ieevisualizer-skills

Plugin ieevisualizer-skills from marketplace ieevisualizer in ieepirzy/ieeVisualizer. Commands read from the repo's manifest — 4 days ago.

Skills (18)

• chart-choice-by-relationship

  Use when deciding whether a number needs a chart at all and, if so, which form: pick by the relationship the reader must see (change over time, ranking, part-to-whole, deviation from target, distribution, correlation, flow/funnel, magnitude), not by what looks impressive. Covers when a sentence or a

• chart-text-wsj-like

  WSJ-like chart text and graphics practice. Use when writing the words on and around a chart or table: headline title that states the finding, subtitle with measure/unit/period/population, axis labels, tick formatting, direct labels, annotations, legend, and the source-and-notes line. Use for every f

• color-and-accessibility

  Use when choosing colours for a chart or report, when a figure must work for colour-blind readers, in grayscale print or in email, when writing alt text or a text alternative for a figure, or when checking contrast. Covers colour roles, palette size, consistent category colours across a report, high

• company-report-structure

  Use when assembling a company report, business review, management briefing, KPI update or analysis memo from computed metrics: chooses the depth (monitoring, exception, exploration), orders content by decision relevance, structures each finding as claim vs comparison base, drivers, caveats, evidence

• editorial-voice-wsj-like

  WSJ-like news writing for reports. Use when writing or editing the prose of a report, briefing, figure caption, executive summary or research summary so it reads like disciplined business news reporting: what happened first, a nut graf saying why it matters now, evidence alternating with counter-evi

• figure-is-a-claim

  Use before putting any number, KPI tile, chart, table cell or sparkline in front of a reader, and whenever data is missing, partial, failed to load, not yet collected or not applicable. Decides between showing a value, a gap, an explicit no-data state, or nothing; forbids rendering 0, 0%, an empty a

• figure-review-redteam

  Use as the last gate before a figure, KPI panel or report section is sent: an adversarial review that asks how the figure could mislead a hurried or hostile reader, re-plots the same data under alternative honest framings to see if the conclusion flips, inspects the rendered image rather than the sp

• headline-and-deck

  Use when writing or checking a headline, deck (subhead), executive-summary bullet, email subject line or figure title for a report: decomposes it into checkable atoms (number, direction, comparison, period, cause, superlative) and verifies each against a claim ledger before it ships. Use whenever a

• ieevisualizer-figures

  Use when an agent makes a figure with ieeVisualizer: choosing a registered template vs composing FigureSpec marks (and when to escalate to a specialist adapter or, rarely, bespoke code), binding data with dtypes, units, nulls and provenance, validating, rendering to PNG/SVG/PDF, looking at the rende

• ieevisualizer-report-figures

  Use when an agent prepares figures and text for a recurring company report or management briefing with ieeVisualizer, or answers a reader's follow-up question about one: classifies each item as monitoring, exception or exploration, runs evidence → figure → caveat → decision, keeps figures to the few

• ml-results-reporting

  Use when reporting or plotting machine-learning or AI-research results: benchmark tables, model comparisons, ablations, training curves, RL returns across seeds, scaling-law fits, LLM eval scores, pass@k, calibration plots. Enforces seeds and run counts, robust aggregates (IQM) with bootstrap interv

• numbers-style

  Use when writing any number in prose, a table, a chart label or a KPI tile: rounding and significant figures, percent vs percentage points, relative vs absolute change, growth wording, small bases, units and currency, VAT, nominal vs real, locale formatting (English vs Finnish fi-FI separators), ran

• perceptual-encoding

  Use when deciding how a quantity is mapped to something visible (position, length, angle, area, colour, line style), when a comparison in a chart is hard to read, when choosing between bars, dots, pies, bubbles or heatmaps, or when picking a colormap for ordered or diverging values. Applies the perc

• scientific-figure-production

  Use when producing a figure for a paper, preprint, slide, poster, email report or web page: final size and resolution, format choice (SVG/PDF vs PNG), fonts legible at final size, multi-panel consistency, showing raw points for small samples instead of bar-of-means, self-contained captions, export p

• source-and-provenance

  Use when attaching sources, definitions and lineage to a figure, table, KPI or report claim: source system, query or metric id, retrieval time and timezone, unit, denominator, aggregation window, filters, transformations, version and run id, plus a methodology note. Also use when a figure must be re

• statistical-claims

  Use when a sentence, caption or headline makes an inferential claim: a difference is 'significant', a change was 'caused' or 'driven' by something, an A/B test 'won', a correlation is reported, or a null result is read as 'no effect'. Enforces effect sizes with intervals, honest p-value wording, mul

• uncertainty-display

  Use whenever a figure or sentence shows an estimate, forecast, sample-based rate, model metric or average over seeds: decides whether and how to show uncertainty (error bars, bands, fan charts, quantile dotplots, hypothetical outcome plots), and makes every interval state its kind, level, n and meth

• when-numbers-lie-audit

  Use when checking whether a chart, KPI, comparison or analytic claim could mislead even though every number in it is correct: truncated or dual axes, cherry-picked windows, incomplete periods, denominator or definition shifts, average of averages, mix shift and Simpson's paradox, survivorship, base

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