Skill
nblm/SKILL
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.
○ declared by the publisher, as-isSafety
Safety · gateassessed 3mo ago
B3 severity-bearing · 37 informational
Graded from 3 severity-bearing findings on this release.
A gate; it passes or fails, never weighed against price or quality.
Reliability & Quality
n/a
Reliability & Qualityassessed 3mo ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Findings with severity, graded on the same letter scale as safety.
not assessed
Cost
n/a
Costassessed 3mo ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Declared external service dependencies. Never a monetary figure.
not assessed
Popularity
n/a
Popularity · not a figureassessed 3mo ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Context read off the linked repository. It enters no ranking and no grade.
not assessed
Performance tested for◌ not assessed
no controlled task evaluation on this release
Repo◌ not assessed
Vettd Note
No Vettd note yet for this asset.
Best for
Not for
Re-assessed 3mo ago · 1 of 7 categories assessed
Record lookup
◌ Vettd does not install assets; this record describes a copy you obtain yourself.
Custody chain○ no source link recorded
Unknown author ◐repo △ not assessedversion = △ no commit pinnedsha256:cmro…3umd ◐ signature △ not assessedlicense △ none declaredrecord cdba1759-46c4-4a5e-aade-403c25a69d81 · live
Evidence · 1 of 7 categories · 40 signals
Safety● gradedBmost recent 3mo ago40 signals
how it was established40 signals · vettd · scan
show
References external URL — review for indirect prompt injection riskflaggedExternal URL(s) detected in references/api_reference.md — referenced content can change after auditvettd · scan · 3moMedium
Safety bypass flag detectedflaggedDetected in scripts/cleanup_manager.py:238 — `python cleanup_manager.py --confirm --force`vettd · scan · 3moLow
Safety bypass flag detectedflaggedDetected in scripts/init_platform.py:246 — `print(f" Use --force to overwrite")`vettd · scan · 3moLow
Description includes usage contextflaggedGood: description explains when to activate the skillvettd · scan · 3moInfo
Structured output formatflaggedscripts/auth_manager.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
CLI help supportedflaggedscripts/init_platform.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
CLI help supportedflaggedscripts/cleanup_manager.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
No --help supportflaggedscripts/patchright_auth.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
CLI help supportedflaggedscripts/setup_environment.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
Structured output formatflaggedscripts/sync_manager.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
No --help supportflaggedscripts/notebooklm_wrapper.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
SKILL.md presentflaggedRequired skill definition file foundvettd · scan · 3moInfo
No examples foundflaggedAdd code blocks, input/output samples, or before/after examples to improve agent accuracyvettd · scan · 3moInfo
CLI help supportedflaggedscripts/nblm_cli.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
No --help supportflaggedscripts/run.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
Valid name fieldflaggedName "nblm" follows spec (lowercase, hyphens, ≤64 chars)vettd · scan · 3moInfo
Progressive disclosure usedflaggedSKILL.md body references files in references/, scripts/, or assets/ — agents can load additional context on demand instead of consuming everything upfrontvettd · scan · 3moInfo
No --help supportflaggedscripts/config.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
No evaluation test casesflaggedAdd an evals/ directory with test prompts and expected outputs to measure skill qualityvettd · scan · 3moInfo
CLI help supportedflaggedscripts/notebook_manager.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
SKILL.md body length is reasonableflagged181 lines (recommended: under 500)vettd · scan · 3moInfo
No --help supportflaggedscripts/agent_browser_client.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
CLI help supportedflaggedscripts/ask_question.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
Structured output formatflaggedscripts/agent_browser_client.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
CLI help supportedflaggedscripts/daemon_watchdog.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
references/ directory presentflaggedAdditional documentation files available for progressive disclosurevettd · scan · 3moInfo
Structured output formatflaggedscripts/artifact_manager.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
CLI help supportedflaggedscripts/source_manager.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
scripts/ directory presentflaggedBundled executable scripts foundvettd · scan · 3moInfo
Structured output formatflaggedscripts/account_manager.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
Structured output formatflaggedscripts/nblm_cli.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
No secrets or unsafe code patterns detectedflaggedScanned all files for credentials, private keys, and code-level risks (eval, shell exec, destructive ops)vettd · scan · 3moInfo
No prompt injection or jailbreak signals detectedflaggedScanned text content for instruction override, jailbreak framing, credential solicitation, and embedded injection markersvettd · scan · 3moInfo
No repository linkflaggedNo repository field found in SKILL.md frontmatter. Skills without a verifiable source repository cannot be externally audited.vettd · scan · 3moInfo
Description within character limitflagged265/1024 characters usedvettd · scan · 3moInfo
CLI help supportedflaggedscripts/artifact_manager.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
No --help supportflaggedscripts/sync_manager.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
Step-by-step workflow foundflaggedStructured procedures improve reliability for complex tasksvettd · scan · 3moInfo
No --help supportflaggedscripts/account_manager.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
CLI help supportedflaggedscripts/auth_manager.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
Reliability & Quality◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into reliability & quality for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Performance◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into performance for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Cost◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into cost for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Compatibility◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into compatibility for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Popularity◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into popularity for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Characteristics◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into characteristics for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Coverage1 of 7 categories assessed · shown
Safety
✓ assessed
assessed as findings and a letter grade, not as signals
Reliability & Quality
△ not assessed
no producer has emitted for this category
Performance
△ not assessed
no producer has emitted for this category
Cost
△ not assessed
no producer has emitted for this category
Compatibility
△ not assessed
no producer has emitted for this category
Popularity
△ not assessed
no producer has emitted for this category
Characteristics
△ not assessed
no producer has emitted for this category
Freshness & re-evaluation
assessed3mo ago · Vettd core○ untracked
source stateThis asset is not yet covered by scheduled change detection.
re-check policyno re-check is scheduled for this assetnot scheduled
re-run whena new release ships, the upstream source changes, or the scanner ruleset is revisednot scheduled
Limitations & open conflicts
limitationReliability & Quality, Performance, Cost, Compatibility, Popularity, Characteristics are not assessed: behaviour there is unmeasured, not clean△ gap
conflictno two sources report the same quantity on this record
Verify: does this record describe your copy?
What record cdba1759-46c4-4a5e-aade-403c25a69d81 covers
scannerv1△ superseded by v11
validityassessed 3mo ago · Staleness unknown
this record was taken at digest sha256:cmrodmlmt1jd… compare it against the digest your own scan prints
Reproduce: re-run the evidence yourself
runs the same scanners against your own copy; the published record is never overwritten
How this record comparesagainst other published records · full comparison →
Signal kinds
▲ finding: something to act on, carries a severity● measurement: a reproducible quantityƒ estimate: inferred from a sample▪ fact: read directly off the artifact◆ classification: assigned from a taxonomy◌ nothing found: a producer looked and emitted no object◇ context only: described, never graded
Custody marks◐ computed by vettd○ declared by the publisher, as-is△ not assessed: nothing looked