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Eval Clarity

Checked
whitespectre·vlatest·ai-ml

Eval Clarity assesses text for readability and understanding, ensuring clear communication and reducing ambiguity in outputs.

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 whitespectre/ai-assistant-evals --skill eval-clarity -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

whitespectre

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 whitespectre/ai-assistant-evals at 8d48470982.

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

Commit
8d48470982
Manifest
skills/eval-clarity/SKILL.md
Scanned
2 files, 61 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 eval-clarity skill assesses and improves the clarity of AI agent responses. It analyzes text for readability, identifying areas where language can be simplified or made more direct. The tool provides suggestions to enhance comprehension and ensure messages are easily understood by a wider audience.

When to use it

  • Improving customer service bot replies: Ensure automated responses are easy for customers to understand, reducing frustration and improving satisfaction.
  • Refining technical documentation: Make complex instructions or explanations more accessible to users with varying levels of expertise.
  • Evaluating marketing copy: Assess the clarity and impact of promotional materials before publication.
  • Checking internal communications: Guarantee that memos and announcements are easily understood by all employees.

Key capabilities

  • Readability assessment
  • Language simplification suggestions
  • Directness enhancement
  • Audience comprehension improvement

Example prompts

  • "Evaluate the clarity of this response: [paste AI agent response here]"
  • "How can I make this paragraph more readable? [paste text to be improved]"
  • "Assess the directness of this explanation and suggest improvements. [paste explanation]"

Tips & gotchas

The skill’s effectiveness depends on the quality of the input text; poorly written or ambiguous source material will yield less useful results. Consider providing context about the intended audience for optimal clarity assessment.