data-story SKILL.md skillA

data-story from qa-aman/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add qa-aman/claude-skills/data-story@git:20260303.8412b01

Pins git:20260303.8412b01 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
qa-aman/claude-skills
Path
skills/by-role/data-scientist/data-story/SKILL.md
Versions recorded
1
Latest version
git:20260303.8412b01, committed Mar 3, 2026
Size
5,488 bytes
Repository stars
21
License
MIT

Communicate data insights to non-technical stakeholders in a structured, persuasive format. Use when the user says "present these findings", "explain this analysis to leadership", "make a data presentation", "tell the story behind the data", "translate this into a business narrative", "make this insight actionable", "stakeholder readout", "executive summary of results", or needs to turn analysis output into a decision-ready document or slide deck.

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

## Overview

Based on **"Storytelling with Data"** by Cole Nussbaumer Knaflic. The core principle: data does not speak for itself. Context, audience, and a clear call to action determine whether an insight drives a decision or gets ignored. Every data communication is a story with a protagonist (the audience), a tension (the problem), and a resolution (the recommended action). Remove everything that doesn't serve that arc.

## Workflow

### Step 1: Define the audience and the decision they need to make

Before touching a chart or a sentence, answer:
- Who is in the room? (technical ICs, business leads, C-suite?)
- What decision do they need to make as a result of seeing this?
- What do they already believe? What might they push back on?

Write one sentence: "After seeing this, [audience] should [specific action or decision]."

This sentence controls everything downstream.

### Step 2: Lead with the conclusion, not the methodology

Knaflic's rule: the insight goes first. The supporting evidence follows.

Structure:
1. Situation - what context does the audience need?
2. Complication - what changed or what problem exists?
3. Resolution - what does the data say to do?
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add qa-aman/claude-skills/data-story@sha256:dfcbd6ea9a64f2fb

The line at the top of this page pins the label git:20260303.8412b01, 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_25hdbag6rjpgcms2.svg)](https://markdownregistry.com/a/art_25hdbag6rjpgcms2)

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

Versions

The registry has recorded 1 version of this file, committed on Mar 3, 2026.

versioncommittedcommitsizeaudit
git:20260303.8412b01 latest2026-03-03 8412b01 5,488 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 (5488 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

qa-aman/claude-skills · 21 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_25hdbag6rjpgcms2
GET https://markdownregistry.com/api/v1/resolve?ref=qa-aman/claude-skills/data-story
GET https://markdownregistry.com/api/v1/blob/dfcbd6ea9a64f2fb08714e57e013655a6accd9c5cd5ae4e86edd726005e10172

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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Every file in qa-aman/claude-skills

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