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Inappropriate in services."}, "properties": {"scanner": "repobility", "category": "quality", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "QUAL003", "name": "Magic number used as default arg", "shortDescription": {"text": "Magic number used as default arg"}, "fullDescription": {"text": "Using hardcoded default values for complex configuration objects makes the code brittle and difficult to manage. Consider using a dedicated factory or builder pattern.\n\nAuto-promoted from proposal 444 on 2026-05-12. Synth confidence: 0.85. FP estimate: 0.00."}, "properties": {"scanner": "repobility", "category": "quality", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "QUAL002", "name": "Python mutable default argument", "shortDescription": {"text": "Python mutable default argument"}, "fullDescription": {"text": "def f(x=[]) \u2014 Python gotcha; mutates across calls."}, "properties": {"scanner": "repobility", "category": "quality", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "TEST002", "name": "Function is stub-only (pass/raise NotImplementedError)", "shortDescription": {"text": "Function is stub-only (pass/raise NotImplementedError)"}, "fullDescription": {"text": "Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"scanner": "repobility", "category": "test_quality", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "MEM001", "name": "C++ new without matching delete (memory leak)", "shortDescription": {"text": "C++ new without matching delete (memory leak)"}, "fullDescription": {"text": "C++ raw new without RAII / unique_ptr \u2014 memory leak risk."}, "properties": {"scanner": "repobility", "category": "memory", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "LOG001", "name": "PII printed to stdout/stderr", "shortDescription": {"text": "PII printed to stdout/stderr"}, "fullDescription": {"text": "Logging password/token/email/ssn directly to stdout."}, "properties": {"scanner": "repobility", "category": "logging", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "CONC002", "name": "Concurrency \u2014 TOCTOU race via os.path.exists+open", "shortDescription": {"text": "Concurrency \u2014 TOCTOU race via os.path.exists+open"}, "fullDescription": {"text": "if os.path.exists(p): open(p) \u2014 file can be replaced/deleted between check and use."}, "properties": {"scanner": "repobility", "category": "race_condition", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "SUPC002", "name": "Supply chain \u2014 npm install without lockfile", "shortDescription": {"text": "Supply chain \u2014 npm install without lockfile"}, "fullDescription": {"text": "Production image runs npm install (resolves new versions on every build) instead of npm ci."}, "properties": {"scanner": "repobility", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "CRYP001", "name": "Crypto \u2014 plaintext HTTP for sensitive endpoint", "shortDescription": {"text": "Crypto \u2014 plaintext HTTP for sensitive endpoint"}, "fullDescription": {"text": "Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"scanner": "repobility", "category": "crypto", "severity": "medium", "confidence": 0.85, "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": "SEC012", "name": "[SEC012] ZipSlip \u2014 Archive Path Traversal: Archive extraction without path validation allows writing files outside the t", "shortDescription": {"text": "[SEC012] ZipSlip \u2014 Archive Path Traversal: Archive extraction without path validation allows writing files outside the target directory."}, "fullDescription": {"text": "Validate extracted paths with os.path.realpath() and ensure they stay within the target directory."}, "properties": {"scanner": "repobility-threat-engine", "category": "path_traversal", "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": "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": "medium", "confidence": 0.86, "cwe": "", "owasp": ""}}, {"id": "WEB005", "name": "robots.txt does not advertise a sitemap", "shortDescription": {"text": "robots.txt does not advertise a sitemap"}, "fullDescription": {"text": "Sitemap directives in robots.txt help crawlers and AI agents find the canonical public URL inventory quickly."}, "properties": {"scanner": "repobility-web-presence", "category": "quality", "severity": "low", "confidence": 0.74, "cwe": "", "owasp": ""}}, {"id": "SEC013", "name": "[SEC013] Path Traversal \u2014 User Input in File Path (and 7 more): Same pattern found in 7 additional files. Review if need", "shortDescription": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path (and 7 more): Same pattern found in 7 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": "SEC015", "name": "[SEC015] Insecure Randomness for Security (and 2 more): Same pattern found in 2 additional files. Review if needed.", "shortDescription": {"text": "[SEC015] Insecure Randomness for Security (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "fullDescription": {"text": "Use secrets module (Python) or crypto.getRandomValues() (JS) for security-sensitive randomness."