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Request Analyzer

Checked
smallnest·vlatest·other·MIT

Analyzes user requests to extract key information & intent, improving chatbot understanding and response accuracy for better interactions.

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 smallnest/goskills --skill request-analyzer -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

smallnest

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 smallnest/goskills at f9a22832c2.

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

Commit
f9a22832c2
Manifest
testdata/skills/request-analyzer/SKILL.md
Scanned
2 files, 814 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 smallnest-request-analyzer skill analyzes incoming requests to an AI agent. It provides a structured breakdown of the request, identifying key elements and potential issues. This allows agents to better understand user intent and respond more effectively.

When to use it

  • Complex Requests: Use when handling requests with multiple clauses or ambiguous language.
  • Error Handling: Integrate to proactively identify potentially problematic requests before processing them.
  • Request Logging & Analysis: Employ for logging and analyzing request patterns to improve agent performance.
  • Improved Response Accuracy: Leverage the analysis to tailor responses based on specific request components.

Key capabilities

  • Request parsing
  • Structured breakdown of requests
  • Identification of key elements within a request

Example prompts

  • "Analyze this user request: 'Find me flights from London to New York next Tuesday, and also book a hotel.'"
  • "Can you break down the intent behind this message: 'I want to order a pizza with pepperoni and mushrooms, but make sure it's delivered quickly!'"
  • "What are the key components of this request: 'Remind me to call John at 3pm tomorrow if the weather is sunny.'"

Tips & gotchas

The skill requires access to the raw text of incoming requests. Ensure your agent architecture allows for this data to be passed to the skill for proper analysis.