mikubaka88/CCFA-Skills

Agents & automation
Writing

Graded C on context cost and craft. 1,426 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #103 of 133 on the leaderboard →

Score: 2.15 / 4
Resident: 1,426 tokens
Footprint: heavy
Per activation: 2,999 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/mikubaka88/CCFA-Skills.svg)](https://seoagent.com/skill-grader/mikubaka88/CCFA-Skills)

HTML

<a href="https://seoagent.com/skill-grader/mikubaka88/CCFA-Skills"><img src="https://seoagent.com/skill-grader/badge/mikubaka88/CCFA-Skills.svg" alt="Skill Grader: C" height="20"></a>

Report card

C overall · 2.15/4

github.com/mikubaka88/CCFA-Skills@HEAD · 17 skills · 1,426t resident (heavy) · 2,999t per activation · 422,854t bundle

Resident footprint

1,426t of description text ride in the system prompt of every message across 17 skills (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 130 comma-separated trigger keywords; 680 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 1,425 words (~2,999t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Body routes to 160 reference file(s); 103 auxiliary .md files are fetched at point of use instead of riding in the body.

Factoring

Scoped to a coherent procedure set.

CLI leverage

Some CLI usage; more verification could move from prose into commands.

C overall (2.15/4). 17 skill(s), 1,426t resident on every message (heavy), 2,999t 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.