Skill Grader / report card

A

Master-cai/Research-Paper-Writing-Skills

Graded A on context cost and craft. 95 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #27 of 332 on the leaderboard →

Score
3.90 / 4
Resident
95 tokens
Footprint
light
Per activation
1,108 tokens
Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Nov 14, 2026 from HEAD

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Skill Grader: A
Markdown
[![Skill Grader: A](https://seoagent.com/skill-grader/badge/Master-cai/Research-Paper-Writing-Skills.svg)](https://seoagent.com/skill-grader/Master-cai/Research-Paper-Writing-Skills)
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<a href="https://seoagent.com/skill-grader/Master-cai/Research-Paper-Writing-Skills"><img src="https://seoagent.com/skill-grader/badge/Master-cai/Research-Paper-Writing-Skills.svg" alt="Skill Grader: A" height="20"></a>

Report card

A
A overall · 3.90/4
github.com/Master-cai/Research-Paper-Writing-Skills@HEAD · 1 skill · 95t resident (light) · 1,108t per activation · 25,371t bundle
A
Resident footprint
95t of description text ride in the system prompt of every message (paper's observed per-skill range: 50–280t).
A
Description honesty
Reads as a statement of purpose, not defensive trigger padding.
A
Body size
Largest body is 589 words (~1,108t), loaded on every trigger. Corpus median 921, p90 2207.
A
Progressive disclosure
Body routes to 8 reference file(s); 37 auxiliary .md files are fetched at point of use instead of riding in the body.
A
Factoring
Scoped to a coherent procedure set.
C
CLI leverage
Prompt-only. Every rule stated in prose pays attention rent; consider a companion CLI for deterministic steps.
A overall (3.90/4). 1 skill(s), 95t resident on every message (light), 1,108t 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.