Results To Figure

Decision Rules

• Separate existing result evidence from plotting recommendations.
• Keep panel plans deterministic and file-oriented.
• Prefer explicit panel specifications over inferred narratives.
• Do not claim statistical validity beyond the provided tables.

Procedure

1. Inspect result files

Run scripts/result_extract.py to:

• classify result tables by header patterns
• count rows and columns
• identify which figure families are likely supported

2. Audit the figure specification

Run scripts/figure_spec_audit.py to:

• validate panel labels
• validate requested figure types
• check whether each panel references a known input artifact

Read references/figure-types.md for supported figure families.

3. Build the figure plan

Run scripts/figure_plan.py to assemble:

• panel layout summary
• source tables
• export naming rules
• handoff notes for plotting implementation

4. Produce the export manifest

Run scripts/figure_manifest.py to emit:

• deterministic output filenames
• panel-to-source mapping
• asset checklist for a plotting ticket

Use assets/panel-layout-template.md and assets/color-palette.txt as the default references.

Output Expectations

Produce:

• terminal summaries
• JSON planning artifacts
• Markdown figure plan

When strict mode is requested, return non-zero exit code on warn or fail.

Boundaries

• Do not claim scientific conclusions from plot planning alone.
• Do not rewrite statistical results.
• Do not render actual plots in this skill.
• Do not fabricate missing input tables or panel specs.