jtbd-generator

Generate JTBD (Jobs-to-be-Done) markdown files from step descriptions. Use when creating API workflows, building JTBD files, documenting multi-step processes, or when user says "create a JTBD", "generate workflow", "document these API steps", or "build a job with these operations".

3.17x

Quality

72%

Does it follow best practices?

Impact

92%

3.17x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./.claude/skills/jtbd-generator/SKILL.md

Evaluation results

100%

Internal Artifact Catalog Onboarding Workflow

JTBD file structure and naming conventions

Criteria

Without context

With context

Correct save path

100%

Kebab-case name

100%

Name length

100%

Description field present

100%

Description length

100%

Step headers exist

100%

Sequential step numbering

100%

URN format for api field

100%

operationId field present

100%

Inputs section present

100%

Action-oriented overview

100%

Folder name matches frontmatter name

100%

Prerequisites section

100%

Completion or summary section

100%

82%

29%

Automated Project Onboarding and Team Notification

Multi-step data flow between JTBD steps

Criteria

Without context

With context

Two step headers

100%

Step 1 outputs section

100%

projectId captured in outputs

100%

Step 2 links projectId to Step 1

75%

60%

organizationId reused from Step 1

33%

URN format in both steps

100%

Inputs in both steps

100%

Correct save path

100%

Kebab-case name

100%

Sequential step numbering

100%

What happens next in Step 1

30%

100%

95%

59%

Application Deployment Workflow Documentation

Conversational prose and action-oriented documentation

Criteria

Without context

With context

Overview section present

100%

Overview starts with action verb

100%

Conversational step language

53%

100%

Purpose explanations

53%

66%

What happens next sections

100%

Prerequisites section

100%

No placeholder text

100%

Correct save path

100%

URN format in YAML blocks

100%

Specific terminology in descriptions

100%

Repository: mulesoft/mulesoft-dx
Commit: 32e2b58

Evaluated: 1 day ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Internal Artifact Catalog Onboarding Workflow Automated Project Onboarding and Team Notification Application Deployment Workflow Documentation

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