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luofengmacheng/algorithms

Graded A on context cost and craft. 0 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #7 of 20 on the leaderboard →

Score: 3.60 / 4
Resident: 0 tokens
Footprint: light
Per activation: 137 tokens

Re-grade now →View on GitHub ↗Share the grade Grade another skillLast graded Sep 24, 2026 from HEAD

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

HTML

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

Report card

A overall · 3.60/4

github.com/luofengmacheng/algorithms@HEAD · 1 skill · 0t resident (light) · 137t per activation · 44,320t bundle

Resident footprint

0t 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 62 words (~137t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

119 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

Prompt-only. Every rule stated in prose pays attention rent; consider a companion CLI for deterministic steps.

A overall (3.60/4). 1 skill(s), 0t resident on every message (light), 137t 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.