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jwynia·vlatest·backend

Helps with web development, search as part of developing backend services and APIs 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 jwynia/agent-skills --skill web-search --full-depth -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

jwynia

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 jwynia/agent-skills at e02ec7e226.

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

Commit
e02ec7e226
Manifest
skills/general/research/tools/web-search/SKILL.md
Scanned
1 file, 96 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 jwynia-web-search skill enables AI agents to perform web searches, retrieving relevant information from the internet. It is designed for backend use and integrates with search engines or APIs to fetch up-to-date data dynamically.

When to use it

  • To gather real-time data such as stock prices, weather updates, or news articles.
  • When an AI agent needs to answer questions that require external knowledge not available in its training data.
  • For automating research tasks like finding academic papers, product reviews, or industry reports.
  • To validate or supplement information from internal databases with current online sources.

Key capabilities

  • Perform dynamic web searches using backend APIs.
  • Retrieve structured and unstructured data from search results.
  • Handle queries requiring up-to-date or external information.

Example prompts

  • "Find the latest news about AI regulations in 2025."
  • "Search for recent reviews of the product 'Xyz Corp Smartwatch'."
  • "Get the current exchange rate between USD and EUR."

Tips & gotchas

  • Ensure that your API keys or access tokens are securely managed when using external search services.
  • Be mindful of rate limits and usage policies from the search provider to avoid disruptions in service.