jantichy/claude

Coding workflow
Agents & automation

Graded C on context cost and craft. 5,574 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #132 of 133 on the leaderboard →

Score: 1.50 / 4
Resident: 5,574 tokens
Footprint: heavy
Per activation: 10,186 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 19, 2026 from HEAD

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Markdown

[![Skill Grader: C](https://seoagent.com/skill-grader/badge/jantichy/claude.svg)](https://seoagent.com/skill-grader/jantichy/claude)

HTML

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

Report card

C overall · 1.50/4

github.com/jantichy/claude@HEAD · 36 skills · 5,574t resident (heavy) · 10,186t per activation · 304,576t bundle

Resident footprint

5,574t of description text ride in the system prompt of every message across 36 skills (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 475 comma-separated trigger keywords; 3377 words (a quiet description is ~15–40). Padding is individually rational and collectively ruinous — it dilutes every co-installed skill.

Body size

Largest body is 6,229 words (~10,186t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

66 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 (`git`, 89 invocations + 28 shell blocks) — verification and state live in code, not prompt.

C overall (1.50/4). 36 skill(s), 5,574t resident on every message (heavy), 10,186t loaded per activation. Weakest axis: resident footprint (F).

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.