Skill Grader / report card

B

jangviktor-web/nihaixia

  • Data & research
  • Memory & context

Graded B on context cost and craft. 88 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #123 of 238 on the leaderboard →

Score
2.70 / 4
Resident
88 tokens
Footprint
light
Per activation
15,527 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/jangviktor-web/nihaixia.svg)](https://seoagent.com/skill-grader/jangviktor-web/nihaixia)
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<a href="https://seoagent.com/skill-grader/jangviktor-web/nihaixia"><img src="https://seoagent.com/skill-grader/badge/jangviktor-web/nihaixia.svg" alt="Skill Grader: B" height="20"></a>

Report card

B
B overall · 2.70/4
github.com/jangviktor-web/nihaixia@HEAD · 1 skill · 88t resident (light) · 15,527t per activation · 141,321t bundle
A
Resident footprint
88t 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.
D
Body size
Largest body is 6,590 words (~15,527t), loaded on every trigger. Corpus median 921, p90 2207.
C
Progressive disclosure
36 auxiliary .md files ship but the body never points at them — the agent won't find them.
D
Factoring
one skill carrying 121 sections — a monolith wearing a trigger.
C
CLI leverage
Prompt-only. Every rule stated in prose pays attention rent; consider a companion CLI for deterministic steps.
B overall (2.70/4). 1 skill(s), 88t resident on every message (light), 15,527t loaded per activation. Weakest axis: body size (D).

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.