notebooklm-mcp-cli: Skill for Claude Code

.agents/skills/verify/SKILL.md

verify is a skill for Claude Code, Codex from Robiton/notebooklm-mcp-cli. It costs 96 tokens per session (956 once invoked), scanned A, original, from a forked repository, MIT.

A structured checklist for checking whether completed work is actually supported by evidence. It requires stating each claim, checking it at the appropriate level, and inspecting files, output, or tests rather than relying only on a successful command.

In plain words
What is it for?
It helps verify code changes, documentation, rendered pages, counts, and other claims before reporting a task as done.
Why use it?
It reduces the risk of declaring work finished when only a lower-level check, such as compilation, has succeeded.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths; mentions Claude Code; installed under .agents/ (shared by several agents).

This is Robiton/notebooklm-mcp-cli's own configuration. It tells Claude Code and Codex how to work on notebooklm-mcp-cli itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything notebooklm-mcp-cli configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Robiton/notebooklm-mcp-cli. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Robiton/notebooklm-mcp-cli/main/.agents/skills/verify/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Robiton/notebooklm-mcp-cli

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for verify

README.md
[![agentmods](https://agentmods.dev/badge/skills/robiton/notebooklm-mcp-cli/verify/github.svg)](https://agentmods.dev/skills/robiton/notebooklm-mcp-cli/verify)
Your own site
<a href="https://agentmods.dev/skills/robiton/notebooklm-mcp-cli/verify"><img src="https://agentmods.dev/badge/skills/robiton/notebooklm-mcp-cli/verify/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for verify

Your own site · 80×15
<a href="https://agentmods.dev/skills/robiton/notebooklm-mcp-cli/verify"><img src="https://agentmods.dev/badge/skills/robiton/notebooklm-mcp-cli/verify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 96 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 956 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin fork From a forked repository.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00096 $0.00956
Opus 5.5 $0.00038 $0.00382
Sonnet 5.5 $0.00019 $0.00191
Haiku 4.5 $0.00010 $0.00096

Measured 12d ago against content hash 96770a0d061c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

verify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/verify/SKILL.md · 82 lines

How it starts

The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Verify

A verification pass for work that is about to be called done. "It ran" is not verification — this skill checks the claim, at the right layer, with evidence, and reports calibrated. It is the invocable form of ai/PLANNING.md → Verification; that file is the source of truth.

The pass — run every step

1. Restate the claims

List what "done" is claiming, explicitly. One line each. ("The parser handles quoted commas." "The README matches the new flags." "All 14 call sites were updated.") If a claim can't be stated, it can't be verified — go back and scope it.

2. Verify each claim at its own layer

  • If the claim is "the output is correct" — look at the output, not the exit code.
  • If the claim is "the page renders" — render the page, not just the build.
  • If the claim is "N things were changed" — count them.
  • Exit code 0, "it compiles," and "the diff looks right" only prove the layer below the claim.

3. Use evidence you didn't generate

Re-open the file that was written. Run the code or its tests. Diff before against after. Screenshot and read the screenshot. Intention is not evidence; observation is.

4. Sample the tails

Check the first item, the last item, and the weirdest item — empty input, unicode, the boundary value. Happy-path spot checks hide the failures that matter.

Read the full file on GitHub · 82 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 82 lines · 96 tokens per session scan A 96770a0d061c

Subscribe to this mod's changes

verify is a skill published in the GitHub repository Robiton/notebooklm-mcp-cli (0 stars, last pushed 5d ago), licensed MIT. It adds 96 tokens to every session and 956 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. It comes from a forked repository.

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