godot-fun/gai

Images & media
Writing

Graded C on context cost and craft. 3,098 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #119 of 124 on the leaderboard →

Score: 1.70 / 4
Resident: 3,098 tokens
Footprint: heavy
Per activation: 4,197 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 18, 2026 from HEAD

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Markdown

[![Skill Grader: C](https://seoagent.com/skill-grader/badge/godot-fun/gai.svg)](https://seoagent.com/skill-grader/godot-fun/gai)

HTML

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

Report card

C overall · 1.70/4

github.com/godot-fun/gai@HEAD · 36 skills · 3,098t resident (heavy) · 4,197t per activation · 51,092t bundle

Resident footprint

3,098t 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: 223 comma-separated trigger keywords; 1771 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 2,666 words (~4,197t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

18 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`, 17 invocations + 124 shell blocks) — verification and state live in code, not prompt.

C overall (1.70/4). 36 skill(s), 3,098t resident on every message (heavy), 4,197t 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.