dataviz
Skill5 starsChanged 17 days agoMITView on GitHub
Choose and produce an appropriate chart/dashboard/visual explanation from data, with legible encodings and source/assumption notes.
6 other projects use a version of this.
Adopted by
Most recently taken up by
- JimLiu/baoyu-designtheir own version, first seen Nov 1, 2026
- Businessbear1981/CLAUDE_SKILLStheir own version, first seen Oct 9, 2026
- gtapps/skillstheir own version, first seen Sep 18, 2026
- wilbeibi/wilbeibi-skillstheir own version, first seen Sep 7, 2026
- davidsimoes/claude-skills-sharedtheir own version, first seen May 25, 2026
- mehd-io/agent-skillstheir own version, first seen Mar 31, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- JimLiu/baoyu-design★ 6.2ksame name
- mehd-io/agent-skills★ 10same name
- davidsimoes/claude-skills-shared★ 2same name
- gtapps/skills★ 2same name
- wilbeibi/wilbeibi-skills★ 2same name
- Businessbear1981/CLAUDE_SKILLS★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository46 other files it gives its agents.
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- testSkill
- ttsSkill
- verifySkill
- webapp-testingSkill
- xlsxSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 6 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Use when the user needs a chart, dashboard, or visual explanation of data.
- Distinctive: line 13
Do not choose chart types that hide uncertainty.
- Distinctive: line 14
Do not invent data.
“Common” is measured: kept by at least 6 in 10 of the 6 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Dataviz
When to use
Use when the user needs a chart, dashboard, or visual explanation of data.
Non-goals
- Do not choose chart types that hide uncertainty.
- Do not invent data.
Workflow
- Inspect the data and questions.
- Choose encodings for the comparison at hand.
- Produce the visual with source/assumption notes.
- Sanity-check axes, units, and missing values.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.