SemineChen/yueban-image-to-code

Design & frontend
Images & media

Graded A on context cost and craft. 57 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #2 of 43 on the leaderboard →

Score: 3.90 / 4
Resident: 57 tokens
Footprint: light
Per activation: 1,844 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Sep 30, 2026 from HEAD

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Markdown

[![Skill Grader: A](https://seoagent.com/skill-grader/badge/SemineChen/yueban-image-to-code.svg)](https://seoagent.com/skill-grader/SemineChen/yueban-image-to-code)

HTML

<a href="https://seoagent.com/skill-grader/SemineChen/yueban-image-to-code"><img src="https://seoagent.com/skill-grader/badge/SemineChen/yueban-image-to-code.svg" alt="Skill Grader: A" height="20"></a>

Report card

A overall · 3.90/4

github.com/SemineChen/yueban-image-to-code@HEAD · 1 skill · 57t resident (light) · 1,844t per activation · 3,494t bundle

Resident footprint

57t of description text ride in the system prompt of every message (paper's observed per-skill range: 50–280t).

Description honesty

Reads as a statement of purpose, not defensive trigger padding.

Body size

Largest body is 626 words (~1,844t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Body routes to 1 reference file(s); 2 auxiliary .md files are fetched at point of use instead of riding in the body.

Factoring

Scoped to a coherent procedure set.

CLI leverage

Prompt-only. Every rule stated in prose pays attention rent; consider a companion CLI for deterministic steps.

A overall (3.90/4). 1 skill(s), 57t resident on every message (light), 1,844t loaded per activation. Weakest axis: cli leverage (C).

Six deterministic axes, no LLM, same result every run. Tokens are approximated as chars/4. Read the methodology, or see how SEO skills score on task outcomes in the open SEO skill benchmark.