c-narcissus/research-paper-figure-skill-factory

Images & media
Data & research

Graded B on context cost and craft. 224 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #40 of 57 on the leaderboard →

Score: 3.20 / 4
Resident: 224 tokens
Footprint: light
Per activation: 6,996 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 3, 2026 from HEAD

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[![Skill Grader: B](https://seoagent.com/skill-grader/badge/c-narcissus/research-paper-figure-skill-factory.svg)](https://seoagent.com/skill-grader/c-narcissus/research-paper-figure-skill-factory)

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<a href="https://seoagent.com/skill-grader/c-narcissus/research-paper-figure-skill-factory"><img src="https://seoagent.com/skill-grader/badge/c-narcissus/research-paper-figure-skill-factory.svg" alt="Skill Grader: B" height="20"></a>

Report card

B overall · 3.20/4

github.com/c-narcissus/research-paper-figure-skill-factory@HEAD · 1 skill · 224t resident (light) · 6,996t per activation · 68,386t bundle

Resident footprint

224t 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 3,767 words (~6,996t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Body routes to 13 reference file(s); 54 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 (3.20/4). 1 skill(s), 224t resident on every message (light), 6,996t loaded per activation. Weakest axis: body size (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.