Skill Grader / report card

A

OpenAgentsInc/openagents

  • Coding workflow
  • Agents & automation

Graded A on context cost and craft. 63 tokens of this skill ride in the system prompt of every message, whether or not it fires.

Ranked #73 of 238 on the leaderboard →

Score
3.50 / 4
Resident
63 tokens
Footprint
light
Per activation
2,426 tokens
Share this grade on X ↗Re-grade now →View on GitHub ↗Grade another skillLast graded Nov 2, 2026 from HEAD

Add the badge to your README

It shows the current letter grade and links back to this page. Improve the skill, hit Re-grade now, and the badge follows — GitHub may keep the old image for up to an hour.

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

Report card

A
A overall · 3.50/4
github.com/OpenAgentsInc/openagents@HEAD · 1 skill · 63t resident (light) · 2,426t per activation · 106,859t bundle
A
Resident footprint
63t of description text ride in the system prompt of every message (paper's observed per-skill range: 50–280t).
A
Description honesty
Reads as a statement of purpose, not defensive trigger padding.
B
Body size
Largest body is 1,355 words (~2,426t), loaded on every trigger. Corpus median 921, p90 2207.
C
Progressive disclosure
15 auxiliary .md files ship but the body never points at them — the agent won't find them.
A
Factoring
Scoped to a coherent procedure set.
A
CLI leverage
Drives a CLI (`coax`, 2 invocations + 7 shell blocks) — verification and state live in code, not prompt.
A overall (3.50/4). 1 skill(s), 63t resident on every message (light), 2,426t loaded per activation. Weakest axis: progressive disclosure (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.