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Vibe Research

Checked
khazp·vlatest·other·MIT

Vibe Research analyzes text to determine its emotional tone and overall feeling, offering insights into sentiment and atmosphere.

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 khazp/vibe-coding-prompt-template --skill vibe-research -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

khazp

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 khazp/vibe-coding-prompt-template at db481763c2.

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

Commit
db481763c2
Manifest
.agents/skills/vibe-research/SKILL.md
Scanned
6 files, 321 lines
Copies in repo
3 — all of them scanned
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, Vibe Research, guides users through a structured process for validating app ideas before development. It acts as a research assistant, asking targeted questions to help users define their project scope, identify potential challenges, and refine their concept. The skill adapts its questioning based on the user's self-identified technical background (Vibe-coder, Developer, or In-Between). This is the first step in the larger "vibe-coding" workflow.

When to use it

  • When you have a new app idea and want to validate its potential before investing time and resources into development.
  • If you're unsure about your target audience or how your app fits within existing solutions.
  • To clarify the essential features needed for an initial launch.
  • For developers who need to conduct research to inform technical decisions.
  • When needing help structuring a research process and identifying key questions to answer.

Key capabilities

  • Adaptive Questioning: Tailors questions based on user's self-assessed technical skill level (Vibe-coder, Developer, In-Between).
  • Structured Research Process: Guides users through a series of targeted questions to validate app ideas.
  • Session Continuity: Encourages linking research, PRD (Product Requirements Document), and tech design in one conversation; provides summaries for restarting sessions.
  • Technical Level Assessment: Determines user's technical background to provide appropriate guidance.

Example prompts

  • "Let's validate my app idea. I’m a Vibe-coder."
  • "I need help researching the feasibility of a new project. My technical level is Developer."
  • "Can you guide me through some initial research for my app? I'd say I'm somewhere in between."

Tips & gotchas

  • The skill asks questions one at a time, so respond to each question before proceeding.
  • Be prepared to describe your app idea clearly and concisely.
  • This is the first step of a larger workflow; subsequent steps will build upon the research conducted here.