AgentSkillsCN

Evaluate Diagram

评估图表

SKILL.md
--- frontmatter
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 path, read that file to get the text.
    • •Figure caption: a description of what the diagram communicates.
  4. •Call the MCP tool evaluate_diagram with:
    • •generated_path: the generated image path
    • •reference_path: the reference image path
    • •context: the methodology text content
    • •caption: the figure caption
  5. •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:

bash
paperbanana evaluate --generated <generated-img> --reference <reference-img> --context <context-file> --caption "<caption>"

Example

code
/evaluate-diagram output.png reference.png