charts SKILL.md skillA

charts from tam159/next-role is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tam159/next-role/charts@git:20260906.5482ae7

Pins git:20260906.5482ae7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tam159/next-role
Path
backend/agents/analytics_agent/skills/analytics-agent/charts/SKILL.md
Versions recorded
1
Latest version
git:20260906.5482ae7, committed Sep 6, 2026
Size
4,625 bytes
Repository stars
62
License
MIT

Draw and save charts, dashboards, and written reports from warehouse queries. Use whenever an answer involves a trend, a comparison, a distribution, or a headline number worth showing, when the user asks to chart, plot, graph, visualise, or build a dashboard, and when a visual needs custom Python because create_chart cannot express it.

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

# Charts

`create_chart` runs your SQL, draws the result, and saves it to the
conversation. Charts persist: reopening the thread later still shows them.

## Chart or not

Draw when the shape is the answer: a trend over time, a comparison across
categories, a distribution, a two-dimensional pattern.

Do not draw when a sentence is the answer. One number is a sentence, or a `kpi`
if it deserves emphasis. Three rows are a `table`. A chart of three bars is
noise.

## Choosing a kind

| Question shape | Kind | Mapping |
| --- | --- | --- |
| How did X move over time? | `line` | `x` = date, `y` = measure |
| Same, several measures or groups | `line` | plus `series`, or a list of `y` |
| Same, composition over time | `area` with `stacked=True` | `x`, `y`, `series` |
| How do categories compare? | `bar` | `x` = category, `y` = measure |
| Composition within each category | `bar` with `stacked=True` | plus `series` |
| Share of a whole, few slices | `pie` | `x` = labels, `y` = values |
| How is a value distributed? | `histogram` | `x` = the column to bin |
| Two dimensions against one value | `heatmap` | `x` = columns, `series` = rows, `y` = value |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tam159/next-role/charts@sha256:2a14262251efba3f

The line at the top of this page pins the label git:20260906.5482ae7, 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_wmgfohtcraepjf32.svg)](https://markdownregistry.com/a/art_wmgfohtcraepjf32)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 6, 2026.

versioncommittedcommitsizeaudit
git:20260906.5482ae7 latest2026-09-06 5482ae7 4,625 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 (4625 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

tam159/next-role · 62 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wmgfohtcraepjf32
GET https://markdownregistry.com/api/v1/resolve?ref=tam159/next-role/charts
GET https://markdownregistry.com/api/v1/blob/2a14262251efba3f3e1f0eed3acbd275824dcc5dafe4fd744e23b29b37417ba4

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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