048352e77618d0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "trainer/rollout_engine.py"}, "region": {"startLine": 202}}}]}, {"ruleId": "SEC135", "level": "error", "message": {"text": "[SEC135] Auth/permission check missing on AI-generated endpoint: Mutating HTTP endpoint generated by an AI agent without an auth decorator or middleware. The number-one production-incident pattern we see in AI-generated SaaS code: the AI builds the route, builds the handler, and forgets to wire the auth check that the rest of the codebase uses. CWE-862 (missing authorization). High-severity because the route is fully functional, just unprotected \u2014 attackers can call it directly."}, "properties": {"repobilityId": 89119, "scanner": "repobility-threat-engine", "fingerprint": "3477297391446cfb31a69c510b573518d789839b777a2012bb37d1bf18f4edd6", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "@app.post(\"/v1/chat/completions\")\nasync def chat_completions(request: ChatRequest)", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC135", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|3477297391446cfb31a69c510b573518d789839b777a2012bb37d1bf18f4edd6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/serve_openai_api.py"}, "region": {"startLine": 171}}}]}, {"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": 89116, "scanner": "repobility-threat-engine", "fingerprint": "512a5c8d5630db2c84b11d6c733c683a1d14200a1338ec9fd55e2ea607d8a680", "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|512a5c8d5630db2c84b11d6c733c683a1d14200a1338ec9fd55e2ea607d8a680"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/serve_openai_api.py"}, "region": {"startLine": 98}}}]}, {"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": 89115, "scanner": "repobility-threat-engine", "fingerprint": "824e2bd83fb17b821b37a9fb99b525186e11cb6ae5d01df6fc76c29174076f3d", "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|824e2bd83fb17b821b37a9fb99b525186e11cb6ae5d01df6fc76c29174076f3d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/eval_toolcall.py"}, "region": {"startLine": 76}}}]}, {"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": 89113, "scanner": "repobility-threat-engine", "fingerprint": "08169cfb423d2e2cfb95372fc3c42294bbae419b4b03fa3d724fcdf7c1d667a0", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "scaler.update()", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|08169cfb423d2e2cfb95372fc3c42294bbae419b4b03fa3d724fcdf7c1d667a0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "trainer/train_full_sft.py"}, "region": {"startLine": 47}}}]}, {"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": 89112, "scanner": "repobility-threat-engine", "fingerprint": "ac048648054abab5c9bc9813b025a26bf182f2ade1dc11695c40ad7f60735a88", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "scaler.update()", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|ac048648054abab5c9bc9813b025a26bf182f2ade1dc11695c40ad7f60735a88"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "trainer/train_dpo.py"}, "region": {"startLine": 93}}}]}, {"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": 89111, "scanner": "repobility-threat-engine", "fingerprint": "05b3ac99fb8508dc87078beb7cb85d61bb73a0f6901d0cf4e4a0b94c1c2ab02e", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "state_dict.update(lora_state)", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|05b3ac99fb8508dc87078beb7cb85d61bb73a0f6901d0cf4e4a0b94c1c2ab02e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "model/model_lora.py"}, "region": {"startLine": 52}}}]}, {"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": 89095, "scanner": "repobility-threat-engine", "fingerprint": "259234286eb92d99f7171921faa2092d7fd71450bad6aa85cf259767a9b99579", "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'\\n[Speed]: {gen_tokens / (time.time()", "reason": "Credential-bearing variable appears to be printed or logged", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.85, "correlation_key": "secret|scripts/eval_toolcall.py|12|print f n speed : gen_tokens / time.time"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/eval_toolcall.py"}, "region": {"startLine": 129}}}]}, {"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": 89094, "scanner": "repobility-threat-engine", "fingerprint": "9df3b2922e038da7e6e7f897e5b41739f9189cdc7b2218bd554b1e3885e287b6", "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'\\n[Speed]: {gen_tokens / (time.time()", "reason": "Credential-bearing variable appears to be printed or logged", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.85, "correlation_key": "secret|eval_llm.py|9|print f n speed : gen_tokens / time.time"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "eval_llm.py"}, "region": {"startLine": 91}}}]}, {"ruleId": "MINED112", "level": "error", "message": {"text": "FastAPI POST /v1/chat/completions has no auth"}, "properties": {"repobilityId": 89062, "scanner": "repobility-route-auth", "fingerprint": "8b756b9aabbe84604c7e6d2ace3fe6df397d1c628aa3a14e3bc3f2f243611aab", "category": "quality", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "fastapi-destructive-unauth", "owasp": "A01:2021", "cwe_ids": ["CWE-306", "CWE-862"], "languages": ["python", "javascript"], "observations_count": 10455}, "scanner": "repobility-route-auth", "correlation_key": "fp|8b756b9aabbe84604c7e6d2ace3fe6df397d1c628aa3a14e3bc3f2f243611aab"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/serve_openai_api.py"}, "region": {"startLine": 172}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "`self.forward` used but never assigned in __init__"}, "properties": {"repobilityId": 89055, "scanner": "repobility-ast-engine", "fingerprint": "85b1552bf0ed64de908715016c4d9451621ac28323e3b4aaa153c5c4ecabd845", "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|85b1552bf0ed64de908715016c4d9451621ac28323e3b4aaa153c5c4ecabd845"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "model/model_minimind.py"}, "region": {"startLine": 265}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "`self.freqs_sin` used but never assigned in __init__"}, "properties": {"repobilityId": 89054, "scanner": "repobility-ast-engine", "fingerprint": "12709b8a9d4b2765e082f4b2250e046202e8f4efc052ce4c1b79eb0cb3ab37b0", "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|12709b8a9d4b2765e082f4b2250e046202e8f4efc052ce4c1b79eb0cb3ab37b0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "model/model_minimind.py"}, "region": {"startLine": 219}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "`self.freqs_cos` used but never assigned in __init__"}, "properties": {"repobilityId": 89053, "scanner": "repobility-ast-engine", "fingerprint": "0eb3ee93919a6fa62c294a853119e8499c08ce786beac8d61eca1d0118aef9fd", "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|0eb3ee93919a6fa62c294a853119e8499c08ce786beac8d61eca1d0118aef9fd"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "model/model_minimind.py"}, "region": {"startLine": 219}}}]}, {"ruleId": "MINED108", "level": "error", "message": {"text": "`self.freqs_sin` used but never assigned in __init__"}, "properties": {"repobilityId": 89052, "scanner": "repobility-ast-engine", "fingerprint": "976d301c3109b859229aebcabda527f860403198d1b03c4cc10aa61b7c169f9d", "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|976d301c3109b859229aebcabda527f860403198d1b03c4cc10aa61b7c169f9d"}}, "locations": 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