Data Readout

Turns the numbers you already own into a readout you can act on: it opens the real file first, then gives findings with the business implication of each, chart specs and the caveats that matter.

npx skills add arm-pz/data-readout

4 files and 406 lines, free under MIT. Built from arm-pz/data-readout at 9eacca0.

Quality record

Know what you are installing.

Version, date and limits are read from the repo on every sync, and the check runs every night. Real-world runs are listed only with their evidence.

Version
Unversionedcommit 9eacca0
Updated
18 Oct 2026last commit to the repo
Works in
Claude Code, Codex, Cursor, Qoder and any agent that loads a SKILL.mdplain text; no API keys
Nightly check
PassingNo failures or warnings. How it is checked
Last real-world run
No public run yetRuns are published only with their evidence.
Known limits
Not built for:
  • Writing the pandas or R code that crunches the file (use production-code)
  • For market research outside the user's own data (use research-brief) or for the strategic roadmap that follows (use strategy-memo)

What it is for

Raw numbers turned into a decision: dataset interpretation, statistics with the business implication of each finding, chart specifications, pattern and anomaly detection, forecasts built on stated assumptions, segmentation, A/B test significance, dashboard metric selection and report templates, output as an executive summary, findings ranked by impact and the specific actions they support. Use whenever someone brings data, a spreadsheet, a CSV, an analytics export, an A/B result or an unexpected number and asks what it means, what to chart, whether the test won or which metrics to track, even if they never say analysis.

Not for

  • Writing the pandas or R code that crunches the file (use production-code)
  • For market research outside the user's own data (use research-brief) or for the strategic roadmap that follows (use strategy-memo)

Every file it installs

Measured from the packed archive at commit 9eacca0. A skill is plain text your agent reads, so this list is all of it.

FileLinesBytes
SKILL.md1268,682 B
references/analysis-playbook.md8610,308 B
references/report-format.md1266,354 B
references/statistical-checks.md686,645 B
4 files40612 KB

More in Thinking & Learning

Read it before you install it: the skill lives at skills/data-readout in arm-pz/data-readout.

Open the repo