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Ai Readability Audit

Checked
refly-ai·vlatest·writing

Helps with AI, auditing as part of agent workflows workflows.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add refly-ai/refly-skills --skill ai-readability-audit -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

refly-ai

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned refly-ai/refly-skills at 5a546d2f9f.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
5a546d2f9f
Manifest
skills/ai-readability-audit/SKILL.md
Scanned
2 files, 65 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The ai-readability-audit skill analyzes text and provides a readability score based on established formulas. It identifies potential areas for improvement in clarity and comprehension, making written material more accessible to a wider audience. The skill outputs both a numerical score (e.g., Flesch Reading Ease) and suggestions for simplification.

When to use it

  • Marketing materials: Evaluate the readability of website copy or ad campaigns to ensure they resonate with your target demographic.
  • Technical documentation: Assess user manuals or API documentation to make complex information easier to understand.
  • Educational content: Check the reading level of learning materials to align them with students' comprehension abilities.
  • Blog posts & articles: Improve engagement by ensuring online content is easily digestible for a broad readership.

Key capabilities

  • Calculates Flesch Reading Ease score.
  • Provides suggestions for improving readability.
  • Analyzes text input.

Example prompts

  • "Analyze the readability of this paragraph: [paste paragraph here]"
  • "What's the Flesch Reading Ease score for this article? [paste article here]"
  • "Can you simplify this sentence and tell me its new readability score?: [paste sentence here]"

Tips & gotchas

The skill’s accuracy depends on the quality of the input text. Very short or unusual texts may produce less reliable results.