chart-interpretation SKILL.md skillA
chart-interpretation from fabioc-aloha/alex_skill_mall is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fabioc-aloha/alex_skill_mall/chart-interpretation@git:20260728.80a7ab6Pins git:20260728.80a7ab6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fabioc-aloha/alex_skill_mall
- Path
plugins/data-analytics/chart-interpretation/skills/chart-interpretation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.80a7ab6, committed Jul 28, 2026
- Size
- 11,477 bytes
- Repository stars
- 5
- License
- MIT
Read any chart (image, HTML, screenshot) and extract insights, patterns, anomalies, bias, and narrative -- the reverse of visualization.
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
# Chart Interpretation | Property | Value | | ------------ | --------------------------------------------------------------------- | | **Domain** | Data Analytics | | **Category** | Visual Analysis & Insight Extraction | | **Components** | SKILL.md + chart-interpretation.instructions.md + interpret.prompt.md | | **Depends** | data-visualization (chart type knowledge), data-analysis (validation) | ## Overview The reverse of data visualization. Instead of data → chart, this skill reads chart → insights → narrative. It extracts meaning from existing charts (screenshots, images, HTML, Power BI reports) and produces structured analysis adapted to the target audience. The cardinal rule: **read what the chart says, then read what it doesn't say**. The visible data points tell one story; the missing context, truncated axes, and suppressed categories tell another. ## Module 1: Chart Type Recognition Identify the chart type to determine the correct reading strategy. …
Read the whole file at its exact version.
How to install
mdr add fabioc-aloha/alex_skill_mall/chart-interpretation@sha256:3d1a0b5da95904c0The line at the top of this page pins the label git:20260728.80a7ab6, 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.
[](https://markdownregistry.com/a/art_tq5yc5ktpybjusj4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11477 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
fabioc-aloha/alex_skill_mall · 5 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tq5yc5ktpybjusj4 GET https://markdownregistry.com/api/v1/resolve?ref=fabioc-aloha/alex_skill_mall/chart-interpretation GET https://markdownregistry.com/api/v1/blob/3d1a0b5da95904c0e08ab25e37b3e0e93e56f958896d1a93d7f9526a9893a110
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.