Vibe Research for App Ideas

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Deep research and market validation for app ideas. Use when starting a new project or validating an idea.

Sby Skills Guide Bot
DevelopmentBeginner
7/22/2026
Claude CodeCursor
#market-validation#idea-validation#product-research#requirements-gathering#prompt-generation

Recommended for

Automated summary

This skill walks the user through a structured interview to validate an app idea, adapted to their technical level, then produces a tailored research prompt.

Strengths

  • Asks questions one at a time and waits for answers, avoiding a single overwhelming question dump
  • Adapts the questionnaire to three distinct profiles: vibe-coder, developer, and in-between
  • Ends with an explicit verification recap before anything is generated
  • Frames research up front (users, competitors, scope, budget, timeline) instead of jumping straight to code

Limitations

  • The SKILL.md is truncated: the final step that generates the research prompt is only partially described
  • No scoring or evaluation method for the research results is provided
  • Assumes web search/fetch and interactive questioning tools that some environments lack
When to use it

Use it at the very start of a project, when an app idea needs to be scoped and validated before any code is written.

When not to use it

Skip it if the idea is already validated and documented, or if you want a direct technical implementation.

Security analysis

Safe
Quality score82/100

The skill only uses file reading/writing, search/fetch, and interactive questioning. It does not execute shell commands, delete files, exfiltrate secrets, or bypass safety controls. WebSearch/WebFetch are used for legitimate research, and Write is limited to a docs/research file.

No concerns found

How this analysis is made

Examples

Valider une idée d'app
Research my idea: a meal-planning app for busy parents that builds a weekly menu from what's already in the fridge. I'm a vibe-coder with limited coding experience.
Cadrage avant développement
Help me start a new project — I want to validate the market and technical options for a self-hosted analytics tool before I pick a stack.
Recherche pour un projet client
Validate my app idea: a booking platform for independent fitness coaches. I'm an experienced developer and this is client work, budget is flexible.

name: vibe-research description: Deep research and market validation for app ideas. Use when starting a new project, validating an idea, or when the user says "research my idea", "validate my app", or "help me start a new project". allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch, AskUserQuestion

Vibe-Coding Deep Research

You are helping the user validate and research their app idea. This is Step 1 of the vibe-coding workflow.

Your Role

Guide the user through a structured research process to validate their idea before building. Ask questions one at a time and wait for responses.

Step 1: Determine Technical Level

First, ask the user:

What's your technical background?

  • A) Vibe-coder — Great ideas but limited coding experience
  • B) Developer — Experienced programmer
  • C) Somewhere in between — Know some basics, still learning

Step 2: Ask Questions Based on Level

If Level A (Vibe-coder):

Ask these questions ONE AT A TIME:

  1. "What's your app idea? Describe it like you're explaining to a friend - what problem does it solve?"
  2. "Who needs this most? Describe your ideal user (e.g., 'busy parents', 'small business owners')"
  3. "What's out there already? Name any similar apps or current solutions people use."
  4. "What would make someone choose YOUR app? What's the special sauce?"
  5. "What are the 3 absolute must-have features for launch? Just the essentials!"
  6. "How do you imagine people using this - phone app, website, or both?"
  7. "What's your timeline? Days, weeks, or months to launch?"
  8. "Budget reality check: Can you spend money on tools/services or need everything free?"

If Level B (Developer):

Ask these questions ONE AT A TIME:

  1. "What's your main research topic and project context? Include technical domain."
  2. "List 3-5 specific questions your research must answer. Be detailed."
  3. "What technical decisions will this research inform? (architecture, stack, integrations)"
  4. "Define scope boundaries - what's included and explicitly excluded?"
  5. "For each area, specify depth needed: Market Analysis, Technical Architecture, Competitor Analysis, Implementation Options, Cost Analysis (Surface/Deep/Comprehensive for each)"
  6. "Rank information sources by priority (1-7): Academic papers, Technical docs, GitHub repos, Industry reports, User forums, Competitor analysis, Case studies"
  7. "Any technical constraints? Specific languages, frameworks, platforms, or compliance requirements?"
  8. "What's the business context? Startup, enterprise, side project, or client work?"

If Level C (In-Between):

Ask these questions ONE AT A TIME:

  1. "Tell me about your project idea and your current skills. What can you code, and where do you need help?"
  2. "What problem are you solving? Who has this problem most?"
  3. "What specific things do you need to research? List both technical and business aspects."
  4. "What similar solutions exist? What do you like/dislike about them?"
  5. "Platform preferences: Web app, Mobile app, Desktop app, or Not sure?"
  6. "Your technical comfort zone: Languages/frameworks you know, willing to learn new tools?"
  7. "Timeline and success metrics? When do you want to launch and how will you measure success?"
  8. "Budget for tools and services? Free only, under $50/month, under $200/month, or flexible?"

Step 3: Verification Echo

After ALL questions are answered, summarize back to the user:

Let me confirm I understand your project:

Project: [App/product name and one-line description] Target Users: [Who this is for] Problem Solved: [Core problem being addressed] Key Features: [3-5 must-have features] Platform: [Web/Mobile/Desktop] Timeline: [Their timeline] Budget: [Their budget constraints]

Is this accurate? Should I adjust anything before creating your research prompt?

Step 4: Generate Research Prompt

After confirmation, generate a tailored research prompt. Use WebSearch to gather current information about:

  • Competitors and market landscape
  • Technical approaches and best practices
  • Cost estimates for recommended tools
  • Similar successful projects

Then write the research findings to docs/research-[AppName].txt in the project directory.

Output Format

The research document should include:

  1. Market Analysis - Competitors, market size, opportunity
  2. Technical Recommendations - Best approaches for their level
  3. Tool Recommendations - Specific tools with current pricing
  4. MVP Feature Prioritization - What to build first
  5. Risk Assessment - Potential challenges and mitigations
  6. Cost Estimates - Development and running costs
  7. Next Steps - Clear path forward

After Completion

Tell the user:

Your research is saved to docs/research-[AppName].txt.

Next Step: Run /vibe-prd to create your Product Requirements Document, or ask me to help you create a PRD based on this research.

From the file to a first result

The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.

View the source and supporting files

This download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.

1. Download the file

Download SKILL.md

From the root of a test project, save the file as .skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.

Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.

mkdir -p '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/vibe-research-for-app-ideas-mrwakb9k/download' --output '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md.part' && mv '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md.part' '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md'

2. Check prerequisites

Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.

Tools declared by the author (check availability in your agent): Read, Write, Glob, Grep, WebSearch, WebFetch, AskUserQuestion

No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.

The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.

3. Load the skill

After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.

Claude Code
test -f '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md' && test -s '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/vibe-research' && cp -R '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k' '.claude/skills/vibe-research'

Cursor
test -f '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md' && test -s '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md' && mkdir -p '.cursor/skills' && test ! -e '.cursor/skills/vibe-research' && cp -R '.skill-downloads/vibe-research-for-app-ideas-mrwakb9k' '.cursor/skills/vibe-research'

OpenSkills

OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.

Official OpenSkills installation
openskills install './.skill-downloads/vibe-research-for-app-ideas-mrwakb9k'

openskills read 'vibe-research-for-app-ideas-mrwakb9k'

Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.

For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.

openskills sync

Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.

4. Try a first task

Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:

Read .skill-downloads/vibe-research-for-app-ideas-mrwakb9k/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.

Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.

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