Asymmetric-al/core

Design & frontend
Coding workflow

Graded C on context cost and craft. 2,899 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #102 of 105 on the leaderboard →

Score: 1.70 / 4
Resident: 2,899 tokens
Footprint: heavy
Per activation: 11,879 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 16, 2026 from HEAD

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Markdown

[![Skill Grader: C](https://seoagent.com/skill-grader/badge/Asymmetric-al/core.svg)](https://seoagent.com/skill-grader/Asymmetric-al/core)

HTML

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

Report card

C overall · 1.70/4

github.com/Asymmetric-al/core@HEAD · 40 skills · 2,899t resident (heavy) · 11,879t per activation · 202,244t bundle

Resident footprint

2,899t of description text ride in the system prompt of every message across 40 skills (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 234 comma-separated trigger keywords; 1574 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 5,085 words (~11,879t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Body routes to 17 reference file(s); 80 auxiliary .md files are fetched at point of use instead of riding in the body.

Factoring

description claims to replace multiple skills.

CLI leverage

Drives a CLI (`vercel`, 23 invocations + 51 shell blocks) — verification and state live in code, not prompt.

C overall (1.70/4). 40 skill(s), 2,899t resident on every message (heavy), 11,879t 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.