{"slug":"agricidaniel-blog-notebooklm","name":"blog-notebooklm","description":"Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\".","long_description":"---\nname: blog-notebooklm\ndescription: >\n  Query Google NotebookLM notebooks for source-grounded, citation-backed\n  answers from user-uploaded documents. Manages notebook library, handles\n  Google authentication, and supports smart discovery. Works standalone\n  via /blog notebooklm or internally from blog-write and blog-researcher\n  for source-grounded research context. Falls back gracefully when not configured.\n  Use when user says \"notebooklm\", \"notebook\", \"query notebook\",\n  \"ask notebook\", \"notebook research\", \"source grounded research\",\n  \"document query\", \"notebook library\".\nuser-invokable: true\nargument-hint: \"[ask|discover|library|setup|status|cleanup] [question-or-url]\"\nlicense: MIT\nmetadata:\n  author: AgriciDaniel\n  version: \"1.11.0\"\n  source: \"https://github.com/PleasePrompto/notebooklm-skill\"\n---\n\n# Blog NotebookLM: Source-Grounded Research from Your Documents\n\nQuery Google NotebookLM notebooks directly from Claude Code for citation-backed\nanswers from Gemini. Each question opens a headless browser session, retrieves\nthe answer from your uploaded documents, and closes. Responses are\nsource-grounded model answers, not proof of truth: uploaded documents may be\nprimary or secondary, and the answer can still omit context.\n\nAnswers satisfy the FLOW evidence triple only when the returned citation includes\na verifiable underlying source URL plus a publication or retrieval date. Use the\nunderlying source title as the inline citation. Do not cite the private NotebookLM\nURL as the bibliography entry for public content.\n\n## Quick Reference\n\n| Command | What it does |\n|---------|-------------|\n| `/blog notebooklm ask <question>` | Query a notebook for source-grounded answers |\n| `/blog notebooklm discover <url>` | Smart-discover notebook content before cataloging |\n| `/blog notebooklm library list` | List all notebooks in library |\n| `/blog notebooklm library add <url>` | Add a notebook to library |\n| `/blog notebooklm library search <query>` | Search notebooks by keyword |\n| `/blog notebooklm library remove <id>` | Remove a notebook from library |\n| `/blog notebooklm setup` | One-time Google authentication (browser visible) |\n| `/blog notebooklm status` | Check authentication status |\n| `/blog notebooklm cleanup` | Clean browser state (preserves library) |\n\n## Prerequisites\n\n- Google account with NotebookLM access\n- Python 3.11+ (venv managed automatically by `run.py`)\n- Google Chrome (installed automatically on first run via Patchright)\n- One-time authentication setup (interactive Google login in visible browser)\n\n## Always Use run.py Wrapper\n\n**NEVER call scripts directly. ALWAYS use `python3 scripts/run.py [script]`:**\n\n```bash\n# CORRECT:\npython3 scripts/run.py auth_manager.py status\npython3 scripts/run.py ask_question.py --question \"...\"\n\n# Do not call files under scripts/ directly. The wrapper owns venv setup.\n```\n\nThe `run.py` wrapper automatically creates `.venv`, installs dependencies,\nsets up Chrome, and executes the target script.\n\n## Auth Check (Gate Pattern)\n\nBefore any query operation, check authentication:\n\n```bash\npython3 scripts/run.py auth_manager.py status\n```\n\n- If authenticated: proceed with the query\n- If not authenticated: inform user and guide to setup:\n  \"NotebookLM requires Google login. Run `/blog notebooklm setup` to authenticate.\"\n- **When called internally** (from blog-write or blog-researcher): return silently\n  with no error if not authenticated. Never block the writing workflow.\n\n## Setup Workflow\n\nFor `/blog notebooklm setup`:\n\n```bash\n# Opens a visible browser for manual Google login (one-time)\npython3 scripts/run.py auth_manager.py setup\n```\n\nTell the user: \"A browser window will open. Please log in to your Google account.\"\nAuthentication persists via browser profile + cookie injection (hybrid approach).\n\nOther auth commands:\n```bash\npython3 scripts/run.py auth_manager.py status   # Check auth\npython3 scripts/run.py auth_manager.py reauth   # Re-authenticate\npython3 scripts/run.py auth_manager.py clear     # Clear all auth data\n```\n\n## Query Workflow\n\nFor `/blog notebooklm ask <question>`:\n\n### Step 1: Check Auth\nRun auth check (see gate pattern above). If not authenticated, guide to setup.\n\n### Step 2: Resolve Notebook\nDetermine which notebook to query:\n- If `--notebook-url` provided: validate it is a NotebookLM notebook URL, then use it\n- If `--notebook-id` provided: look up in library\n- If neither: use active notebook from library\n- If no active notebook: show library and ask user to select\n\n### Step 3: Ask the Question\n```bash\n# Basic query (uses active notebook)\npython3 scripts/run.py ask_question.py --question \"Your question here\"\n\n# Query specific notebook by ID\npython3 scripts/run.py ask_question.py --question \"...