ad-spend-optimizer
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use…
Understand why customers really buy by uncovering the \"job\" they're hiring your product to do Use when: **Understanding customer motivation** beyond demographics and feature requests; **Finding product-market fit** by identifying the real progress customers seek; **Discovering
Claude Code
$ npx -y skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done --agent claude-code
Codex
$ npx skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done -a codex -y
Cursor
$ npx skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done -a cursor -y
Gemini CLI
$ npx skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done -a gemini-cli -y
GitHub Copilot
$ npx skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done -a github-copilot -y
OpenCode
$ npx skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done -a opencode -y
Windsurf
$ npx skills add guia-matthieu/clawfu-skills --skill jobs-to-be-done -a windsurf -y
name: jobs-to-be-done description: "Understand why customers really buy by uncovering the \"job\" they're hiring your product to do Use when: **Understanding customer motivation** beyond demographics and feature requests; **Finding product-market fit** by identifying the real progress customers seek; **Discovering why customers switch** (or don't) between solutions; **Identifying true competition** that isn't obvious from industry categories; **Creating marketing messages** that resonate with real customer struggles" license: MIT metadata: author: ClawFu version: 1.0.0 mcp-server: "@clawfu/mcp-skills"
> Understand why customers really buy by uncovering the "job" they're hiring your product to do
| Aspect | Details | |--------|---------| | **Source** | Competing Against Luck (2016), The Innovator's Solution (2003) | | **Expert** | Clayton Christensen (Harvard Business School), Tony Ulwick (Strategyn) | | **Core Principle** | "People don't buy products; they hire them to get jobs done. Understanding the job—not the customer or the product—is the key to predictable innovation." |
| Claude Does | You Decide | |-------------|------------| | Structures production workflow | Final creative direction | | Suggests technical approaches | Equipment and tool choices | | Creates templates and checklists | Quality standards | | Identifies best practices | Brand/voice decisions | | Generates script outlines | Final script approval |
This skill helps you shift from asking "Who is my customer?" to asking "What job is my customer trying to get done?"
The result is a fundamentally different understanding of why people buy:
1. **Uncover the real job** - The progress customers are trying to make in their lives 2. **See all three dimensions** - Functional, emotional, and social needs 3. **Understand the forces** - What pushes people to change and what holds them back 4. **Map the job** - Break it down into steps where you can add value 5. **Identify true competition** - Everyone solving the same job, regardless of category
This transforms feature-driven product development into progress-driven innovation.
Help me identify the Job to Be Done for customers who buy [product/service]. Use the Christensen JTBD framework. Consider functional, emotional, and social dimensions.
I'm seeing customers use my product for [unexpected purpose]. Help me understand what job they might be hiring it for using JTBD analysis.
Create a Job Map for [specific customer goal]. Break it into the 8 universal steps and identify where customers might struggle most.
Analyze the forces of progress for someone switching from [current solution] to [my product]. What's pushing them, pulling them, causing anxiety, and creating habit inertia?
Write Job Stories (not user stories) for my [product]. Focus on situation, motivation, and expected outcome rather than user type and action.
┌─────────────────────────────────────────────────────────────┐ │ JOBS TO BE DONE │ ├─────────────────────────────────────────────────────────────┤ │ │ │ "When [CIRCUMSTANCE], I want to [JOB], so I can [OUTCOME]" │ │ │ │ ┌───────────┐ ┌───────────┐ ┌───────────┐ │ │ │FUNCTIONAL │ + │ EMOTIONAL │ + │ SOCIAL │ │ │ │ JOB │ │ JOB │ │ JOB │ │ │ └───────────┘ └───────────┘ └───────────┘ │ │ │ │ What they're How they want How they want │ │ trying to DO to FEEL to be SEEN │ │ │ └─────────────────────────────────────────────────────────────┘
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Every job has three dimensions. Products that address all three are far more likely to be "hired."
| Dimension | Question | Example (Fitness App) | |-----------|----------|-----------------------| | **Functional** | What are they trying to accomplish? | Get exercise guidance and track workouts | | **Emotional** | How do they want to feel? | Feel confident, accomplished, in control of health | | **Social** | How do they want to be perceived? | Be seen as fit, disciplined, health-conscious |
**Key Insight**: Many products fail because they nail the functional job but ignore the emotional and social dimensions.
**Exercise**: For your product, fill in:
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Four forces determine whether a customer will "switch" to your solution:
┌─────────────┐
│ PUSH │
│ Problems │
│ with status │
│ quo │
└──────┬──────┘
↓
┌─────────────┐ ┌──────────────┐ ┌─────────────┐
│ HABIT │←────│ CUSTOMER175 expert marketing methodologies for AI agents. Free. Open source. MIT licensed. Dunford on positioning. Schwartz on copywriting. Cialdini on persuasion. Ogilvy on advertising. Hormozi on offers. Voss on negotiation.
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