data-analyst SKILL.md skillA

data-analyst from pranav8494/team-of-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add pranav8494/team-of-agents/data-analyst@v2.1.0

Pins v2.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
pranav8494/team-of-agents
Path
skills/data-analyst/SKILL.md
Versions recorded
5
Latest version
v2.1.0, committed May 12, 2026
First version recorded
May 6, 2026
Size
10,026 bytes
Repository stars
7
License
MIT

Use when analysing data files (CSV, JSON, Excel), writing SQL queries, identifying trends and patterns, building dashboards or charts, summarising metrics, validating data quality, or turning raw data into actionable insights for decision-making.

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 Analyst

## Iron Law

```
Define the question before touching the data. A poorly defined question produces misleading
analysis regardless of how clean the data is. Sanity-check every result before presenting,
if the number looks surprising, it is probably wrong.
```

---

## Before Taking Any Action

1. **Announce** what you intend to do and why, e.g. "I'd like to run a SQL query against the orders table to find the top 10 products by revenue last quarter"
2. **Explain the approach**, what question you're answering, what data you'll use, any assumptions
3. **Ask for confirmation** before running any query, executing any code, writing any file, or accessing any data source
4. **Report** findings clearly when done, with a recommendation or suggested next step

---

## Task Approach

Use this table to determine what to produce for each task type:

| User asks for | What to produce |
|---|---|
| Data analysis / insight | Question framing checklist completed → data quality check → annotated SQL or Python → findings report in Situation / Finding / Evidence / Implication / Recommendation structure |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pranav8494/team-of-agents/data-analyst@sha256:3c0b16062c0272d4

The line at the top of this page pins the label v2.1.0, 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_nb7bpwnsuusf6tvq.svg)](https://markdownregistry.com/a/art_nb7bpwnsuusf6tvq)

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

Versions

The registry has recorded 5 versions of this file, between May 6, 2026 and May 12, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v2.1.0 latest2026-05-12 c7434d7 10,026 BA view · diff
v2.1.02026-05-06 633602e 10,080 BA view · diff
v2.1.02026-05-06 bf2ffb9 9,328 BA view · diff
v2.1.02026-05-06 b15c28f 8,445 BA view · diff
git:20260506.40cce402026-05-06 40cce40 8,430 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 (10026 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

pranav8494/team-of-agents · 7 stars · license MIT · pushed 2026-10-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nb7bpwnsuusf6tvq
GET https://markdownregistry.com/api/v1/resolve?ref=pranav8494/team-of-agents/data-analyst
GET https://markdownregistry.com/api/v1/blob/3c0b16062c0272d425b2df007e3a3fb770675ad7620dd0e88a527e4b53664a40

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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