\" --notebook-id notebook-id\n\n# Query by URL directly\npython3 scripts/run.py ask_question.py --question \"...\" --notebook-url \"https://...\"\n\n# JSON output (for internal/programmatic use)\npython3 scripts/run.py ask_question.py --question \"...\" --json\n\n# Show browser for debugging\npython3 scripts/run.py ask_question.py --question \"...\" --show-browser\n```\n\n### Step 4: Analyze and Follow Up\nEvery response ends with a follow-up prompt. **Required behavior:**\n1. **STOP**: do not immediately respond to the user\n2. **ANALYZE**: compare the answer to the user's original request\n3. **IDENTIFY GAPS**: determine if more information is needed\n4. **ASK FOLLOW-UP**: if gaps exist, immediately ask a follow-up question\n5. **REPEAT**: continue until information is complete\n6. **SYNTHESIZE**: combine all answers before responding to the user\n\n## Smart Discovery Workflow\n\nFor `/blog notebooklm discover <url>`:\n\nWhen adding a notebook without knowing its content, query it first:\n\n```bash\n# Step 1: Discover content\npython3 scripts/run.py ask_question.py \\\n  --question \"What is the content of this notebook? What topics are covered? Provide a complete overview briefly and concisely\" \\\n  --notebook-url \"<URL>\"\n\n# Step 2: Add with discovered metadata\npython3 scripts/run.py notebook_manager.py add \\\n  --url \"<URL>\" \\\n  --name \"<Based on content>\" \\\n  --description \"<Based on content>\" \\\n  --topics \"<Extracted topics>\"\n```\n\n**NEVER guess or use generic descriptions.** Always discover or ask the user.\n\n## Library Management\n\n```bash\n# List all notebooks\npython3 scripts/run.py notebook_manager.py list\n\n# Add notebook (all params required -- discover or ask user!)\npython3 scripts/run.py notebook_manager.py add \\\n  --url \"https://notebooklm.google.com/notebook/...\" \\\n  --name \"Descriptive Name\" \\\n  --description \"What this notebook contains\" \\\n  --topics \"topic1,topic2,topic3\"\n\n# Search by keyword\npython3 scripts/run.py notebook_manager.py search --query \"keyword\"\n\n# Set active notebook\npython3 scripts/run.py notebook_manager.py activate --id notebook-id\n\n# Remove notebook\npython3 scripts/run.py notebook_manager.py remove --id notebook-id\n\n# Library statistics\npython3 scripts/run.py notebook_manager.py stats\n```\n\n## Internal API (for blog-write / blog-researcher)\n\nWhen invoked as a Task subagent from blog-write or blog-researcher:\n\n**Input** (provided by calling skill):\n- `question`: Research question relevant to the blog topic\n- `notebook_id` or `notebook_url`: Which notebook to query\n- `context`: \"internal\" (signals graceful fallback mode)\n\n**Process:**\n1. Check auth status: if not authenticated, return empty result silently\n2. Query the notebook with the research question\n3. Parse and return structured response\n\n**Output** (returned to calling skill):\n```markdown\n### NotebookLM Research\n- **Source:** [Notebook name]\n- **Question:** [What was asked]\n- **Answer:** [Source-grounded response from user's documents]\n- **Underlying Source:** [Public source URL or document identifier]\n- **Underlying Source Date:** [Publication date or retrieval date]\n- **Source Quality:** [Tier 1-3 after classifying the underlying document]\n```\n\n**Graceful fallback:** If auth is missing or query fails, return immediately\nwith no error. The calling workflow continues with WebSearch-based research.\nNever block blog-write or blog-rewrite because NotebookLM is unavailable.\n\n## Data Storage\n\nAll data stored inside the skill directory:\n- `data/library.json`: Notebook metadata and library\n- `data/auth_info.json`: Authentication status\n- `data/browser_state/`: Chrome profile with cookies\n\n**Security:** All data directories are gitignored. Never commit auth or browser state.\n\n## Error Handling\n\n| Error | Resolution |\n|-------|-----------|\n| Not authenticated | Run `/blog notebooklm setup` |\n| ModuleNotFoundError | Always use `run.py` wrapper |\n| Browser crash | `cleanup_manager.py --confirm --preserve-library`, then re-auth |\n| Rate limit (50/day) | Wait until midnight PST or switch Google account |\n| Notebook not found | Check with `notebook_manager.py list` |\n| Query timeout (120s) | Retry with simpler question or `--show-browser` to debug |\n| MCP unavailable (internal) | Return silently: writing workflow uses WebSearch |\n\n## Limitations\n\n- No session persistence (each question = new browser session)\n- Rate limits on free Google accounts (50 queries/day)\n- Manual upload required (user must add docs to NotebookLM web UI)\n- Browser overhead (few seconds per question for launch + teardown)\n- Local Claude Code only (not available in web UI)\n\n## Reference Documentation\n\nLoad on-demand: do NOT load all at startup:\n- `references/commands.md`: Full CLI commands, parameters, and workflow patterns\n- `references/troubleshooting.md`: Error solutions, recovery procedures, debugging\n","tagline":"Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. 