{"data":{"skill":{"slug":"zhanlincui-notebooklm","name":"notebooklm","icon":"📦","repo":"https://github.com/ZhanlinCui/Ultimate-Agent-Skills-Collection/tree/main/notebooklm","status":"approved","author":"ZhanlinCui","authorVersion":null,"skillstoreRevision":null},"audit":{"id":"214a49b1-461e-485e-bdc4-927d794f52cd","skill_id":"bf3bc32d-a9fa-4d5a-b31a-fc070720c6fd","version":1,"content_hash":"b3918250725e10279f1f3034cf3d4278","risk_level":"low","is_blocked":false,"safe_to_publish":true,"analysis_status":"ok","agent_auto_install_policy":null,"manual_install_policy":null,"summary":"This skill is a legitimate Google NotebookLM integration using browser automation. The static findings are false positives triggered by: (1) shell command examples in documentation, (2) Playwright browser automation code for Google authentication, (3) network requests to Google's legitimate NotebookLM service. The combination of code execution + network + credentials is expected behavior for this type of integration skill.","remediation":[],"risk_factor_evidence":[{"factor":"external_commands","evidence":[{"file":"references/api_reference.md","line_end":160,"line_start":160},{"file":"scripts/__init__.py","line_end":53,"line_start":53},{"file":"scripts/setup_environment.py","line_end":54,"line_start":54}]},{"factor":"network","evidence":[{"file":"scripts/auth_manager.py","line_end":114,"line_start":114},{"file":"scripts/ask_question.py","line_end":80,"line_start":80}]},{"factor":"filesystem","evidence":[{"file":"scripts/auth_manager.py","line_end":164,"line_start":163},{"file":"SKILL.md","line_end":193,"line_start":193}]},{"factor":"env_access","evidence":[{"file":"requirements.txt","line_end":10,"line_start":10}]}],"critical_findings":[],"high_findings":[{"title":"Browser Automation with Credentials","locations":[{"file":"scripts/auth_manager.py","line_end":120,"line_start":104},{"file":"scripts/ask_question.py","line_end":77,"line_start":66}],"confidence":0.95,"description":"Uses Playwright for browser automation with persistent authentication state. This is standard for skills that integrate with web services requiring login.","confidence_reasoning":"Legitimate browser automation for Google NotebookLM authentication. Uses Playwright with persistent context to maintain session cookies."}],"medium_findings":[{"title":"Shell Command Execution in Scripts","locations":[{"file":"scripts/__init__.py","line_end":53,"line_start":53},{"file":"scripts/__init__.py","line_end":65,"line_start":65},{"file":"scripts/setup_environment.py","line_end":54,"line_start":54}],"confidence":0.9,"description":"Python subprocess calls for environment setup (venv creation, pip install, patchright install). These are required for skill initialization.","confidence_reasoning":"Subprocess calls are used for legitimate environment setup (creating venv, installing dependencies). Arguments are hardcoded strings, no user input injection."},{"title":"Network Requests to Google Services","locations":[{"file":"scripts/auth_manager.py","line_end":114,"line_start":114},{"file":"scripts/ask_question.py","line_end":80,"line_start":80}],"confidence":0.95,"description":"Hardcoded URLs for Google NotebookLM API endpoints. Required for integration functionality.","confidence_reasoning":"Network requests go to notebooklm.google.com - Google's legitimate service. No data exfiltration to external servers."}],"low_findings":[{"title":"Filesystem Access for Data Storage","locations":[{"file":"scripts/auth_manager.py","line_end":164,"line_start":163},{"file":"scripts/notebook_manager.py","line_end":58,"line_start":58}],"confidence":0.9,"description":"Accesses local filesystem to store notebook library, authentication state, and browser profile. Standard for persistent skill data.","confidence_reasoning":"Filesystem access is for storing skill data in ~/.claude/skills/notebooklm/data/ - standard skill storage location. No sensitive system files accessed."},{"title":"Environment Variable Access","locations":[{"file":"requirements.txt","line_end":10,"line_start":10}],"confidence":0.95,"description":"Uses dotenv for optional configuration. Standard skill configuration pattern.","confidence_reasoning":"dotenv usage is for reading optional .env configuration file. No automatic environment variable exposure."}],"dangerous_patterns":[],"files_scanned":15,"total_lines":3425,"audit_model":"claude","audited_at":"2026-02-24T09:25:10.514+00:00","created_at":"2026-02-24T15:49:00.740395+00:00","static_findings":[],"finding_verdicts":[],"semantic_findings":[],"subject_marketplace_commit_sha":null,"subject_content_hash":null,"subject_tree_hash":null,"subject_plugin_path":null,"audit_payload_hash":null,"confirmed_risk_level":null,"scanner_version":null,"policy_version":null,"subject":{"marketplaceCommitSha":null,"contentHash":null,"treeHash":null,"pluginPath":null,"auditPayloadHash":null},"scannerVersion":null,"policyVersion":null},"auditTranslation":null,"localization":{"requestedLocale":"en","contentLocale":"en","availableLocales":["en"],"fallbackToEnglish":false},"attestation":{"availability":"not_attestable","url":null,"status":null,"reason":"canonical install advisories are incomplete"},"trust":{"publicState":"public","auditState":"complete","auditCurrentness":null,"confirmedRiskLevel":"safe","confirmedFindingCount":0,"capabilityReviewCount":5,"needsReviewCount":0,"falsePositiveCount":0,"agentAutoInstallPolicy":null,"manualInstallPolicy":null,"artifactSignatureState":"available","attestationState":"not_attestable","verificationState":"not_verified"},"isLatest":false}}