Jobs To Be Done

Jobs To Be Done is an AI Engineering skill for Claude Code, published by jeremylongshore in claude-code-plugins-plus-skills.

2.6K stars384 forkson jeremylongshore/claude-code-plugins-plus-skillsAdded 2026/08/12Repository updated 2026/08/12

View source on GitHub Download repo ZIP

agent-skillsaiai-agentsanthropicautomationclaude-codeclaude-code-pluginsdeveloper-toolsdevopsllmmarketplacemcpplugin-marketplaceplugin-systemsaasskills

Install in seconds

Install Jobs To Be Done

Copy Jobs To Be Done into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/business-tools/wondelai-jobs-to-be-done ~/.claude/skills/wondelai-jobs-to-be-done

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/jeremylongshore/claude-code-plugins-plus-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: plugins/business-tools/wondelai-jobs-to-be-done/SKILL.md in jeremylongshore/claude-code-plugins-plus-skills
Installs to: ~/.claude/skills/wondelai-jobs-to-be-done
Collection: One of 53 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Jobs To Be Done does

Jobs To Be Done helps you identify the progress customers are trying to make in a specific situation. Use it for customer discovery, churn analysis, product-market fit, and reframing features around real needs.

Jobs To Be Done is cataloged under AI Engineering on DirSkills. Jobs To Be Done comes from a repository tagged agent-skills, ai, ai-agents, anthropic and automation.

Documentation

README

Excerpt

Jobs to Be Done Framework

Framework for discovering innovation based on a fundamental truth: customers don't buy products -- they "hire" them to do a specific job in their lives.

Core Principle

Job to Be Done = the progress a customer wants to make in specific circumstances.

Key elements of the definition:

Progress (not goal, not solution) -- the customer wants to move from the current state to a better one
Circumstances -- context determines the job, not customer attributes (demographics are useless)
Hiring/Firing -- the customer actively chooses a product for the "job"

Scoring

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Jobs To Be Done

What else does jeremylongshore publish alongside Jobs To Be Done?
Jobs To Be Done is one of 53 skills that DirSkills catalogs from jeremylongshore/claude-code-plugins-plus-skills, the repository it ships in. Its siblings there include Agency OS, Anti-Deception and Audit. Each one is a separate skill with its own page in this directory, installs the same way Jobs To Be Done does, and is maintained by jeremylongshore in that same repository. The rest of the collection is listed on the jeremylongshore/claude-code-plugins-plus-skills page.
How does Jobs To Be Done compare to other AI Engineering skills?
Jobs To Be Done ranks #767 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Jobs To Be Done against them. Open each page to compare what they document and how they install.