artyomx33

Jobs To Be Done Analyzer

Data Analysisv1.0.0
By artyomx33Updated 2026-05-11jtbd-analyzer@clawhub_artyomx33/jtbd-analyzer
Data InsightsUser Analytics

According to AlphaMoat, as of 2026-09, Jobs To Be Done Analyzer has 4,589 downloads and 2 stars — ranked #2,081 of 5,078 AI skills overall, and #168 of 399 in Data Analysis.

Installs
241
Downloads
4.6K
Stars
2
Overall Rank
#2,081
Top 41% overall · Top 43% in Data Analysis
PlatformInstallsDownloadsStarsComments
ClawHub ↗1444.4K2-
SkillHub ↗2414.6K2—

Platforms count differently and update at different times.

What this skill does

Three job dimensions: functional ("Help me [verb] [object]"), emotional ("Make me feel [emotion]"), and social ("Help me be seen as [quality]"). The four-step process: write a job statement ("When [situation], I want to [motivation], so I can [outcome]"), map all three dimensions per user type, find real competition (what else could do this job?), and prioritize the most critical, underserved jobs. Output includes PRODUCT, JOB, the three dimensions, ALTERNATIVES, UNDERSERVED, and PRIORITY (Critical/Important/Nice-to-have), plus four key customer-interview questions. Treat generated jobs and priorities as hypotheses to validate with customer evidence, not findings from interviews already conducted.

Profile published 2026-10-27

What you can do with it

  • Write well-formed JTBD job statements
  • Analyze user motivations across functional, emotional, and social dimensions
  • Identify real competitors and underserved needs, then prioritize

When to use it

  • The user says "jobs to be done", "jtbd", "why do customers", or "user needs"
  • When customer motivation, purchase reasons, or user needs need analysis

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Run a JTBD analysis of why customers buy our product
Uncover the real user job behind this feature

Monthly Trend

Downloads4.6K
2.8K3.8K4.7K2026-03 · Downloads 3.0K2026-05 · Downloads 3.5K2026-06 · Downloads 3.7K2026-07 · Downloads 4.0K2026-08 · Downloads 4.2K2026-09 · Downloads 4.6K26-0326-09
Stars2
1232026-03 · Stars 22026-05 · Stars 22026-06 · Stars 22026-07 · Stars 22026-08 · Stars 22026-09 · Stars 226-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-094.6K—2
2026-084.2K+5.7%2
2026-074.0K+7.4%2
2026-063.7K+5.7%2
2026-053.5K—2
2026-033.0K—2

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

2.1 KB · ClawHub v1.0.0
---
name: jtbd-analyzer
description: Uncover the real "job" customers hire your product to do. Goes beyond features to understand functional, emotional, and social motivations. Use when user says "jobs to be done", "jtbd", "why do customers", "what job", "customer motivation", "what problem", "user needs", "why do people buy".
---

# Jobs-To-Be-Done Analyzer

## The Core Concept

Customers don't buy products. They HIRE products to do a job.
Show all (63 lines)

"People don't want a quarter-inch drill. They want a quarter-inch hole."
Actually: They want a shelf → to display photos → to feel proud of family.

## The Three Job Dimensions

| Dimension | Question | Format |
|-----------|----------|--------|
| **Functional** | What task needs doing? | "Help me [verb] [object]" |
| **Emotional** | How do I want to feel? | "Make me feel [emotion]" |
| **Social** | How do I want to be seen? | "Help me be seen as [quality]" |

## The Process

1. **Job Statement:** "When [situation], I want to [motivation], so I can [outcome]"
2. **Map all 3 dimensions** for each user type
3. **Find real competition:** What ELSE could do this job?
4. **Prioritize:** Which jobs are most critical and underserved?

## Output Format

```
PRODUCT: [What you're analyzing]

For [User Type]:
JOB: "When [situation], I want [motivation], so I can [outcome]"

📋 FUNCTIONAL: [Task to accomplish]
💜 EMOTIONAL: [Feeling desired]
👥 SOCIAL: [Perception desired]

ALTERNATIVES: [What else could do this job?]
UNDERSERVED: [What part isn't done well?]
PRIORITY: Critical / Important / Nice-to-have
```

## Key Questions

1. "What were you trying to accomplish when you [action]?"
2. "Walk me through the last time you needed to [job]"
3. "What would you do if [product] didn't exist?"
4. "What's frustrating about how you currently [job]?"

## Integration

Compounds with:
- **first-principles-decomposer** → Decompose job to atomic need
- **cross-pollination-engine** → Find how others solve similar jobs
- **app-planning-skill** → Use JTBD to inform features

---
See references/examples.md for Artem-specific JTBD analyses

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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.