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Frontend To Backend Requirements

Checked
visualxintelligence·vlatest·frontend·MIT

Helps with frontend development, backend development as part of building frontend UIs and user experiences 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 visualxintelligence/agent-toolkit --skill frontend-to-backend-requirements -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

visualxintelligence

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 visualxintelligence/agent-toolkit at 8e8a9f9711.

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

Commit
8e8a9f9711
Manifest
skills/frontend-to-backend-requirements/SKILL.md
Scanned
2 files, 339 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

This skill translates frontend user interface (UI) requirements into backend implementation specifications. It bridges the gap between design and development by automatically generating structured data suitable for backend engineers or automated systems. The skill aims to reduce ambiguity and improve communication in software development workflows, ultimately accelerating project timelines.

When to use it

  • When a designer provides UI mockups or user stories that need to be translated into technical specifications.
  • To generate API endpoints or database schemas based on frontend design requirements.
  • For automating the creation of backend tasks from high-level UI descriptions.
  • As part of an automated workflow for building full-stack applications.

Key capabilities

  • UI requirement translation
  • Backend specification generation
  • API endpoint creation (potential)
  • Database schema definition (potential)

Example prompts

  • "Translate this Figma design into a backend API spec."
  • “Generate database tables based on these user story requirements.”
  • "Create a task list for implementing the following UI feature: [describe UI feature]."

Tips & gotchas

The quality of the generated specifications depends heavily on the clarity and detail provided in the initial UI requirements. Providing comprehensive design documentation or well-defined user stories will yield better results.