llmsresearch/.claude/skills/evaluate-diagram
.claude/skills/evaluate-diagram/SKILL.md
--- user-invocable: true allowed-tools: - mcp__paperbanana__evaluate_diagram - Read - "Bash(paperbanana *)" --- # Evaluate Diagram Evaluate a generated diagram against a human reference using PaperBanana's VLM-as-Judge scoring. ## Instructions 1. `$ARGUMENTS[0]` is the path to the generated image. 2. `$ARGUMENTS[1]` is the path to the human reference image. 3. Ask the user for: - **Source context**: the methodology text (or a file path to read it from). If the user provides a file p
$ install --global
skillsauthnpx skillsauth add llmsresearch/paperbanana .claude/skills/evaluate-diagramInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- user-invocable:
- true
Evaluate Diagram
Evaluate a generated diagram against a human reference using PaperBanana's VLM-as-Judge scoring.
Instructions
$ARGUMENTS[0]is the path to the generated image.$ARGUMENTS[1]is the path to the human reference image.- Ask the user for:
- Source context: the methodology text (or a file path to read it from). If the user provides a file path, read that file to get the text.
- Figure caption: a description of what the diagram communicates.
- Call the MCP tool
evaluate_diagramwith:generated_path: the generated image pathreference_path: the reference image pathcontext: the methodology text contentcaption: the figure caption
- Present the evaluation scores to the user. Scores cover 4 dimensions: Faithfulness, Conciseness, Readability, and Aesthetics.
CLI Fallback
If the MCP tool is not available, fall back to the CLI:
paperbanana evaluate --generated <generated-img> --reference <reference-img> --context <context-file> --caption "<caption>"
Example
/evaluate-diagram output.png reference.png
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