activeinferenceinstitute/act_inf_metaanalysis/visualization

Claude Code and agent skill by activeinferenceinstitute/act_inf_metaanalysis

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Checking that the SKILL.md file is still in the repository.

Orchestrates matplotlib and seaborn pipelines for rendering figures.

Install

npx vskill@latest install activeinferenceinstitute/act_inf_metaanalysis/visualization

SKILL.md

The same SKILL.md was published earlier as docxology/template/visualization.

Instructions

You are interacting with the src/visualization/ rendering layer.

Agentic Interface (MCP Strategy)

  1. Accessibility Standards Base: Implement a 16pt or larger font size floor for all axes, ticks, titles, and legends to cater to low-vision visibility in final PDFs. Avoid pure red/green contrast gradients.
  2. Deterministic Geometries: Provide static seeding (random_state=42) for algorithmic layouts like spring_layout in NetworkX spatial mappings. Layouts should not drastically warp across identical runs.
  3. Headless Safety Execution: Validate that figure generations don't invoke interactive display calls (plt.show()) mid-pipeline. The Agg backend must be functional.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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Source

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