Skill Grader / report card

B

Sxuan-Coder/alibaba-java-development-guide

  • Coding workflow
  • Debugging & testing

Graded B on context cost and craft. 201 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #104 of 238 on the leaderboard →

Score
3.15 / 4
Resident
201 tokens
Footprint
light
Per activation
2,599 tokens
Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Nov 2, 2026 from HEAD

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Skill Grader: B
Markdown
[![Skill Grader: B](https://seoagent.com/skill-grader/badge/Sxuan-Coder/alibaba-java-development-guide.svg)](https://seoagent.com/skill-grader/Sxuan-Coder/alibaba-java-development-guide)
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Report card

B
B overall · 3.15/4
github.com/Sxuan-Coder/alibaba-java-development-guide@HEAD · 1 skill · 201t resident (light) · 2,599t per activation · 22,947t bundle
B
Resident footprint
201t 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 1,090 words (~2,599t), loaded on every trigger. Corpus median 921, p90 2207.
C
Progressive disclosure
12 auxiliary .md files ship but the body never points at them — the agent won't find them.
A
Factoring
Scoped to a coherent procedure set.
B
CLI leverage
Some CLI usage; more verification could move from prose into commands.
B overall (3.15/4). 1 skill(s), 201t resident on every message (light), 2,599t 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.