}, "properties": {"scanner": "repobility-threat-engine", "category": "crypto", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC020", "name": "[SEC020] Secret Printed to Logs (and 52 more): Same pattern found in 52 additional files. Review if needed.", "shortDescription": {"text": "[SEC020] Secret Printed to Logs (and 52 more): Same pattern found in 52 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": "SEC002", "name": "[SEC002] Hardcoded API Key: Hardcoded API key found in source code.", "shortDescription": {"text": "[SEC002] Hardcoded API Key: Hardcoded API key found in source code."}, "fullDescription": {"text": "Use environment variables. Add the pattern to .gitignore."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "cwe": "", "owasp": ""}}, {"id": "QUAL007", "name": "Imported but never used", "shortDescription": {"text": "Imported but never used"}, "fullDescription": {"text": "AST detector: dead-imports"}, "properties": {"scanner": "repobility", "category": "quality", "severity": "high", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "TEST001", "name": "Phantom test coverage \u2014 test files without real assertions", "shortDescription": {"text": "Phantom test coverage \u2014 test files without real assertions"}, "fullDescription": {"text": "Test function that runs code but contains no assert/expect/should \u2014 passes regardless of behaviour."}, "properties": {"scanner": "repobility", "category": "test_quality", "severity": "high", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "ERRH003", "name": "except BaseException \u2014 catches SystemExit/KeyboardInterrupt", "shortDescription": {"text": "except BaseException \u2014 catches SystemExit/KeyboardInterrupt"}, "fullDescription": {"text": "except BaseException: ... \u2014 prevents Ctrl+C and SystemExit from working."}, "properties": {"scanner": "repobility", "category": "error_handling", "severity": "high", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "ERRH001", "name": "Bare except: pass \u2014 silent failure", "shortDescription": {"text": "Bare except: pass \u2014 silent failure"}, "fullDescription": {"text": "except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "properties": {"scanner": "repobility", "category": "error_handling", "severity": "high", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "CMDI006", "name": "Command injection \u2014 Ruby system/exec call", "shortDescription": {"text": "Command injection \u2014 Ruby system/exec call"}, "fullDescription": {"text": "system / backtick run shell. Command injection if any arg dynamic."}, "properties": {"scanner": "repobility", "category": "command_injection", "severity": "high", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "CMDI005", "name": "Command injection \u2014 C system() call", "shortDescription": {"text": "Command injection \u2014 C system() call"}, "fullDescription": {"text": "system() invokes shell. command injection if any arg is dynamic."}, "properties": {"scanner": "repobility", "category": "command_injection", "severity": "high", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "XXE001", "name": "XML external entity \u2014 default SAX parser", "shortDescription": {"text": "XML external entity \u2014 default SAX parser"}, "fullDescription": {"text": "xml.etree.ElementTree.parse / xml.sax / lxml without disable-entities \u2014 XXE attack."}, "properties": {"scanner": "repobility", "category": "xxe", "severity": "high", "confidence": 0.85, "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": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "EVAL006", "name": "Code execution \u2014 Lua loadstring", "shortDescription": {"text": "Code execution \u2014 Lua loadstring"}, "fullDescription": {"text": "loadstring/load executes Lua code. Code injection."}, "properties": {"scanner": "repobility", "category": "code_execution", "severity": "critical", "confidence": 0.85, "cwe": "", "owasp": ""}}, {"id": "EVAL004", "name": "Code execution \u2014 Ruby eval", "shortDescription": {"text": "Code execution \u2014 Ruby eval"}, "fullDescription": {"text": "eval() executes arbitrary code. Code injection."}, "properties": {"scanner": "repobility", "category": "code_execution", "severity": "critical", "confidence": 0.85, "cwe": "", "owasp": ""}}]}}, "automationDetails": {"id": "repobility/258"}, "properties": {"repository": "K-Dense-AI/scientific-agent-skills", "repoUrl": "https://github.com/K-Dense-AI/scientific-agent-skills", "branch": "main"}, "results": [{"ruleId": "NET001", "level": "warning", "message": {"text": "requests.