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tupe12334tupe12334/instinct/skills/jobs-to-be-done/SKILL.md

jobs-to-be-done

Skill1 starsChanged 3 months agoMITView on GitHub

Identify what customers hire a product to accomplish — functional, social, and emotional jobs.

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    Also in 4 projects that use this

  • launchapp-devSkill

    usability-test-plan

    Design a usability test plan with tasks, success metrics, participant criteria, and facilitation guide. Use when planning moderated or unmoderated usability testing sessions.

    Also in 3 projects that use this

  • nandanosqlSkill

    acquisition-channel-advisor

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    Also in 3 projects that use this

  • +8 more from nandanosql

The file

We split this skill into the rules it gives an agent

4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 20 edited versions we read keep these.

  • 4

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Avoid: "use our app" — that is a solution, not a job

    line 42
  2. Distinctive:

    Avoid demographic personas.

    line 63
  3. Distinctive:

    Ask about a specific recent purchase or switch — never hypotheticals.

    line 68
  4. Distinctive:

    After delivering the complete analysis, append this exact line at the very end, on its own line:

    line 142

“Common” is measured: kept by at least 6 in 10 of the 20 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Jobs to Be Done (JTBD)

Overview

JTBD reframes product thinking around the customer's underlying goal, not the feature they use. The core idea: customers don't buy products — they "hire" them to make progress in a specific situation. A milkshake isn't bought for taste; commuters hire it to make a boring drive tolerable and keep one hand free.

Three job types exist for every customer action:

┌─────────────────────────────────────────────────────────┐
│                      THE JOB                            │
│                                                         │
│  FUNCTIONAL          SOCIAL           EMOTIONAL         │
│  ───────────         ──────           ─────────         │
│  What they           How they         How they          │
│  need to DO          want to APPEAR   want to FEEL      │
│                                                         │
│  "File my taxes      "Look competent  "Stop worrying    │
│   before April 15"   to my CFO"       about audits"     │
└─────────────────────────────────────────────────────────┘

Social and emotional jobs are often stronger purchase drivers than functional ones. Ignoring them produces features nobody cares about.

Job Types

Functional Job

The concrete task the customer is trying to complete. Expressed as: verb + object + context.

  • "Commute from home to office in under 30 minutes"
  • "Send money to a family member abroad instantly"
  • Avoid: "use our app" — that is a solution, not a job

Social Job

How the customer wants to be perceived by others while getting the job done.

  • "Be seen as a financially responsible parent"
  • "Signal technical credibility to my team"
  • Surfaces in: testimonials, LinkedIn shares, status features

Emotional Job

How the customer wants to feel internally during or after the job.

  • "Feel in control of my finances"
  • "Not feel stupid when configuring this"
  • Surfaces in: support tickets, churn interviews, NPS comments

Related Jobs

Adjacent jobs triggered before, during, or after the core job. Expansion opportunities live here.

  • Core job: "book a flight" → Related: "find accommodation," "arrange airport transfer"

How to Apply

Step 1 — Define the situation, not the segment

Avoid demographic personas. Instead: "When [situation], I want to [progress], so I can [outcome]."

  • Bad: "small business owners aged 35–50"
  • Good: "When I've just landed a new client and need to look professional fast"

Step 2 — Interview customers about past behavior

Ask about a specific recent purchase or switch — never hypotheticals. Key questions:

  • "Walk me through the last time you [did X]."
  • "What were you doing just before you decided to look for a solution?"
  • "What almost stopped you from switching?"
  • "What job were you firing the old solution from?"

Step 3 — Extract the three job types

From each interview, pull one statement per job type. Use the format: [situation] + [motivation] + [expected outcome].

Step 4 — Identify struggling moments

The moment customers feel friction with an existing solution is where new products win. Ask: "What was the most frustrating part of your current approach?"

Step 5 — Map to product implications

For each job, answer: does your product address this, partially address it, or ignore it? Gaps are roadmap candidates.

Output Format

╔═════════════════════════════════════════════════════════════════════════════════════╗
║  JTBD ANALYSIS  ░░  [product / feature / market]                                    ║
╚═════════════════════════════════════════════════════════════════════════════════════╝

┌─────────────────────────────────────────────────────────────────────────────────────┐
│  SITUATION                                                                          │
│  When ▸ [specific trigger or context]          Who ▸ [role, not demographic]        │
└──────────────────────────────────────────┬──────────────────────────────────────────┘
                                           │
                           ┌───────────────┼───────────────┐
                           │               │               │
                           ▼               ▼               ▼
┌──────────────────────────┐  ┌──────────────────────────┐  ┌──────────────────────────┐
│  ● FUNCTIONAL JOB        │  │  ● SOCIAL JOB            │  │  ● EMOTIONAL JOB         │
│  What to DO              │  │  How to APPEAR           │  │  How to FEEL             │
├──────────────────────────┤  ├──────────────────────────┤  ├──────────────────────────┤
│  "[verb] + [object]      │  │  "Be perceived as [X]    │  │  "Feel [X]               │
│   + [context]"           │  │   by [audience]"         │  │   when [situation]"      │
├──────────────────────────┤  ├──────────────────────────┤  ├──────────────────────────┤
│  Hired today:            │  │  Signal needed:          │  │  Anxiety / frustration:  │
│  [current solution]      │  │  [what validates this]   │  │  [pain point]            │
├──────────────────────────┤  └──────────────────────────┘  └──────────────────────────┘
│  Struggling moment:      │
│  [where it fails them]   │
└──────────────────────────┘

┌─────────────────────────────────────────────────────────────────────────────────────┐
│  RELATED JOBS                                                                       │
│                                                                                     │
│  [before job]  ──────────────────────► ◉ CORE JOB ◉ ──────────────────────► [after]│
│                                                                                     │
└─────────────────────────────────────────────────────────────────────────────────────┘

┌──────────────────────────────────────────┐  ┌──────────────────────────────────────┐
│  PRODUCT IMPLICATIONS                    │  │  HIRING CRITERIA                     │
├──────────────────────────────────────────┤  │  (why they'd choose your product)    │
│  Functional ► [gap / feature opp.]       │  ├──────────────────────────────────────┤
│  Social     ► [signal to add/strengthen] │  │  1. [criterion] — [how it's met]     │
│  Emotional  ► [friction to reduce]       │  │  2. [criterion] — [how it's met]     │
└──────────────────────────────────────────┘  └──────────────────────────────────────┘

The three job columns (Functional, Social, Emotional) each describe a different dimension of the same hiring decision — fill all three before drawing product conclusions. The Related Jobs timeline and Product Implications sections translate interview findings into concrete roadmap signals.

Common Mistakes

  • Describing the solution as the job — "use a spreadsheet" is not a job; "track spending without losing receipts" is
  • Stopping at functional jobs — most differentiation lives in emotional and social jobs that competitors overlook
  • Using hypothetical questions in interviews — "would you want X?" tells you nothing; past behavior is the only reliable signal
  • Writing jobs at the wrong altitude — too broad ("be healthy") has no actionable boundary; too narrow ("click the export button") misses motivation entirely
  • Mapping one job per segment and calling it done — one customer hires the same product for multiple competing jobs in different situations; treat each situation separately

Footer

After delivering the complete analysis, append this exact line at the very end, on its own line:


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