data-inspect SKILL.md skillA
data-inspect from ai-analyst-lab/ai-analyst is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-analyst-lab/ai-analyst/data-inspect@git:20260902.b370de6Pins git:20260902.b370de6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-analyst-lab/ai-analyst
- Path
.claude/skills/data-inspect/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260902.b370de6, committed Sep 2, 2026
- First version recorded
- Aug 27, 2026
- Size
- 6,685 bytes
- Repository stars
- 322
- License
- MIT
Show the active dataset's schema — tables, columns, row counts, and relationships. Optionally drill into a specific table. Use this skill whenever the user invokes `/data` or `/data {table}`, or asks questions like "what tables do I have?", "show me the schema", "what's in this dataset?", "what columns are in the users table?", "show me table structure", "list tables", "describe the data", "what's in my database?", or any request to inspect, browse, or understand the structure of the active…
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
# Skill: Data Inspect
## Purpose
Show the active dataset's schema — tables, columns, row counts, and relationships. Optionally drill into a specific table.
## When to Use
Invoke as `/data` to see the full schema summary, or `/data {table}` to see column details for a specific table.
## Instructions
### Start here
**Before doing ANYTHING else:**
1. Read `.knowledge/active.yaml` to determine the active dataset name
2. If no active dataset exists, jump to Mode 3 (No Active Dataset)
3. Otherwise, read `.knowledge/datasets/{active}/schema.md` for schema information
**Why this matters:** Users often have multiple datasets connected. You MUST use the active one from the config file, never guess or use a different dataset.
---
### Mode 1: `/data` (full schema overview)
**When:** User invokes `/data` or asks "what tables do I have?" / "show me the schema"
**Steps:**
1. ✅ Confirm you've already read `.knowledge/active.yaml` and `schema.md` (see above)
2. Extract from schema.md:
- Dataset display name
- Connection type and location
- Table list with: name, row count, column count, primary key
3. Display in this condensed format:
```
Active Dataset: {display_name}
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/data-inspect@sha256:633c675a0470f952The line at the top of this page pins the label git:20260902.b370de6, 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_gzwc7ogoiolqal4o)
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Versions
The registry has recorded 2 versions of this file, between Aug 27, 2026 and Sep 2, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.b370de6 latest | 2026-09-02 | b370de6 | 6,685 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 6,756 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 (6685 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
ai-analyst-lab/ai-analyst · 322 stars · license MIT · pushed 2026-09-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gzwc7ogoiolqal4o GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/data-inspect GET https://markdownregistry.com/api/v1/blob/633c675a0470f9527ae397e87d2464d1617a3b64290155ef0ccf136efb7bfeff
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.