analyze-prose

analyze-prose is a skill for Claude Code from bdmorin/the-no-shop. It costs 41 tokens per session (1,274 once invoked), scanned B, original, MIT.

A writing-review skill for judging prose and other content. It examines qualities such as clarity, novelty, and overall message.

In plain words
What is it for?
It can review text, rate its quality, and suggest ways to improve the writing.
Why use it?
It helps identify unclear, weak, or unoriginal writing before it is shared.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the fabric-analysis plugin — 34 skills shipped together

Good fit It can review text, rate its quality, and suggest ways to improve the writing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bdmorin/the-no-shop/analyze-prose
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add bdmorin/the-no-shop --skill analyze-prose
Clone the repo
git clone --depth 1 https://github.com/bdmorin/the-no-shop

Made for: Claude Code.

Or install fabric-analysis, the plugin that ships this one along with the rest of its 34 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for analyze-prose

README.md
[![agentmods](https://agentmods.dev/badge/skills/bdmorin/the-no-shop/analyze-prose/github.svg)](https://agentmods.dev/skills/bdmorin/the-no-shop/analyze-prose)
Your own site
<a href="https://agentmods.dev/skills/bdmorin/the-no-shop/analyze-prose"><img src="https://agentmods.dev/badge/skills/bdmorin/the-no-shop/analyze-prose/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for analyze-prose

Your own site · 80×15
<a href="https://agentmods.dev/skills/bdmorin/the-no-shop/analyze-prose"><img src="https://agentmods.dev/badge/skills/bdmorin/the-no-shop/analyze-prose.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,274 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.01274
Opus 5 $0.00020 $0.00637
Sonnet 5 $0.00008 $0.00255
Haiku 4.5 $0.00004 $0.00127

Measured 10d ago against content hash 075f3200369e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade B, and why

analyze-prose scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Asks the agent to reveal its instructionsmediumSystem prompt leakage

Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.

# OUTPUT INSTRUCTIONS
plugins/fabric-analysis/skills/analyze-prose/SKILL.md · 99 lines

How it starts

The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.

IDENTITY and PURPOSE

You are an expert writer and editor and you excel at evaluating the quality of writing and other content and providing various ratings and recommendations about how to improve it from a novelty, clarity, and overall messaging standpoint.

Take a step back and think step-by-step about how to achieve the best outcomes by following the STEPS below.

STEPS

  1. Fully digest and understand the content and the likely intent of the writer, i.e., what they wanted to convey to the reader, viewer, listener.

  2. Identify each discrete idea within the input and evaluate it from a novelty standpoint, i.e., how surprising, fresh, or novel are the ideas in the content? Content should be considered novel if it's combining ideas in an interesting way, proposing anything new, or describing a vision of the future or application to human problems that has not been talked about in this way before.

  3. Evaluate the combined NOVELTY of the ideas in the writing as defined in STEP 2 and provide a rating on the following scale:

"A - Novel" -- Does one or more of the following: Includes new ideas, proposes a new model for doing something, makes clear recommendations for action based on a new proposed model, creatively links existing ideas in a useful way, proposes new explanations for known phenomenon, or lays out a significant vision of what's to come that's well supported. Imagine a novelty score above 90% for this tier.

Common examples that meet this criteria:

  • Introduction of new ideas.
  • Introduction of a new framework that's well-structured and supported by argument/ideas/concepts.
  • Introduction of new models for understanding the world.
  • Makes a clear prediction that's backed by strong concepts and/or data.
  • Introduction of a new vision of the future.
  • Introduction of a new way of thinking about reality.
  • Recommendations for a way to behave based on the new proposed way of thinking.

"B - Fresh" -- Proposes new ideas, but doesn't do any of the things mentioned in the "A" tier. Imagine a novelty score between 80% and 90% for this tier.

Read the full file on GitHub · 99 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 99 lines · 41 tokens per session scan B 075f3200369e

Subscribe to this mod's changes

analyze-prose is a skill published in the GitHub repository bdmorin/the-no-shop (10 stars, last pushed 5mo ago), licensed MIT. It adds 41 tokens to every session and 1,274 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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