Skill Grader / report card

B

cangtianhuang/humanizer-academic-zh

  • Writing

Graded B on context cost and craft. 23 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #26 of 52 on the leaderboard →

Score
3.50 / 4
Resident
23 tokens
Footprint
light
Per activation
1,316 tokens
Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 2, 2026 from HEAD

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Skill Grader: B
Markdown
[![Skill Grader: B](https://seoagent.com/skill-grader/badge/cangtianhuang/humanizer-academic-zh.svg)](https://seoagent.com/skill-grader/cangtianhuang/humanizer-academic-zh)
HTML
<a href="https://seoagent.com/skill-grader/cangtianhuang/humanizer-academic-zh"><img src="https://seoagent.com/skill-grader/badge/cangtianhuang/humanizer-academic-zh.svg" alt="Skill Grader: B" height="20"></a>

Report card

B
B overall · 3.50/4
github.com/cangtianhuang/humanizer-academic-zh@HEAD · 1 skill · 23t resident (light) · 1,316t per activation · 3,285t bundle
A
Resident footprint
23t 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.
A
Body size
Largest body is 479 words (~1,316t), loaded on every trigger. Corpus median 921, p90 2207.
C
Progressive disclosure
2 auxiliary .md files ship but the body never points at them — the agent won't find them.
B
Factoring
38 sections in one skill.
C
CLI leverage
Prompt-only. Every rule stated in prose pays attention rent; consider a companion CLI for deterministic steps.
B overall (3.50/4). 1 skill(s), 23t resident on every message (light), 1,316t loaded per activation. Weakest axis: progressive disclosure (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.