dummy-dataset SKILL.md skillA
dummy-dataset from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akillness/jeo-skills/dummy-dataset@git:20260919.9f2a908Pins git:20260919.9f2a908 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akillness/jeo-skills
- Path
.agent-skills/dummy-dataset/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.9f2a908, committed Sep 19, 2026
- Size
- 3,930 bytes
- Repository stars
- 52
- License
- none declared
Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.
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
# Dummy Dataset Generation Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Creates executable scripts or direct data files for immediate use. **Use when:** Creating test data, generating sample datasets, building realistic mock data for development, or populating test environments. **Arguments:** - `$PRODUCT`: The product or system name - `$DATASET_TYPE`: Type of data (e.g., customer feedback, transactions, user profiles) - `$ROWS`: Number of rows to generate (default: 100) - `$COLUMNS`: Specific columns or fields to include - `$FORMAT`: Output format (CSV, JSON, SQL, Python script) - `$CONSTRAINTS`: Additional constraints or business rules ## Step-by-Step Process 1. **Identify dataset type** - Understand the data domain 2. **Define column specifications** - Names, data types, and value ranges 3. **Determine row count** - How many sample records needed 4. **Select output format** - CSV, JSON, SQL INSERT, or Python script 5. **Apply realistic patterns** - Ensure data looks authentic and valid 6. **Add business constraints** - Respect business logic and relationships …
Read the whole file at its exact version.
How to install
mdr add akillness/jeo-skills/dummy-dataset@sha256:35ca70a479f3c9cbThe line at the top of this page pins the label git:20260919.9f2a908, 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_bizc6s74pdco4gcm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 19, 2026.
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 (3930 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
akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bizc6s74pdco4gcm GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/dummy-dataset GET https://markdownregistry.com/api/v1/blob/35ca70a479f3c9cbdbee2d59c56d777886a8788aa79bd4bf3258b2cf557937aa
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.