motif-analyze

Route Motif user intent to vibe report, live dashboard, or AI personalization workflows.

19|1|Updated Mar 4, 2026
One-click install
npx skills add https://github.com/Bulugulu/motif-cli --skill motif-analyze
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: motif-analyze
Source: https://github.com/Bulugulu/motif-cli/tree/main/skill
Command: npx skills add https://github.com/Bulugulu/motif-cli --skill motif-analyze

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically interpret user mentions of Motif and route them to the appropriate workflow (vibe report, live dashboard, or AI personalization), reducing manual decision-making and setup time.

Core Features & Use Cases

  • Unified intent detection: Recognizes phrases like "motif analyze", "vibe report", "live dashboard", and "personalize my AI" to trigger the correct flow.
  • Context-aware routing: Directs users to Path A, Path B, or Path C or presents a menu when intent is unclear.
  • Safe execution flow: Enforces prerequisites, update checks, and user confirmation steps to avoid misconfigurations.

Quick Start

Ask the user what Motif feature they'd like to use and follow Path A, B, or C accordingly.

Frequently Asked Questions about motif-analyze

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a vibe report from my project data?

To generate a vibe report, the Motif workflow automatically extracts project data and routes you through Path A to produce actionable coding insights. It interprets your request and prepares the necessary data extraction steps.

What is the best way to set up a live dashboard for AI coding insights?

Setting up a live dashboard involves triggering Motif's Path B, which handles project selection and deploys the visualization workflow. The system automatically routes your intent when you mention a live dashboard.

How does intent routing work when I mention different Motif features?

Intent routing works by detecting specific phrases like "vibe report" or "personalize AI" to automatically direct you to the correct action path. If your input is ambiguous, it presents a menu for manual selection.

Do I need to manually configure workflows to personalize my AI?

You do not need to manually configure workflows to personalize AI. Mentioning personalization triggers Path C, which automatically handles Skill deployment and guides you through the setup with built-in safety checks.

What happens if my Motif feature request is unclear or ambiguous?

If your Motif request is ambiguous, the routing logic pauses and presents a menu to clarify whether you want a vibe report, live dashboard, or AI personalization. This prevents incorrect workflow execution.

Are there safety checks before deploying personalized AI workflows?

There are enforced safety checks before deploying personalized AI workflows. The system requires prerequisite verification, update checks, and explicit user confirmation to avoid misconfigurations during Skill deployment.