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Semtools

Checked
massgen·vlatest·writing

Semtools analyzes text for semantic consistency, ensuring clarity and reducing ambiguity in generated content – vital for polished 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 massgen/massgen --skill semtools -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

massgen

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 massgen/massgen at 007bd85792.

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

Commit
007bd85792
Manifest
massgen/skills/semtools/SKILL.md
Scanned
1 file, 537 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 semtools skill provides access to semantic tools and resources. It allows AI agents to perform tasks related to semantic understanding, potentially including text analysis or data interpretation based on meaning rather than just keywords. The specific capabilities are not detailed in the provided source material.

When to use it

  • Analyzing customer feedback for sentiment and underlying themes.
  • Extracting key concepts from research papers.
  • Categorizing documents based on their semantic content.
  • Improving search relevance by understanding user intent.

Key capabilities

  • Access to semantic tools
  • Semantic understanding features (specifics not detailed)

Example prompts

  • "Analyze this text and identify the main topics: [text]"
  • "What is the sentiment expressed in this customer review? [review text]"
  • "Categorize this document based on its meaning: [document content]"

Tips & gotchas

The specific functionalities of semtools are not fully described. Experimentation with different prompts and data types may be required to understand its full potential and limitations.