* without timeout argument"}, "properties": {"repobilityId": 22437, "scanner": "repobility", "fingerprint": "87353fbf9158ec8be0f68fb3e7701319", "category": "ssrf", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "requests.post(\n                f\"{self.base_url}/chat/completions\",\n                headers=headers,\n                json=payload,\n                timeout=120\n            )", "aljefra_cwe": ["CWE-400"], "aljefra_owasp": null, 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"scientific-skills/xlsx/scripts/office/validators/base.py"}, "region": {"startLine": 632}}}]}, {"ruleId": "MEM001", "level": "warning", "message": {"text": "C++ new without matching delete (memory leak)"}, "properties": {"repobilityId": 17454, "scanner": "repobility", "fingerprint": "c8c40c0c1ab7ba78cc7f3efbef49012c", "category": "memory", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "new error(", "aljefra_cwe": ["CWE-401"], "aljefra_owasp": null, "aljefra_pattern_slug": "cpp-new-without-delete"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/xlsx/scripts/office/validators/base.py"}, "region": {"startLine": 624}}}]}, {"ruleId": "MEM001", "level": "warning", "message": {"text": "C++ new without matching delete (memory leak)"}, "properties": {"repobilityId": 17453, "scanner": "repobility", "fingerprint": "0bb2bf0fba5c5c9c7b3c2c2e525927de", "category": "memory", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "new group (", "aljefra_cwe": ["CWE-401"], "aljefra_owasp": null, "aljefra_pattern_slug": "cpp-new-without-delete"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/pymc/assets/hierarchical_model_template.py"}, "region": {"startLine": 303}}}]}, {"ruleId": "MEM001", "level": "warning", "message": {"text": "C++ new without matching delete (memory leak)"}, "properties": {"repobilityId": 17452, "scanner": "repobility", "fingerprint": "9474fe0fa6de2702f5dfd903300c284f", "category": "memory", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "new group (", "aljefra_cwe": ["CWE-401"], "aljefra_owasp": null, "aljefra_pattern_slug": "cpp-new-without-delete"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/pymc/assets/hierarchical_model_template.py"}, "region": {"startLine": 273}}}]}, {"ruleId": "MEM001", "level": "warning", "message": {"text": "C++ new without matching delete (memory leak)"}, "properties": {"repobilityId": 17451, "scanner": "repobility", "fingerprint": "68ae22f771510af669124b2d747a2e46", "category": "memory", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "new Chart(", "aljefra_cwe": ["CWE-401"], "aljefra_owasp": null, "aljefra_pattern_slug": "cpp-new-without-delete"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/timesfm-forecasting/examples/global-temperature/generate_html.py"}, "region": {"startLine": 257}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16873, "scanner": "repobility", "fingerprint": "39867f30a0cd7b564d5f07fb740189f4", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/research-grants/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16872, "scanner": "repobility", "fingerprint": "56baa0b4e1435e6c494c0044efad11b8", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/research-grants/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16871, "scanner": "repobility", "fingerprint": "870b3de01467104682734f0f4182692f", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/markitdown/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16870, "scanner": "repobility", "fingerprint": "cab836a7e01bd4581141a8557e1ba7cf", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/markitdown/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16869, "scanner": "repobility", "fingerprint": "aa1e2aa3451fac3aca4bac5270517726", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/citation-management/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16868, "scanner": "repobility", "fingerprint": "8ed73fa6b8670a1bd7a29d73e6de624a", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/citation-management/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16867, "scanner": "repobility", "fingerprint": "49426de5e695b2ed99c69deb902cc4df", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/hypothesis-generation/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16866, "scanner": "repobility", "fingerprint": "9fd80791256abb1cb054d8340daf3413", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/hypothesis-generation/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16865, "scanner": "repobility", "fingerprint": "b39d50ed331a65886b25022c1f5cdbd7", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/pptx-posters/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16864, "scanner": "repobility", "fingerprint": "26e3c9c05fbf4d9585553b6d30a00464", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/pptx-posters/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16863, "scanner": "repobility", "fingerprint": "6099ead626de172c8c65ce43d3284d4d", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-schematics/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16862, "scanner": "repobility", "fingerprint": "ce4c39c0653aa9a024744b56286fec8b", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-schematics/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16861, "scanner": "repobility", "fingerprint": "4744719757e32fdfc9da29b58e9ccb6f", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/clinical-reports/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16860, "scanner": "repobility", "fingerprint": "7bfe246b9616596b7f8e001966a275ee", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/clinical-reports/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16859, "scanner": "repobility", "fingerprint": "0a18df949cd3a68cf6e9cf676bb52f6b", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/latex-posters/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16858, "scanner": "repobility", "fingerprint": "990c35c2c058ceea9deb667d7f789003", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/latex-posters/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16857, "scanner": "repobility", "fingerprint": "34627635bd6f2d3e0461321a9d16d6eb", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(f\"Context