z80dev/lemon

Agents & automation
Debugging & testing

Graded B on context cost and craft. 555 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #79 of 100 on the leaderboard →

Score: 2.60 / 4
Resident: 555 tokens
Footprint: medium
Per activation: 4,647 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Oct 15, 2026 from HEAD

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Markdown

[![Skill Grader: B](https://seoagent.com/skill-grader/badge/z80dev/lemon.svg)](https://seoagent.com/skill-grader/z80dev/lemon)

HTML

<a href="https://seoagent.com/skill-grader/z80dev/lemon"><img src="https://seoagent.com/skill-grader/badge/z80dev/lemon.svg" alt="Skill Grader: B" height="20"></a>

Report card

B overall · 2.60/4

github.com/z80dev/lemon@HEAD · 13 skills · 555t resident (medium) · 4,647t per activation · 15,216t bundle

Resident footprint

555t of description text ride in the system prompt of every message across 13 skills (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 28 comma-separated trigger keywords; 297 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 2,615 words (~4,647t), loaded on every trigger. Corpus median 921, p90 2207.

Progressive disclosure

Body routes to 9 reference file(s); 1 auxiliary .md files are fetched at point of use instead of riding in the body.

Factoring

Scoped to a coherent procedure set.

CLI leverage

Drives a CLI (`async`, 1 invocations + 59 shell blocks) — verification and state live in code, not prompt.

B overall (2.60/4). 13 skill(s), 555t resident on every message (medium), 4,647t 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.