Skill

Route users to the right skill through guided interview

Interview a user with 4 funnel questions, then recommend 1 primary and up to 2 secondary skills from the installed library.


69
Spark score
out of 100
Updated last month
Source checked Oct 8, 2026
Version 19.0.1

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Why it matters

Help users who are unsure which skill to use by conducting a structured interview to understand their goal, then recommend the most relevant skill(s) from the library with clear invocation instructions.

Outcomes

What it gets done

01

Ask funnel questions to identify task area, specificity, tech stack, and work style preferences

02

Match user needs to primary and secondary skills from the installed library

03

Provide ready-to-paste invocation syntax with contextual explanations

04

Generate complete prompts users can immediately copy and use

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-skill-router | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

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Overview

Interviews a user unsure which installed skill to use with a short funnel of questions, then recommends one primary and up to two secondary skills with exact invoke syntax and an offer to write a ready-to-paste prompt. Use it when a user says they don't know where to start, has a vague goal, or is new to a skill library and needs a concrete next step instead of browsing the full list.

What it does

Skill Router helps a user who is unsure what to do or which installed skill to use. It runs a short structured interview - opening warmly without suggesting anything yet, then asking up to four funnel questions one at a time, skipping any that an earlier answer makes irrelevant: the broad task area (building, debugging, security, AI/agents, marketing, DevOps, design, or planning), how specific the task already is (clear spec, rough idea, or starting from scratch), the tech stack or domain if relevant, and whether the user wants to work fully autonomously or stay in the loop. From the answers it recommends exactly one primary skill and up to two secondary skills, each with the exact @invoke syntax to copy-paste, for example:

 Primary Skill: `@skill-name`
*Why:* [1-2 sentences]
*Invoke it like this:*
@skill-name [paste their goal here]

It then offers to write a complete, ready-to-paste prompt using the recommended skill and everything learned in the interview.

When to use - and when NOT to

Use it when a user says "I don't know where to start" or "which skill should I use," has a vague goal with no clear method, asks "what should I use for...", or is new to the skill library and needs guidance. It never recommends more than one primary and two secondary skills at once, and if a goal spans multiple categories it picks the most upstream skill first - @brainstorming before @senior-fullstack, for instance. It does not execute the recommended skill itself; the user has to invoke it.

Inputs and outputs

Input is the user's answers to the funnel questions. Output is a primary skill recommendation with a one-to-two-sentence reason and invoke syntax, up to two secondary skills with a one-line reason each, and, on request, a full ready-to-paste prompt. A routing reference maps dozens of goals to specific skills - full-product building to @app-builder (or @brainstorming -> @plan-writing -> @app-builder if planning first), debugging to @systematic-debugging, third-party integrations to skills like @stripe-integration or @clerk-auth, security testing to @ethical-hacking-methodology plus @pentest-checklist, and fully autonomous or parallel execution to @loki-mode or @dispatching-parallel-agents.

Integrations

None beyond the installed skill library it routes into - it only works for skills that are actually installed, and its routing reference covers the most common skills, not every skill available.

Who it's for

Anyone new to a large skill library, or with a goal too vague to know which skill applies, who wants a short interview and a concrete, copy-pasteable next step instead of browsing the full skill list themselves.

Discussion

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