built: {context.get('token", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/open-notebook/scripts/chat_interaction.py"}, "region": {"startLine": 96}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16856, "scanner": "repobility", "fingerprint": "ccd0fdf0ed16ff02e2ddb6685b3c3a63", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/peer-review/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16855, "scanner": "repobility", "fingerprint": "7719fe6f48b700ee28a656f32451bb30", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/peer-review/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16854, "scanner": "repobility", "fingerprint": "12b8f0306cf2d9d2f2b5c6d469f85067", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/clinical-decision-support/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16853, "scanner": "repobility", "fingerprint": "2046f193da3b4f7887947238639ef227", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/clinical-decision-support/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16852, "scanner": "repobility", "fingerprint": "edfd58c691ad1890f7bdeca33de6e50a", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/research-lookup/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16851, "scanner": "repobility", "fingerprint": "fc4b7cd5f8d62f3fbd76a40f1b1089b0", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/research-lookup/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16850, "scanner": "repobility", "fingerprint": "45183490ec4d08f4790da54ebf6ec46c", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_openrouter_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/research-lookup/lookup.py"}, "region": {"startLine": 155}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16849, "scanner": "repobility", "fingerprint": "074f9deb6e5ff5836e7af6857debdd4a", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/treatment-plans/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16848, "scanner": "repobility", "fingerprint": "c215a6f32cbe837f22f3606c0da232a4", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/treatment-plans/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16847, "scanner": "repobility", "fingerprint": "7224098d5139d647c6fe573fcb0833c5", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/infographics/scripts/generate_infographic.py"}, "region": {"startLine": 182}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16846, "scanner": "repobility", "fingerprint": "34312584f880c22e8ff5ce93ebb77215", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/infographics/scripts/generate_infographic_ai.py"}, "region": {"startLine": 1240}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16845, "scanner": "repobility", "fingerprint": "731e2f3c61bb7ce6325826bde9758951", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/literature-review/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16844, "scanner": "repobility", "fingerprint": "da7b85279dff545058bb8bd46683c105", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/literature-review/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16843, "scanner": "repobility", "fingerprint": "2fd26c484f0cb8692babaed3de8b764f", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-critical-thinking/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16842, "scanner": "repobility", "fingerprint": "b93507a433e1cd0ae8b084477d62d71b", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-critical-thinking/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16841, "scanner": "repobility", "fingerprint": "8230b52acfe3e8b93a89092a352d2a14", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-writing/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16840, "scanner": "repobility", "fingerprint": "a371fefe644d60ed8e558a1fa08fe857", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-writing/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16839, "scanner": "repobility", "fingerprint": "1c4eace68bc62f3417896166b650a35d", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scholar-evaluation/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16838, "scanner": "repobility", "fingerprint": "aac44a46214a0d02516a9ea057db3d9d", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scholar-evaluation/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16837, "scanner": "repobility", "fingerprint": "d6da9afe90ffdf20c60d70155d9dc85a", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/venue-templates/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16836, "scanner": "repobility", "fingerprint": "f500ca81ac1d6a39d00d0180faf8b742", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/venue-templates/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16835, "scanner": "repobility", "fingerprint": "1d46f67bbc13018ec39a86189ab7332d", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-slides/scripts/generate_slide_image.py"}, "region": {"startLine": 