iAmCorey/wifi-optimizer

DevOps & infra
Debugging & testing

Graded B on context cost and craft. 152 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #84 of 238 on the leaderboard →

Score: 3.40 / 4
Resident: 152 tokens
Footprint: light
Per activation: 1,107 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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Markdown

[![Skill Grader: B](https://seoagent.com/skill-grader/badge/iAmCorey/wifi-optimizer.svg)](https://seoagent.com/skill-grader/iAmCorey/wifi-optimizer)

HTML

<a href="https://seoagent.com/skill-grader/iAmCorey/wifi-optimizer"><img src="https://seoagent.com/skill-grader/badge/iAmCorey/wifi-optimizer.svg" alt="Skill Grader: B" height="20"></a>

Report card

B overall · 3.40/4

github.com/iAmCorey/wifi-optimizer@HEAD · 1 skill · 152t resident (light) · 1,107t per activation · 7,672t bundle

Resident footprint

152t of description text ride in the system prompt of every message (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 18 comma-separated trigger keywords; 77 words. Padding is individually rational and collectively ruinous — it dilutes every co-installed skill.

Body size

Largest body is 615 words (~1,107t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Body routes to 2 reference file(s); 4 auxiliary .md files are fetched at point of use instead of riding in the body.

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.

B overall (3.40/4). 1 skill(s), 152t resident on every message (light), 1,107t loaded per activation. Weakest axis: cli leverage (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.