agentleFS
RylaispiritRylaispirit/rylai-codex-hermes-skills/skills/chart-image/SKILL.md

chart-image

Skill56 starsChanged 3 months agoMITView on GitHub

Create publication-quality chart images from supplied data using an available plotting library, with explicit scales, labels, and visual QA.

1 other project uses a version of this.

Adopted by

Most recently taken up by

The file

We split this skill into the rules it gives an agent

5 rules. About 0 are common, 4 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈4

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Check tools, packages, credentials, network access, and runtime capabilities before execution.

    line 25
  2. Distinctive:

    Use an available library such as Matplotlib, Seaborn, Plotly, Vega-Lite, or the repository's existing chart stack.

    line 35
  3. Very specific:

    Prefer node scripts/chart.mjs for portable SVG output, or use the repository's installed plotting stack.

    line 37
  4. Distinctive:

    Do not infer values that are absent from the data.

    line 42
  5. Distinctive:

    Start quantitative axes at an appropriate baseline and disclose truncation.

    line 43

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Rylai Codex-Hermes-Claude Edition | Original portable workflow by Rylai

Runtime Compatibility

  • Codex: install under ~/.agents/skills/chart-image.
  • Hermes: install under ~/.hermes/skills/chart-image or expose the bundle through skills.external_dirs.
  • Claude Code: install under ~/.claude/skills/chart-image or <project>/.claude/skills/chart-image.
  • Claude.ai and Cowork: upload and enable the matching per-skill ZIP.
  • Resolve bundled files relative to this skill directory; do not depend on paths from another machine.
  • Check tools, packages, credentials, network access, and runtime capabilities before execution.

Portable Chart Image

Generate a chart image from the actual supplied data.

Workflow

  1. Inspect the schema, units, missing values, categories, and time fields.
  2. Choose a chart type that matches the analytical question.
  3. Use an available library such as Matplotlib, Seaborn, Plotly, Vega-Lite, or the repository's existing chart stack.
  4. Label axes, units, legends, source, and uncertainty where relevant.
  5. Prefer node scripts/chart.mjs for portable SVG output, or use the repository's installed plotting stack.
  6. Inspect the rendered image for clipping, unreadable labels, misleading scales, and color contrast.

Integrity

  • Do not infer values that are absent from the data.
  • Start quantitative axes at an appropriate baseline and disclose truncation.
  • Preserve a reproducible script or notebook with the output.

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