Skill Grader / report card

JDArmy/BREAK

Graded A on context cost and craft. 19 tokens of this skill ride in the system prompt of every message, whether or not it fires (light footprint). Last graded Sep 7, 2026; re-graded weekly from HEAD.

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A overall · 3.70/4

github.com/JDArmy/BREAK@HEAD · 1 skill · 19t resident (light) · 2,143t per activation · 91,189t bundle

Resident footprint

19t 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 734 words (~2,143t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

29 auxiliary .md files ship but the body never points at them — the agent won't find them.

Factoring

Scoped to a coherent procedure set.

CLI leverage

Drives a CLI (`npm`, 2 invocations + 6 shell blocks) — verification and state live in code, not prompt.

A overall (3.70/4). 1 skill(s), 19t resident on every message (light), 2,143t loaded per activation. Weakest axis: progressive disclosure (C).

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Markdown

[![Skill Grader: A](https://seoagent.com/skill-grader/badge/JDArmy/BREAK.svg)](https://seoagent.com/skill-grader/JDArmy/BREAK)

HTML

<a href="https://seoagent.com/skill-grader/JDArmy/BREAK"><img src="https://seoagent.com/skill-grader/badge/JDArmy/BREAK.svg" alt="Skill Grader: A" height="20"></a>

How this was graded

Six deterministic axes from “@skills: Attention Is All You Have” (Yin et al., 2026) and the open seo-skill-bench footprint scorer: resident footprint, description honesty, body size, progressive disclosure, factoring, and CLI leverage. Tokens are approximated as chars/4. No LLM, no signup, same result every run. Read the full methodology.