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Prompt Enhancer

Checked
sammcj·vlatest·ai-ml·Apache-2.0

This skill refines your prompts for AI models, boosting response quality and relevance – a crucial tool for better results!

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 sammcj/agentic-coding --skill prompt-enhancer -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

sammcj

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 sammcj/agentic-coding at b3333f90b6.

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

Commit
b3333f90b6
Manifest
Skills/prompt-enhancer/SKILL.md
Scanned
1 file, 83 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

The prompt-enhancer skill allows AI agents to automatically refine and optimize user inputs before processing. It transforms vague or incomplete requests into structured, high-quality prompts that yield more accurate and relevant responses.

When to use it

  • You have a rough idea of what you want but lack the specific technical phrasing for an agent.
  • Your initial query is too brief, leading to generic or irrelevant output from the AI.
  • You need to ensure complex multi-step instructions are interpreted correctly by the agent.
  • You want to save time by letting the tool handle prompt engineering nuances automatically.

Key capabilities

  • Automatically expands and clarifies ambiguous user requests.
  • Structures unorganized thoughts into logical, step-by-step instructions.
  • Adds necessary context and constraints to improve output quality.
  • Optimizes phrasing for better alignment with specific agent capabilities.

Example prompts

  • "I need a Python script to scrape data from this website, but I'm not sure how to write the request."
  • "Make my prompt about analyzing sales data more detailed so the agent doesn't miss key metrics."
  • "Refine this vague idea into a clear instruction for an AI coding agent."

Tips & gotchas

  • Provide at least a core concept or goal; completely empty inputs may result in generic enhancements.
  • Review the enhanced prompt before final submission to ensure it aligns with your specific intent, as the tool prioritizes clarity over niche constraints.