Skill Grader / report card

A

xiaohuailabs/xiaohu-ip-studio

  • Images & media
  • Writing

Graded A on context cost and craft. 58 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #5 of 25 on the leaderboard →

Score
3.75 / 4
Resident
58 tokens
Footprint
light
Per activation
2,524 tokens
Re-grade now →View on GitHub ↗Share the gradeGrade another skillLast graded Sep 25, 2026 from HEAD

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Skill Grader: A
Markdown
[![Skill Grader: A](https://seoagent.com/skill-grader/badge/xiaohuailabs/xiaohu-ip-studio.svg)](https://seoagent.com/skill-grader/xiaohuailabs/xiaohu-ip-studio)
HTML
<a href="https://seoagent.com/skill-grader/xiaohuailabs/xiaohu-ip-studio"><img src="https://seoagent.com/skill-grader/badge/xiaohuailabs/xiaohu-ip-studio.svg" alt="Skill Grader: A" height="20"></a>

Report card

A
A overall · 3.75/4
github.com/xiaohuailabs/xiaohu-ip-studio@HEAD · 1 skill · 58t resident (light) · 2,524t per activation · 34,319t bundle
A
Resident footprint
58t of description text ride in the system prompt of every message (paper's observed per-skill range: 50–280t).
A
Description honesty
Reads as a statement of purpose, not defensive trigger padding.
B
Body size
Largest body is 1,146 words (~2,524t), loaded on every trigger. Corpus median 921, p90 2207.
A
Progressive disclosure
Body routes to 9 reference file(s); 53 auxiliary .md files are fetched at point of use instead of riding in the body.
A
Factoring
Scoped to a coherent procedure set.
B
CLI leverage
Some CLI usage; more verification could move from prose into commands.
A overall (3.75/4). 1 skill(s), 58t resident on every message (light), 2,524t loaded per activation. Weakest axis: body size (B).

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.