struphy-hub/struphy

Data & research
Coding workflow

Graded B on context cost and craft. 334 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #156 of 293 on the leaderboard →

Score: 2.65 / 4
Resident: 334 tokens
Footprint: medium
Per activation: 2,403 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Nov 4, 2026 from HEAD

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Markdown

[![Skill Grader: B](https://seoagent.com/skill-grader/badge/struphy-hub/struphy.svg)](https://seoagent.com/skill-grader/struphy-hub/struphy)

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<a href="https://seoagent.com/skill-grader/struphy-hub/struphy"><img src="https://seoagent.com/skill-grader/badge/struphy-hub/struphy.svg" alt="Skill Grader: B" height="20"></a>

Report card

B overall · 2.65/4

github.com/struphy-hub/struphy@HEAD · 3 skills · 334t resident (medium) · 2,403t per activation · 4,508t bundle

Resident footprint

334t of description text ride in the system prompt of every message across 3 skills (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 26 comma-separated trigger keywords; 193 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 1,001 words (~2,403t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Single-file skill small enough to need no reference layer.

Factoring

Scoped to a coherent procedure set.

CLI leverage

Drives a CLI (`struphy`, 10 invocations + 1 shell blocks) — verification and state live in code, not prompt.

B overall (2.65/4). 3 skill(s), 334t resident on every message (medium), 2,403t loaded per activation. Weakest axis: resident footprint (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.