notebooklm-memory SKILL.md skillA
notebooklm-memory from tekkiiiii/the-agency is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tekkiiiii/the-agency/notebooklm-memory@git:20261007.04729edPins git:20261007.04729ed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tekkiiiii/the-agency
- Path
skills/notebooklm-memory/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261007.04729ed, committed Oct 7, 2026
- First version recorded
- May 18, 2026
- Size
- 7,255 bytes
- Repository stars
- 6
- License
- none declared
Use to query, curate or audit Google NotebookLM research notebooks: market data, tech best practices, industry patterns. Modes QUERY, CURATE (add sources, create/tag notebooks), AUDIT (stale notebooks). Uses mcp__notebooklm-mcp__* tools and reads the notebook registry (if one exists) first.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# notebooklm-research
description: "Topic-based research library via Google NotebookLM MCP. Query curated domain notebooks for market data, tech best practices, and industry patterns. Three modes: QUERY (ask questions across notebooks), CURATE (add sources, create/tag notebooks), AUDIT (check source counts, surface stale notebooks). All operations use mcp__notebooklm-mcp__* MCP tools — no CLI. Registry-first: every operation starts by reading {agency-root}/memory/notebooklm-registry.md, if it exists."
> `{agency-root}` resolves to `$AGENCY_HOME`, else `$CLAUDE_CONFIG_DIR`, else the default Claude Code config directory — see `docs/HOOKS.md` for the exact resolution order.
## Activation
**Explicit:** User says "/notebooklm-memory", "/notebooklm-research", "query research notebooks", "add source to notebook", "create a research notebook"
**Intent detection:**
- "What does the research say about Vietnamese SMEs?"
- "Look up AI agent patterns in the notebooks"
- "Add this URL to the market research notebook"
- "Create a new research notebook for fintech"
- "How many sources are in the market notebook?"
- "What do we know about Supabase best practices?"
## Prerequisites
…Read the whole file at its exact version.
How to install
mdr add tekkiiiii/the-agency/notebooklm-memory@sha256:e2f5e007ab0ed8e9The line at the top of this page pins the label git:20261007.04729ed, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_f4z3jo65ziqxgyxh)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 18, 2026 and Oct 7, 2026, about one every 47 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.04729ed latest | 2026-10-07 | 04729ed | 7,255 B | A | view · diff |
| git:20260813.2c449f9 | 2026-08-13 | 2c449f9 | 6,915 B | C | view · diff |
| git:20260716.3087153 | 2026-07-16 | 3087153 | 6,571 B | C | view · diff |
| git:20260518.ef24321 | 2026-05-18 | ef24321 | 6,567 B | C | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7255 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tekkiiiii/the-agency · 6 stars · license none declared · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f4z3jo65ziqxgyxh GET https://markdownregistry.com/api/v1/resolve?ref=tekkiiiii/the-agency/notebooklm-memory GET https://markdownregistry.com/api/v1/blob/e2f5e007ab0ed8e91358e96d3d23d1699124542149c90dfb71ba3077dc11b7e7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.