notebook-kb SKILL.md skillA
notebook-kb from marcosnahuel/antigravity-plugin-cc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add marcosnahuel/antigravity-plugin-cc/notebook-kb@git:20260622.9ae34eePins git:20260622.9ae34ee in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- marcosnahuel/antigravity-plugin-cc
- Path
plugins/antigravity/skills/notebook-kb/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260622.9ae34ee, committed Jun 22, 2026
- First version recorded
- Jun 22, 2026
- Size
- 5,283 bytes
- Repository stars
- 32
- License
- MIT
Use the notebook knowledge base (the local SQLite RAG /agy:notebook builds from a folder of documents) to do precise, grounded, cited work — total amounts by category, find every doc that mentions a person/organization, build a timeline, export a table — instead of re-reading prose and burning Claude's context. Trigger on "sum the amounts", "which docs mention X", "build a timeline", "who/what/when across these documents", or any aggregate/lookup over an analyzed corpus.
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
# notebook-kb — work against the local document RAG `/agy:notebook <folder> | <objective>` analyzes a folder of documents and compiles a **queryable SQLite database** `docs/agy/notebook/<slug>/notebook.db`: `documents, chunks (+FTS5 / optional vectors), entities, events, relations, citations`. Every fact row carries a `quote` and a source document. This skill is how you USE that DB to do real work — deterministically, with citations, and without pulling the documents back into Claude's context. ## Decision gate — when to use the DB - **Use the DB** (`/agy:notebook-query`) for **structured / aggregate / grounding** work: totals of amounts by category, "which documents mention <person/org/term>", timelines, entity rosters, exporting a table, verifying a figure against its source. SQL is exact and auditable; prose is not. - **Use `/agy:notebook-ask`** for an open-ended **prose** answer grounded in the summaries. - **Build/refresh first** if needed: if `notebook.db` is missing → run `/agy:notebook <folder> | <objective>`. If it's older than the newest `*.facts.json` → rebuild (Phase 1.5): …
Read the whole file at its exact version.
How to install
mdr add marcosnahuel/antigravity-plugin-cc/notebook-kb@sha256:c4feff49dd533cfeThe line at the top of this page pins the label git:20260622.9ae34ee, 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_3kjogwijtitjkzp7)
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Versions
The registry has recorded 4 versions of this file, all committed on Jun 22, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260622.9ae34ee latest | 2026-06-22 | 9ae34ee | 5,283 B | A | view · diff |
| git:20260622.7469df3 | 2026-06-22 | 7469df3 | 5,281 B | A | view · diff |
| git:20260622.a3cfdcb | 2026-06-22 | a3cfdcb | 4,507 B | A | view · diff |
| git:20260622.7f17bb5 | 2026-06-22 | 7f17bb5 | 3,992 B | A | 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 (5283 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
marcosnahuel/antigravity-plugin-cc · 32 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3kjogwijtitjkzp7 GET https://markdownregistry.com/api/v1/resolve?ref=marcosnahuel/antigravity-plugin-cc/notebook-kb GET https://markdownregistry.com/api/v1/blob/c4feff49dd533cfef248f3bdc9b925b7cc51e28fcab5512b8fdec8a13221a3ed
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.