generate-validation-notebook SKILL.md skillA
generate-validation-notebook from monte-carlo-data/mc-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add monte-carlo-data/mc-agent-toolkit/generate-validation-notebook@git:20260428.4eb6e59Pins git:20260428.4eb6e59 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- monte-carlo-data/mc-agent-toolkit
- Path
skills/generate-validation-notebook/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260428.4eb6e59, committed Apr 28, 2026
- First version recorded
- Mar 23, 2026
- Size
- 24,408 bytes
- Repository stars
- 93
- License
- Apache-2.0
Generate SQL validation notebooks for dbt changes. Pass a GitHub PR URL or local dbt repo path.
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
> **Tip:** This skill works well with Sonnet. Run `/model sonnet` before invoking for faster generation. Generate a SQL Notebook with validation queries for dbt changes. **Arguments:** $ARGUMENTS Parse the arguments: - **Target** (required): first argument — a GitHub PR URL or local dbt repo path - **MC Base URL** (optional): `--mc-base-url <URL>` — defaults to `https://getmontecarlo.com` - **Models** (optional): `--models <model1,model2,...>` — comma-separated list of model filenames (without `.sql` extension) to generate queries for. Only these models will be included. By default, all changed models are included up to a maximum of 10. --- # Setup **Prerequisites:** - **`gh`** (GitHub CLI) — required for PR mode. Must be authenticated (`gh auth status`). - **`python3`** — required for helper scripts. - **`pyyaml`** — install with `pip3 install pyyaml` (or `pip install pyyaml`, `uv pip install pyyaml`, etc.) **Note:** Generated SQL uses ANSI-compatible syntax that works across Snowflake, BigQuery, Redshift, and Athena. Minor adjustments may be needed for specific warehouse quirks. …
Read the whole file at its exact version.
How to install
mdr add monte-carlo-data/mc-agent-toolkit/generate-validation-notebook@sha256:4c74be9a167f5d4bThe line at the top of this page pins the label git:20260428.4eb6e59, 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_kr2ok2mbpoht6rum)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 23, 2026 and Apr 28, 2026, about one every 18 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260428.4eb6e59 latest | 2026-04-28 | 4eb6e59 | 24,408 B | A | view · diff |
| git:20260408.cf09cb8 | 2026-04-08 | cf09cb8 | 24,392 B | A | view · diff |
| git:20260323.4533233 | 2026-03-23 | 4533233 | 24,357 B | B | 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 (24408 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
monte-carlo-data/mc-agent-toolkit · 93 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kr2ok2mbpoht6rum GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/generate-validation-notebook GET https://markdownregistry.com/api/v1/blob/4c74be9a167f5d4bcdbeef1cf20b7d756aac283b62f7731a9f50200e4d84d0df
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.
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