Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

Back to skills

Jobs To Be Done

ASecurity

Understand customer motivations by uncovering the job they hire your product to do, not demographics or features they request

22 stars
0 votes
0 copies
0 views
Added 9/20/2026
researchgo

Works with

cli

Security Analysis

A100/100

Scanned 9/20/2026

Install to Claude Code

$npx -y skills add lev-os/agents --skill jobs-to-be-done --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jobs To Be Done?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Jobs To Be Done
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/lev-os-jobs-to-be-done/badge)](https://www.skillsdirectory.com/skills/lev-os-jobs-to-be-done)

More formats (shields.io, HTML) on the badges page.

Download Zip
Files
SKILL.md
---
name: jobs-to-be-done
description: Understand customer motivations by uncovering the job they hire your product to do, not demographics or features they request
---

# Jobs to Be Done (JTBD)

## Overview
Clayton Christensen's Jobs to Be Done framework states: People don't buy products, they hire them to make progress in their lives. Focus on the **job** (goal/outcome), not customer demographics or product features. Classic example: "People don't want a quarter-inch drill, they want a quarter-inch hole."

## Core Insight
Customers "hire" products to get a job done. Understand the job to build better solutions and identify non-obvious competitors.

**Example**: Commuters hire podcasts to "make commute productive." Competitor isn't just other podcasts—it's audiobooks, music, phone calls (all do similar job).

## JTBD Statement Format
**When** [situation], **I want to** [motivation], **So I can** [expected outcome]

**Example**: When I'm traveling for work, I want to quickly find healthy food options, so I can maintain energy without wasting time.

## Process

### Step 1: Identify the Job
Interview customers about moments they decided to buy/use your product. Focus on the circumstance, not the person.

**Question**: "Walk me through the day you decided to buy this product. What were you trying to accomplish?"

### Step 2: Map the Job Statement
Extract: Situation (when), Motivation (want to), Outcome (so I can).

**Example**: Milkshake study: Parents "hired" milkshakes to "keep kids occupied on long morning commute so they could drive peacefully."

### Step 3: Identify Competing Jobs
Who else do customers "hire" for the same job? Includes non-obvious competitors.

**Example**: Gym membership job: "Feel healthy and confident." Competitors: Fitness apps, diet plans, athleisure clothing (all address same job).

### Step 4: Optimize for the Job
Redesign product to better fulfill the job, not just add features.

**Example**: McDonald's milkshakes: Made thicker (lasted longer commute), easier to buy (drive-thru optimization), added fruit chunks (guilt-reduction for breakfast).

## Example Application

**Company**: Note-taking app struggling with retention

**Research**: Interview users: "When do you use our app?"

**Jobs discovered**:
1. "When I'm in a meeting, I want to capture action items, so I can follow up later"
2. "When reading articles, I want to save insights, so I can reference them when writing"
3. "When feeling overwhelmed, I want to brain dump, so I can organize thoughts"

**Insight**: Three distinct jobs. Current product optimized for none specifically.

**Decision**: Split into three products or prioritize one job. Choose job #1 (meeting notes), optimize for that.

**Outcome**: Add meeting templates, integrations with calendar, automatic action item extraction. Retention for "meeting notes" job increases 2x.

## When to Use
- Discovering why customers really use your product
- Identifying non-obvious competitors
- Prioritizing feature development
- Entering new markets (understand the job, not demographics)

## Anti-Patterns
- ❌ Focusing on demographics ("millennials want...") vs. jobs
- ❌ Asking "What features do you want?" (users describe solutions, not jobs)
- ❌ Treating all use cases as one job (different jobs need different products)
- ❌ Confusing job with task ("I want to click this button" is not a job)

## Success Metrics
- **Job Completion Rate**: % of customers who successfully accomplish the job
- **Time to Job Completion**: Speed from trigger to desired outcome
- **Switching Rate**: How often customers "fire" alternatives for your product
- **Job Satisfaction Score**: How well product delivers on functional + emotional + social dimensions

## Integration with Other Frameworks
**Combines with**:
- Opportunity Solution Trees: Map solutions to job dimensions
- Continuous Discovery Habits: Weekly interviews to uncover jobs
- The Mom Test: Questions that reveal actual jobs, not opinions
- Kano Model: Distinguish must-have job requirements from delighters

**Complements**:
- Outcome-Driven Innovation (ODI): Tactical implementation method
- Value Proposition Canvas: Map jobs to solutions visually
- User Story Mapping: Structure backlog around job completion

## Common Pitfalls

### Confusing Tasks with Jobs
**Task**: "I need to share this file"
**Job**: "When collaborating remotely, I want to coordinate on documents, so we can make decisions without meetings"

### Stopping at Functional Jobs
Don't ignore emotional and social dimensions. A gym isn't just hired to "exercise" (functional), but also to "feel accomplished" (emotional) and "be seen as health-conscious" (social).

### Treating All Customers as One Job
Different circumstances = different jobs. A person might hire your product for different jobs in different contexts. Don't try to serve all jobs with one solution.

## References
- "Competing Against Luck" - Clayton Christensen
- "When Coffee and Kale Compete" - Alan Klement
- Christensen Institute JTBD resources
- StrategyN Outcome-Driven Innovation (Tony Ulwick)
- The Re-Wired Group (Bob Moesta switch interviews)

## Related
- continuous-discovery-habits
- opportunity-solution-trees
- mom-test
- user-research-methodologies
- product-strategy
- customer-development
- kano-model
- value-proposition

Attribution

lev-oslev-os
View sourceMore from lev-os →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Competitor Analysis

This skill provides comprehensive analysis of competitor SEO and GEO strategies, revealing what's working in your market and identifying opportunities to outperform the competition.

1823 votes

Deep Research

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review...

452202 votes

Paperclip Distill

Use when an operation issue is a Paperclip cursor-window, distill, or backfill — `operationType: "distill"` or `"backfill"` and the body references a Paperclip source bundle for a project or root issue. Turn raw Paperclip activity into a wiki-insightful project page, decisions log, and history note. This skill exists specifically to replace the stiff, datestamp-heavy templated output that the deterministic distiller produces.

805541 votes

Academic Pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publi...

452201 votes

Exa Search

Semantic search, similar content discovery, and structured research using Exa API

304951 votes
View all in research →