data-analysis SKILL.md skillA

data-analysis from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add akillness/jeo-skills/data-analysis@v2

Pins v2 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/data-analysis/SKILL.md
Versions recorded
5
Latest version
v2, committed Jul 28, 2026
First version recorded
Apr 14, 2026
Size
10,249 bytes
Repository stars
52
License
none declared

Analyze datasets to extract insights, identify patterns, and generate reports.

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 Analysis

## When to use this skill
- The user has a **dataset, export, report extract, query result, or shaped event / telemetry table** and wants evidence-backed conclusions.
- The task is to **understand what changed**, compare segments, summarize performance, or explain anomalies in business terms.
- The request mentions **CSV, JSON, SQL tables, retention, cohorts, funnels, conversion, spend, telemetry, event exports, or KPIs**.
- The work needs **data-quality checks before conclusions**.
- The user needs a **concise analysis narrative**, not just raw code snippets.

Do **not** use this skill as the main workflow when:
- The main goal is repeated anomaly or code-pattern scanning across code/data assets → use `pattern-detection`.
- The main goal is building or tuning a specific BI dashboard / Looker Studio + BigQuery workflow → use `looker-studio-bigquery`.
- The task is repository navigation or call-site tracing rather than dataset reasoning → use `codebase-search`.
- The problem is raw log triage / incident reconstruction rather than dataset analysis → use `log-analysis`.

## Core idea
Data analysis is a staged reasoning workflow:
1. clarify the decision question
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add akillness/jeo-skills/data-analysis@sha256:6ce508c4a8764f51

The line at the top of this page pins the label v2, 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_6y7mltogpzwa4c44.svg)](https://markdownregistry.com/a/art_6y7mltogpzwa4c44)

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

Versions

The registry has recorded 5 versions of this file, between Apr 14, 2026 and Jul 28, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
v2 latest2026-07-28 67be4c9 10,249 BA view · diff
v22026-07-27 056e3f8 10,273 BA view · diff
v22026-06-26 48fd3af 10,169 BA view · diff
v22026-06-26 4f9b684 10,166 BA view · diff
v2.02026-04-14 b455636 10,798 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 (10249 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

akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6y7mltogpzwa4c44
GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/data-analysis
GET https://markdownregistry.com/api/v1/blob/6ce508c4a8764f51e87f80ae47eda58b68a3358ec4a7a5350dcd6162b6fa8942

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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