Skill Grader / report card

A

axisrow/tg_content_factory

  • Agents & automation
  • Coding workflow

Graded A on context cost and craft. 113 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #68 of 238 on the leaderboard →

Score
3.60 / 4
Resident
113 tokens
Footprint
light
Per activation
2,301 tokens
Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Nov 2, 2026 from HEAD

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

Report card

A
A overall · 3.60/4
github.com/axisrow/tg_content_factory@HEAD · 2 skills · 113t resident (light) · 2,301t per activation · 13,501t bundle
A
Resident footprint
113t of description text ride in the system prompt of every message across 2 skills (paper's observed per-skill range: 50–280t).
B
Description honesty
Defensive padding detected: 17 comma-separated trigger keywords. Padding is individually rational and collectively ruinous — it dilutes every co-installed skill.
B
Body size
Largest body is 1,303 words (~2,301t), loaded on every trigger. Corpus median 921, p90 2207.
A
Progressive disclosure
Body routes to 3 reference file(s); 7 auxiliary .md files are fetched at point of use instead of riding in the body.
A
Factoring
Scoped to a coherent procedure set.
A
CLI leverage
Drives a CLI (`tg-agent`, 14 invocations + 2 shell blocks) — verification and state live in code, not prompt.
A overall (3.60/4). 2 skill(s), 113t resident on every message (light), 2,301t loaded per activation. Weakest axis: description honesty (B).

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.