Data Analyzer SKILL.md skillA

Data Analyzer from agenthatch/agenthatch is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add agenthatch/agenthatch/Data Analyzer@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
agenthatch/agenthatch
Path
tests/fixtures/skills/data-analyzer/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Jun 10, 2026
Size
886 bytes
Repository stars
72
License
MIT

Statistical analysis and data transformation service for CSV and JSON datasets.

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

# Data Analyzer

Analyze structured datasets and compute statistical summaries.

## Usage

When a user provides a data file or describes a dataset, this agent:

1. Loads and validates the data
2. Computes descriptive statistics (mean, median, stddev, quartiles)
3. Identifies data types, missing values, and outliers
4. Presents findings in a clear summary

## Operation Modes

- **Quick Stats**: Compute basic statistics on a single column
- **Full Analysis**: Multi-column correlation, distribution analysis
- **Transform**: Normalize, scale, or transform data columns

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add agenthatch/agenthatch/Data Analyzer@sha256:2900fed548183d0c

The line at the top of this page pins the label v1.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6iazpxwjvnurfrm5.svg)](https://markdownregistry.com/a/art_6iazpxwjvnurfrm5)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jun 10, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-06-10 f5f6088 886 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (886 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

GitHub

agenthatch/agenthatch · 72 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6iazpxwjvnurfrm5
GET https://markdownregistry.com/api/v1/resolve?ref=agenthatch/agenthatch/Data Analyzer
GET https://markdownregistry.com/api/v1/blob/2900fed548183d0cf9de1efbd5f1d8abd32bee2435dc6e9f1813a4e7cd9fee86

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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