96}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16834, "scanner": "repobility", "fingerprint": "ac9b894ad0c3c5abf5b4e940d2d39667", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-slides/scripts/generate_slide_image_ai.py"}, "region": {"startLine": 704}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16833, "scanner": "repobility", "fingerprint": "f793c624a1a3f407358b7f05194545e2", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-slides/scripts/generate_schematic_ai.py"}, "region": {"startLine": 784}}}]}, {"ruleId": "LOG001", "level": "warning", "message": {"text": "PII printed to stdout/stderr"}, "properties": {"repobilityId": 16832, "scanner": "repobility", "fingerprint": "7a53c13abe59234c2f805f3e6c57c032", "category": "logging", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "print(\"  export OPENROUTER_API_KEY='your_api_key", "aljefra_cwe": ["CWE-532"], "aljefra_owasp": "A09:2021", "aljefra_pattern_slug": "print-pii"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-slides/scripts/generate_schematic.py"}, "region": {"startLine": 99}}}]}, {"ruleId": "CONC002", "level": "warning", "message": {"text": "Concurrency \u2014 TOCTOU race via os.path.exists+open"}, "properties": {"repobilityId": 16265, "scanner": "repobility", "fingerprint": "fd3d0d7b521514aa5e698defd3797732", "category": "race_condition", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "if os.path.exists(log_file):\n        with open(", "aljefra_cwe": ["CWE-367"], "aljefra_owasp": null, "aljefra_pattern_slug": "toctou-os-path-exists"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/phylogenetics/scripts/phylogenetic_analysis.py"}, "region": {"startLine": 108}}}]}, {"ruleId": "SUPC002", "level": "warning", "message": {"text": "Supply chain \u2014 npm install without lockfile"}, "properties": {"repobilityId": 15611, "scanner": "repobility", "fingerprint": "d5b49ab45804a11da9ae2d223cde4434", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "    pip install", "aljefra_cwe": ["CWE-1357"], "aljefra_owasp": "A06:2021", "aljefra_pattern_slug": "npm-install-no-lockfile"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/phylogenetics/scripts/phylogenetic_analysis.py"}, "region": {"startLine": 8}}}]}, {"ruleId": "SUPC002", "level": "warning", "message": {"text": "Supply chain \u2014 npm install without lockfile"}, "properties": {"repobilityId": 15610, "scanner": "repobility", "fingerprint": "41f610ea7a4cf6a005770233c565aaba", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "    pip install", "aljefra_cwe": ["CWE-1357"], "aljefra_owasp": "A06:2021", "aljefra_pattern_slug": "npm-install-no-lockfile"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/open-notebook/scripts/chat_interaction.py"}, "region": {"startLine": 8}}}]}, {"ruleId": "SUPC002", "level": "warning", "message": {"text": "Supply chain \u2014 npm install without lockfile"}, "properties": {"repobilityId": 15609, "scanner": "repobility", "fingerprint": "c80c14badaf624ad7c7ed67535920e3e", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "    pip install", "aljefra_cwe": ["CWE-1357"], "aljefra_owasp": "A06:2021", "aljefra_pattern_slug": "npm-install-no-lockfile"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/open-notebook/scripts/notebook_management.py"}, "region": {"startLine": 8}}}]}, {"ruleId": "SUPC002", "level": "warning", "message": {"text": "Supply chain \u2014 npm install without lockfile"}, "properties": {"repobilityId": 15608, "scanner": "repobility", "fingerprint": "6eab782dc8a06ddcf54ee82c3f0c3d63", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "    pip install", "aljefra_cwe": ["CWE-1357"], "aljefra_owasp": "A06:2021", "aljefra_pattern_slug": "npm-install-no-lockfile"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/open-notebook/scripts/source_ingestion.py"}, "region": {"startLine": 8}}}]}, {"ruleId": "SUPC002", "level": "warning", "message": {"text": "Supply chain \u2014 npm install without lockfile"}, "properties": {"repobilityId": 15607, "scanner": "repobility", "fingerprint": "e5675dee3e49e0057eace9494eb0d10d", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "pip install", "aljefra_cwe": ["CWE-1357"], "aljefra_owasp": "A06:2021", "aljefra_pattern_slug": "npm-install-no-lockfile"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/timesfm-forecasting/examples/covariates-forecasting/demo_covariates.py"}, "region": {"startLine": 411}}}]}, {"ruleId": "SUPC002", "level": "warning", "message": {"text": "Supply chain \u2014 npm install without lockfile"}, "properties": {"repobilityId": 15606, "scanner": "repobility", "fingerprint": "1e9d368ce56659ad5be367d0667a621c", "category": "supply_chain", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "    pip install", "aljefra_cwe": ["CWE-1357"], "aljefra_owasp": "A06:2021", "aljefra_pattern_slug": "npm-install-no-lockfile"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-slides/scripts/pdf_to_images.py"}, "region": {"startLine": 