microsoft/debugpy

Coding workflow
Debugging & testing

Graded B on context cost and craft. 189 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #23 of 38 on the leaderboard →

Score: 3.25 / 4
Resident: 189 tokens
Footprint: light
Per activation: 559 tokens

Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Sep 29, 2026 from HEAD

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Markdown

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

HTML

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Report card

B overall · 3.25/4

github.com/microsoft/debugpy@HEAD · 7 skills · 189t resident (light) · 559t per activation · 2,953t bundle

Resident footprint

189t of description text ride in the system prompt of every message across 7 skills (paper's observed per-skill range: 50–280t).

Description honesty

Defensive padding detected: 18 comma-separated trigger keywords; 90 words. Padding is individually rational and collectively ruinous — it dilutes every co-installed skill.

Body size

Largest body is 303 words (~559t), 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

Prompt-only. Every rule stated in prose pays attention rent; consider a companion CLI for deterministic steps.

B overall (3.25/4). 7 skill(s), 189t resident on every message (light), 559t loaded per activation. Weakest axis: cli leverage (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.