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blog-notebooklm"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":48,"weight":0.07,"status":"warn","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"2.0K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"2.0K stars, 333 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"9d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm"},{"status":"pass","label":"Review status","detail":"AI review data 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Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":36,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. 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Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate blog-notebooklm before installing it in an agent workflow","research","Document processing workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm"]},{"id":"trust_score","label":"Trust score","status":"warn","score":81,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","2.0K GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":84,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":36,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"9d since push","evidence":["9d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":48,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Browser automation: medium","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm/evals","api":"/api/agent/evals?slug=agricidaniel-blog-notebooklm","text":"/api/agent/evals?slug=agricidaniel-blog-notebooklm&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"agricidaniel-blog-notebooklm","name":"blog-notebooklm","description":"Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\".","category":"research","url":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm","github_repo":"AgriciDaniel/claude-blog"},"suited_tasks":["Document processing workflows","Claude Code teams","teams that value GitHub adoption signals","Read uploaded files","Extract structured fields","Prepare clean context for downstream agents","Chunk documents","Create embeddings"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add agricidaniel-blog-notebooklm"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"blog-notebooklm\" agent skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"blog-notebooklm\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"blog-notebooklm\" from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/agricidaniel-blog-notebooklm/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-notebooklm"},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2.0K GitHub stars","repoActivity":"2.0K stars, 333 forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm","install":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":80,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Document processing","maintenance":"9d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use blog-notebooklm in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 81/100 Strong shortlist","Audit: 84/100 Needs review","Safety: 36/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-blog-notebooklm (blog-notebooklm)","install_command":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"agricidaniel-blog-notebooklm","task":"Use blog-notebooklm in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-blog-notebooklm","audit":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-blog-notebooklm&task=Use%20blog-notebooklm%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20blog-notebooklm%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20blog-notebooklm%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-blog-notebooklm/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-notebooklm"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"agricidaniel-blog-notebooklm","name":"blog-notebooklm","description":"Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\".","category":"research","url":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm","github_repo":"AgriciDaniel/claude-blog"},"suited_tasks":["Document processing workflows","Claude Code teams","teams that value GitHub adoption signals","Read uploaded files","Extract structured fields","Prepare clean context for downstream agents","Chunk documents","Create