Skill Grader / report card

C

makifbaysal/tasktrooper

  • Coding workflow
  • Agents & automation

Graded C on context cost and craft. 2,146 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #96 of 114 on the leaderboard →

Score
2.05 / 4
Resident
2,146 tokens
Footprint
heavy
Per activation
2,677 tokens
Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 17, 2026 from HEAD

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Skill Grader: C
Markdown
[![Skill Grader: C](https://seoagent.com/skill-grader/badge/makifbaysal/tasktrooper.svg)](https://seoagent.com/skill-grader/makifbaysal/tasktrooper)
HTML
<a href="https://seoagent.com/skill-grader/makifbaysal/tasktrooper"><img src="https://seoagent.com/skill-grader/badge/makifbaysal/tasktrooper.svg" alt="Skill Grader: C" height="20"></a>

Report card

C
C overall · 2.05/4
github.com/makifbaysal/tasktrooper@HEAD · 40 skills · 2,146t resident (heavy) · 2,677t per activation · 52,058t bundle
F
Resident footprint
2,146t of description text ride in the system prompt of every message across 40 skills (paper's observed per-skill range: 50–280t).
C
Description honesty
Defensive padding detected: 128 comma-separated trigger keywords; 1208 words (a quiet description is ~15–40). Padding is individually rational and collectively ruinous — it dilutes every co-installed skill.
B
Body size
Largest body is 1,593 words (~2,677t), loaded on every trigger. Corpus median 921, p90 2207.
B
Progressive disclosure
Single-file skill small enough to need no reference layer.
A
Factoring
Scoped to a coherent procedure set.
A
CLI leverage
Drives a CLI (`cargo`, 17 invocations) — verification and state live in code, not prompt.
C overall (2.05/4). 40 skill(s), 2,146t resident on every message (heavy), 2,677t 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.