133}}}]}, {"ruleId": "CRYP001", "level": "warning", "message": {"text": "Crypto \u2014 plaintext HTTP for sensitive endpoint"}, "properties": {"repobilityId": 13455, "scanner": "repobility", "fingerprint": "8e687b4c5f41b2c99688a0e9a70a11fe", "category": "crypto", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "http://", "aljefra_cwe": ["CWE-319"], "aljefra_owasp": "A02:2021", "aljefra_pattern_slug": "http-not-https"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/docx/scripts/office/validators/base.py"}, "region": {"startLine": 91}}}]}, {"ruleId": "CRYP001", "level": "warning", "message": {"text": "Crypto \u2014 plaintext HTTP for sensitive endpoint"}, "properties": {"repobilityId": 13454, "scanner": "repobility", "fingerprint": "26c83c973e4c5c0d7752da2c98db9dbc", "category": "crypto", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "http://", "aljefra_cwe": ["CWE-319"], "aljefra_owasp": "A02:2021", "aljefra_pattern_slug": "http-not-https"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/docx/scripts/office/validators/base.py"}, "region": {"startLine": 62}}}]}, {"ruleId": "CRYP001", "level": "warning", "message": {"text": "Crypto \u2014 plaintext HTTP for sensitive endpoint"}, "properties": {"repobilityId": 13453, "scanner": "repobility", "fingerprint": "a00b0e031942554107e7874c47d6fcfd", "category": "crypto", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "http://", "aljefra_cwe": ["CWE-319"], "aljefra_owasp": "A02:2021", "aljefra_pattern_slug": "http-not-https"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/docx/scripts/accept_changes.py"}, "region": {"startLine": 21}}}]}, {"ruleId": "CRYP001", "level": "warning", "message": {"text": "Crypto \u2014 plaintext HTTP for sensitive endpoint"}, "properties": {"repobilityId": 13452, "scanner": "repobility", "fingerprint": "ff4637914e27732f488c1bf820b3c852", "category": "crypto", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "http://", "aljefra_cwe": ["CWE-319"], "aljefra_owasp": "A02:2021", "aljefra_pattern_slug": "http-not-https"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/pptx/scripts/office/validators/base.py"}, "region": {"startLine": 91}}}]}, {"ruleId": "CRYP001", "level": "warning", "message": {"text": "Crypto \u2014 plaintext HTTP for sensitive endpoint"}, "properties": {"repobilityId": 13451, "scanner": "repobility", "fingerprint": "d960271c8742dfa7f75571ed7aafd526", "category": "crypto", "severity": "medium", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "http://", "aljefra_cwe": ["CWE-319"], "aljefra_owasp": "A02:2021", "aljefra_pattern_slug": "http-not-https"}}, "locations": 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"scanner": "repobility-ai-code-hygiene", "fingerprint": "d81d31bb42450e1c81b232a28306930d7445b80f65fc4ff13c19bab3880ea7f4", "category": "quality", "severity": "medium", "confidence": 0.86, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "A normalized source-code window appears in two different non-test files.", "evidence": {"lines": 12, "rule_id": "AIC003", "scanner": "repobility-ai-code-hygiene", "references": ["https://jscpd.dev/"], "duplicate_file": "scientific-skills/citation-management/scripts/generate_schematic.py", "duplicate_line": 1, "correlation_key": "fp|d81d31bb42450e1c81b232a28306930d7445b80f65fc4ff13c19bab3880ea7f4"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/clinical-decision-support/scripts/generate_schematic.py"}, "region": {"startLine": 1}}}]}, {"ruleId": "AIC003", "level": "warning", "message": {"text": "Duplicated implementation block across source files"}, "properties": {"repobilityId": 8052, "scanner": "repobility-ai-code-hygiene", "fingerprint": "6c89e6567c6ff062799382e7ccda77e3e63f01e8720b7fd56bb5e8c8854ef778", "category": "quality", "severity": "medium", "confidence": 0.86, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "A normalized source-code window appears in two different non-test files.", "evidence": {"lines": 12, "rule_id": "AIC003", "scanner": "repobility-ai-code-hygiene", "references": ["https://jscpd.dev/"], "duplicate_file": "scientific-skills/citation-management/scripts/format_bibtex.py", "duplicate_line": 21, "correlation_key": "fp|6c89e6567c6ff062799382e7ccda77e3e63f01e8720b7fd56bb5e8c8854ef778"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/citation-management/scripts/validate_citations.py"}, "region": {"startLine": 34}}}]}, {"ruleId": "WEB005", "level": "note", "message": {"text": "robots.txt does not advertise a sitemap"}, "properties": {"repobilityId": 8087, "scanner": "repobility-web-presence", "fingerprint": "0acedacdc9db643032eda8f308aab89aea7a1bd136def90f463e01ac16c7b553", "category": "quality", "severity": "low", "confidence": 0.74, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "Discovered robots file or route lacks a Sitemap directive.", "evidence": {"rule_id": "WEB005", "scanner": "repobility-web-presence", "references": ["https://www.rfc-editor.org/rfc/rfc9309", "https://www.sitemaps.org/protocol.html"], "correlation_key": "fp|0acedacdc9db643032eda8f308aab89aea7a1bd136def90f463e01ac16c7b553"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/database-lookup/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "SEC012", "level": "none", "message": {"text": "[SEC012] ZipSlip \u2014 Archive Path Traversal (and 12 more): Same pattern found in 12 additional files. Review if needed."