embeddings"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add agricidaniel-blog-notebooklm"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"blog-notebooklm\" agent skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"blog-notebooklm\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"blog-notebooklm\" from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/agricidaniel-blog-notebooklm/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-notebooklm"},"trust":{"score":81,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2.0K GitHub stars","repoActivity":"2.0K stars, 333 forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm","install":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":80,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Document processing","maintenance":"9d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use blog-notebooklm in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 81/100 Strong shortlist","Audit: 84/100 Needs review","Safety: 36/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"agricidaniel-blog-notebooklm (blog-notebooklm)","install_command":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"agricidaniel-blog-notebooklm","task":"Use blog-notebooklm in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm","api":"https://www.openagentskill.com/api/agent/skills/agricidaniel-blog-notebooklm","audit":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=agricidaniel-blog-notebooklm&task=Use%20blog-notebooklm%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20blog-notebooklm%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20blog-notebooklm%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/agricidaniel-blog-notebooklm/install","manifest":"https://www.openagentskill.com/api/registry/manifest/agricidaniel-blog-notebooklm"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Document processing","description":"I need my agent to read PDFs, extract tables, and turn documents into structured data.","useCases":[{"slug":"document-processing","title":"Document processing"},{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"research-agents","title":"Research agents"}]},"applicableAgents":["Claude Code","Browser agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":2016,"starsLabel":"2.0K","forks":333,"license":"MIT","qualityScore":80,"trustScore":81,"auditScore":84},"maintenance":{"status":"fresh","label":"9d since push","daysSincePush":9,"lastPushedAt":"2026-08-28T04:26:07+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access","Needs review"]},"coverageTags":["Research","Document processing","agent-skill"]},"audit":{"audit_score":84,"risk_level":"needs_review","risk_label":"Needs review","quality_score":80,"trust_score":81,"maintenance_score":100,"security_score":81,"install_score":92,"warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":23.13,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","Browser agents"],"use_cases":[{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"}],"stacks":[{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"}],"install":"npx skills add AgriciDaniel/claude-blog --skill blog-notebooklm","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add agricidaniel-blog-notebooklm","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"blog-notebooklm\" agent skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"blog-notebooklm\" as a Claude Code skill from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"blog-notebooklm\" from https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Query Google NotebookLM notebooks for source-grounded, citation-backed answers from user-uploaded documents. Manages notebook library, handles Google authentication, and supports smart discovery. Works standalone via /blog notebooklm or internally from blog-write and blog-researcher for source-grounded research context. Falls back gracefully when not configured. Use when user says \"notebooklm\", \"notebook\", \"query notebook\", \"ask notebook\", \"notebook research\", \"source grounded research\", \"document query\", \"notebook library\". After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"agricidaniel-blog-notebooklm\",\"task\":\"Install blog-notebooklm\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm","github_repo":"AgriciDaniel/claude-blog","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/agricidaniel-blog-notebooklm","repository":"https://github.com/AgriciDaniel/claude-blog/tree/main/brain/.raw/sources/claude-blog-skill/skills/blog-notebooklm","api":"/api/agent/skills/agricidaniel-blog-notebooklm","install_api":"/api/skills/agricidaniel-blog-notebooklm/install"},"meta":{"created_at":"2026-09-02T03:42:32.630503+00:00","updated_at":"2026-09-02T03:42:32.707072+00:00","agent_friendly":true}}