mcpbeat

Jtbd

neurofoo/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.

5k tokens
context cost
the whole folder, loaded on every use
4
files
instructions only
1
copies elsewhere
how many repositories repackaged it
106
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/neurofoo/agent-skills --skill jtbd

What comes with it

16 007 bytes besides the instruction
commands/jobs.md
commands/jtbd.md
references/examples.md

The instruction itself

14 sections, as written by the author

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

Repackaged in 1 other repositories

same content, different owner
christophacham/agent-skills-library open on GitHub →

How to use it

Copy the folder

Take neurofoo/jtbd from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.