Back to skills
SkillHub ClubResearch & OpsFull Stack

jtbd

Jobs to Be Done analysis to understand what customers really want. Use for product discovery, competitive analysis, or understanding why customers hire/fire solutions.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
50
Hot score
91
Updated
March 20, 2026
Overall rating
C2.8
Composite score
2.8
Best-practice grade
A85.2

Install command

npx @skill-hub/cli install neurofoo-agent-skills-jtbd

Repository

neurofoo/agent-skills

Skill path: jtbd

Jobs to Be Done analysis to understand what customers really want. Use for product discovery, competitive analysis, or understanding why customers hire/fire solutions.

Open repository

Best for

Primary workflow: Research & Ops.

Technical facets: Full Stack.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: neurofoo.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install jtbd into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/neurofoo/agent-skills before adding jtbd to shared team environments
  • Use jtbd for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Original source / Raw SKILL.md

---
name: jtbd
description: Jobs to Be Done analysis to understand what customers really want. Use for product discovery, competitive analysis, or understanding why customers hire/fire solutions.
user-invocable: true
---

# Jobs to Be Done Analysis

Analyze a product, feature, or situation through the Jobs to Be Done framework to understand what customers really want.

## Instructions

Identify the underlying jobs customers are trying to accomplish, including functional, emotional, and social dimensions. Consider the full context of when and why they "hire" solutions.

### Output Format

**Subject**: [Product/feature/situation being analyzed]

---

## The Context

**When does the job arise?**
[Describe the triggering situation or circumstance]

**Who has this job?**
[Customer segments or personas]

**How are they currently solving it?**
[Existing solutions, competitors, or workarounds]

---

## Job Statement

**Core Job**
> When [situation], I want to [motivation], so I can [expected outcome].

---

## Job Dimensions

### Functional Job
*The practical task they're trying to complete*

| Job | Importance | Current Solution |
|-----|------------|-----------------|
| [functional job 1] | High/Med/Low | [how they do it now] |

### Emotional Job
*How they want to feel*

| Feeling They Want | Feeling They Want to Avoid |
|------------------|---------------------------|
| [positive emotion] | [negative emotion] |

### Social Job
*How they want to be perceived*

| How They Want to Be Seen | By Whom |
|-------------------------|---------|
| [perception] | [audience] |

---

## Forces Analysis

**Forces pushing toward change**
| Force | Strength |
|-------|----------|
| Push: Frustration with current solution | [description] |
| Pull: Attraction of new solution | [description] |

**Forces resisting change**
| Force | Strength |
|-------|----------|
| Anxiety: Fear about new solution | [description] |
| Inertia: Comfort with current way | [description] |

---

## Compensating Behaviors

*What workarounds do people use when no good solution exists?*

| Workaround | Why They Do It | What It Reveals |
|------------|---------------|-----------------|
| [behavior] | [reason] | [insight] |

---

## Competitive Alternatives

*Competition is anything that could be hired for this job*

| Alternative | When It Gets Hired | Strengths | Weaknesses |
|-------------|-------------------|-----------|------------|
| [competitor] | [situation] | [pros] | [cons] |
| [do nothing] | [situation] | [pros] | [cons] |

---

## Insights

**The real job is...**
[What you've learned about what customers actually want]

**Current solutions fail because...**
[Gaps in existing solutions]

**Opportunity areas...**
[Where better solutions could win]

## Guidelines

- Jobs are stable; solutions change. Focus on the job, not the product.
- "Do nothing" is always a competitor
- Emotional and social jobs often matter more than functional ones
- The circumstance matters as much as the job itself

$ARGUMENTS
jtbd | SkillHub