}, "properties": {"repobilityId": 8084, "scanner": "repobility-threat-engine", "fingerprint": "4555b9bf7f741145b57ada83686fe1aafb89eddc8036b5d58b0fecb8c414a843", "category": "path_traversal", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 12 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 12 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC012", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|4555b9bf7f741145b57ada83686fe1aafb89eddc8036b5d58b0fecb8c414a843"}}}, {"ruleId": "ERR001", "level": "none", "message": {"text": "[ERR001] Silent Exception Swallowing (and 17 more): Same pattern found in 17 additional files. Review if needed."}, "properties": {"repobilityId": 8080, "scanner": "repobility-threat-engine", "fingerprint": "71b4b29185d80922893fdea6781ca44a93dc5be505e7f6d6bd1782acaa574d32", "category": "error_handling", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 17 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 17 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "ERR001", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|71b4b29185d80922893fdea6781ca44a93dc5be505e7f6d6bd1782acaa574d32"}}}, {"ruleId": "SEC013", "level": "none", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path (and 7 more): Same pattern found in 7 additional files. Review if needed."}, "properties": {"repobilityId": 8076, "scanner": "repobility-threat-engine", "fingerprint": "c6603497160e8db37ad692c1e87c0eb095e1fac269568c4ea1f768f242785397", "category": "path_traversal", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 7 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 7 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|c6603497160e8db37ad692c1e87c0eb095e1fac269568c4ea1f768f242785397"}}}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 8072, "scanner": "repobility-threat-engine", "fingerprint": "f78b05f3525efdc18a5d1983ba1263e47eaa8a772967c623a7aa23730bd5139a", "category": "crypto", "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": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|f78b05f3525efdc18a5d1983ba1263e47eaa8a772967c623a7aa23730bd5139a"}}}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable."}, "properties": {"repobilityId": 8071, "scanner": "repobility-threat-engine", "fingerprint": "04fdfe261e2724f790f255d59abdc4aa06342e03cacff1866fd54a9cca1b0b13", "category": "crypto", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "evidence": {"match": "random.randint(", "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "rule_id": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "code|crypto|token|423|sec015"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/docx/scripts/office/validators/docx.py"}, "region": {"startLine": 423}}}]}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable."}, "properties": {"repobilityId": 8070, "scanner": "repobility-threat-engine", "fingerprint": "8c20dc777ba115fe0b08649d9eb61b21dd8089d50e674e3f7d8265c8e49e48f0", "category": "crypto", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "evidence": {"match": "random.randint(", "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "rule_id": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "code|crypto|token|69|sec015"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/docx/scripts/comment.py"}, "region": {"startLine": 69}}}]}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable."}, "properties": {"repobilityId": 8069, "scanner": "repobility-threat-engine", "fingerprint": "de88f64c65e1b38c303b13fc14e4c90dde087c71ce22cc7a2e4874d3f3d46393", "category": "crypto", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "evidence": {"match": "random.randint(", "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "rule_id": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "code|crypto|token|48|sec015"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/matplotlib/scripts/plot_template.py"}, "region": {"startLine": 48}}}]}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs (and 52 more): Same pattern found in 52 additional files. Review if needed."