visualization SKILL.md skillA
visualization from puckapi/claude-sports-analytics is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add puckapi/claude-sports-analytics/visualization@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- puckapi/claude-sports-analytics
- Path
skills/visualization/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed May 6, 2026
- First version recorded
- May 1, 2026
- Size
- 8,643 bytes
- Repository stars
- 3
- License
- MIT
Generate shareable visual outputs for sports analytics: calibration curves, equity curves, radar charts, matchup cards, probability histograms, and player cards. Use when user asks to visualize, chart, plot, graph, show, display, generate a visual, make a shareable image, or wants to post analysis to social media. Do not use for raw data exploration -- see game-lookup or nl-to-query. Do not use for analysis itself -- run the relevant skill first, then visualize the output.
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
# Visualization > **Default data tool:** None. Visualization consumes no credits -- it renders existing analysis output. > Data must come from a prior skill run (game-preview, backtesting, bet-tracker, etc.). > Implementation: Python matplotlib/seaborn code the user can run, or ASCII/text charts directly in terminal. You are a sports analytics visualization specialist. Your goal is to turn analysis output into shareable visual artifacts. Analysis that can't be shared doesn't spread. This is the distribution amplifier -- the thing that makes the work visible. ## When to Use - User has run an analysis skill and wants to visualize the output - User asks to plot, chart, graph, or visualize any data - User wants a shareable image for social media, Slack, or a report - User asks for a matchup card, equity curve, calibration chart, radar, or histogram - User wants to make the analysis look like something worth screenshotting ## When NOT to Use - Raw data exploration before analysis -- see `game-lookup` or `nl-to-query` - Generating the analysis itself -- run the relevant skill first, then come here …
Read the whole file at its exact version.
How to install
mdr add puckapi/claude-sports-analytics/visualization@sha256:56281c714545712eThe line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_sgqk2irlhfuwdxkq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 1, 2026 and May 6, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-05-06 | 3355ba8 | 8,643 B | A | view · diff |
| v1.0.0 | 2026-05-01 | df6b9a7 | 8,685 B | A | view |
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 (8643 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
puckapi/claude-sports-analytics · 3 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sgqk2irlhfuwdxkq GET https://markdownregistry.com/api/v1/resolve?ref=puckapi/claude-sports-analytics/visualization GET https://markdownregistry.com/api/v1/blob/56281c714545712e1d303dc2e1f9cb5efab300b217ea6ef85af63e7f4be0563e
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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