}, "properties": {"repobilityId": 8068, "scanner": "repobility-threat-engine", "fingerprint": "231a43dbe2f8233a442e5354ccea630c6ff4a27acf65c9c46ff0a272aa6b25ca", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 52 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 52 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|231a43dbe2f8233a442e5354ccea630c6ff4a27acf65c9c46ff0a272aa6b25ca"}}}, {"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": 8067, "scanner": "repobility-threat-engine", "fingerprint": "9df5931c7032ba4b5627a8ac08ff8973b8caf1bf4690ddc665207e35e06a82e7", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "The token term appears to refer to NLP/model token counts, a tokenizer, or blockchain token metadata rather than credential material", "evidence": {"match": "print(f\"Context built: {context.get('token_count', '?')", "reason": "The token term appears to refer to NLP/model token counts, a tokenizer, or blockchain token metadata rather than credential material", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|token|9|print f context built: context.get token_count"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/open-notebook/scripts/chat_interaction.py"}, "region": {"startLine": 96}}}]}, {"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": 8066, "scanner": "repobility-threat-engine", "fingerprint": "96ef9f195b7d2cd5841779c0e3df0ec989f0b59e3c6ea822e15fe0c6a47619c9", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "evidence": {"match": "print(\"\u274c Error: OPENROUTER_API_KEY not found!\")", "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|token|10|print error: openrouter_api_key not found"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/scientific-writing/scripts/generate_image.py"}, "region": {"startLine": 106}}}]}, {"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": 8065, "scanner": "repobility-threat-engine", "fingerprint": "0b6dd33153ffca4d2874215d7a762e689ce00ac36873e48aa6825457310041ab", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "evidence": {"match": "print(\"  export PARALLEL_API_KEY='<redacted>'    (primary - Parallel Chat API)", "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|token|48|print export parallel_api_key redacted primary - parallel chat api"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": 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{"startLine": 155}}}]}, {"ruleId": "QUAL007", "level": "error", "message": {"text": "Imported but never used"}, "properties": {"repobilityId": 22348, "scanner": "repobility", "fingerprint": "83c7c192343720aa0ca2eaa1bf4f95a7", "category": "quality", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "unused import: redlining.RedliningValidator (as RedliningValidator)", "aljefra_cwe": null, "aljefra_owasp": null, "aljefra_pattern_slug": "dead-imports"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "/tank0/claude-archive/opus47/K-Dense-AI__scientific-agent-skills/scientific-skills/xlsx/scripts/office/validators/__init__.py"}, "region": {"startLine": 8}}}]}, {"ruleId": "QUAL007", "level": "error", "message": {"text": "Imported but never used"}, "properties": {"repobilityId": 22347, "scanner": "repobility", "fingerprint": "24e6ced80a5d5c15bba6c0b8bfd69489", "category": "quality", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "unused import: pptx.PPTXSchemaValidator (as PPTXSchemaValidator)", "aljefra_cwe": null, "aljefra_owasp": null, "aljefra_pattern_slug": "dead-imports"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "/tank0/claude-archive/opus47/K-Dense-AI__scientific-agent-skills/scientific-skills/xlsx/scripts/office/validators/__init__.py"}, "region": {"startLine": 7}}}]}, {"ruleId": "QUAL007", "level": "error", "message": {"text": "Imported but never used"}, "properties": {"repobilityId": 22346, "scanner": "repobility", "fingerprint": "85694bc2af7a02f095588c9bff137091", "category": "quality", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "unused import: docx.DOCXSchemaValidator (as DOCXSchemaValidator)", "aljefra_cwe": null, "aljefra_owasp": null, "aljefra_pattern_slug": "dead-imports"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "/tank0/claude-archive/opus47/K-Dense-AI__scientific-agent-skills/scientific-skills/xlsx/scripts/office/validators/__init__.py"}, "region": {"startLine": 6}}}]}, {"ruleId": "QUAL007", "level": "error", "message": {"text": "Imported but never used"}, "properties": {"repobilityId": 22345, "scanner": "repobility", "fingerprint": "2375ce842c46f9fe5dbd48ae7e62db3f", "category": "quality", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "unused import: base.BaseSchemaValidator (as BaseSchemaValidator)", "aljefra_cwe": null, "aljefra_owasp": null, "aljefra_pattern_slug": "dead-imports"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "/tank0/claude-archive/opus47/K-Dense-AI__scientific-agent-skills/scientific-skills/xlsx/scripts/office/validators/__init__.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "TEST001", "level": "error", "message": {"text": "Phantom test coverage \u2014 test files without real assertions"}, "properties": {"repobilityId": 18995, "scanner": "repobility", "fingerprint": "04ab254c43e5becee33dfe006717ee48", "category": "test_quality", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"snippet": "test_* without asserts: test_environment", "aljefra_cwe": ["CWE-1126"], "aljefra_owasp": null, "aljefra_pattern_slug": "phantom-test-coverage"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scientific-skills/stable-baselines3/scripts/custom_env_template.py"}, "region": {"startLine": 244}}}]}, {"ruleId": "TEST001", "level": "error", "message": {"text": "Phantom test coverage \u2014 test files without real assertions"}, "properties": {"repobilityId": 18994, "scanner": "repobility", "fingerprint": "428eee0ee0ec41ed4929a63442054353", "category": 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