User Story Writer
deanpeters/Product-Manager-Skills
Writes user stories in Mike Cohn's format with Gherkin acceptance criteria, turning user needs into development-ready work with testable conditions.
Uncover the real "job" customers hire your product to do. An agent skill from sundial-org/awesome-openclaw-skills.
Install Jtbd Analyzer
$ npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jtbd-analyzer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/jtbd-analyzer .claude/skills/jtbd-analyzer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "jtbd-analyzer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzer into .claude/skills/jtbd-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-analyzer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jtbd-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/jtbd-analyzer .agents/skills/jtbd-analyzer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jtbd-analyzer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzer into .agents/skills/jtbd-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-analyzer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jtbd-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/jtbd-analyzer .cursor/skills/jtbd-analyzer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jtbd-analyzer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzer into .cursor/skills/jtbd-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-analyzer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sundial-org/awesome-openclaw-skills.git --path skills/jtbd-analyzer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jtbd-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/jtbd-analyzer .gemini/skills/jtbd-analyzer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jtbd-analyzer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzer into .gemini/skills/jtbd-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-analyzer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sundial-org/awesome-openclaw-skills jtbd-analyzerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/jtbd-analyzer .github/skills/jtbd-analyzer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jtbd-analyzer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzer into .github/skills/jtbd-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-analyzer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills jtbd-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/jtbd-analyzer .opencode/skills/jtbd-analyzer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jtbd-analyzer" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/jtbd-analyzer into .opencode/skills/jtbd-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-analyzer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jtbd-analyzer- GitHub stars
- 663
- Token cost
- ~522 tokens
- SKILL.md length
- 194 words
- Files
- 3 (incl. references)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Uncover the real "job" customers hire your product to do. An agent skill from sundial-org/awesome-openclaw-skills.
- Works in 4 steps: Job Statement: "When [situation], I want… → Map all 3 dimensions for each user type → Find real competition: What ELSE could… → …
- User says jobs to be done
- SKILL.md covers The Core Concept, The Three Job Dimensions, The Process and Output Format, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jtbd Analyzer is an agent skill from sundial-org/awesome-openclaw-skills. 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".
Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/examples.md` and `references/framework.md`).
It sits in Product & Project Management, covering User stories. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- User says jobs to be done
- Why do customers
- Customer motivation
- Why do people buy
Example prompts
- “jobs to be done”
- “why do customers”
- “what job”
- “/jtbd-analyzer”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Job Statement: "When [situation], I want to [motivation], so I can [outcome]"
- Map all 3 dimensions for each user type
- Find real competition: What ELSE could do this job?
- Prioritize: Which jobs are most critical and underserved?
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jtbd Analyzer loads about 522 tokens when it runs, and up to ~3k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 194 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 194 words (~522 tokens).
“Customers don't buy products. They HIRE products to do a job.”
- name
- jtbd-analyzer
Files
SKILL.md and 2 other files (references) in skills/jtbd-analyzer of sundial-org/awesome-openclaw-skills.
- SKILL.md
- references/examples.md
- references/framework.md
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Jtbd Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jtbd Analyzer this skillsundial-org/awesome-openclaw-skills | 663 | — | ~522 | Automated safety check: Pass | None | |
| User Story Writerdeanpeters/Product-Manager-Skills | 7.2k | 2 repos | ~2.9k | Automated safety check: Pass | Custom licence | |
| Ralph Tui Create Beadssubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Agile Product Owneralirezarezvani/claude-skills | 28k | 3 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Ralph Tui Create Beads Rustsubsy/ralph-tui | 2.5k | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| To Specbestofjs/bestofjs | 3.1k | 21 repos | ~757 | Automated safety check: Pass | MIT |
Similar skills
Ralph Tui Create Beads
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution. An agent skill from subsy/ralph-tui.
Agile Product Owner
alirezarezvani/claude-skills
Writes INVEST-checked user stories with acceptance criteria, splits epics, plans sprints from velocity and ranks the backlog with a weighted score.
Ralph Tui Create Beads Rust
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI).
To Spec
bestofjs/bestofjs
Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
Ralph Tui Create JSON
subsy/ralph-tui
Convert PRDs to prd.json format for ralph-tui execution. An agent skill from subsy/ralph-tui.
More from sundial-org/awesome-openclaw-skills
All 383 skills in this repoUI UX Pro Max
sundial-org/awesome-openclaw-skills
UI/UX design intelligence and implementation guidance for building polished interfaces.
Web Deploy GitHub
sundial-org/awesome-openclaw-skills
Create and deploy single-page static websites to GitHub Pages with autonomous workflow.
Clawd Modifier
sundial-org/awesome-openclaw-skills
Modify Clawd, the Claude Code mascot. An agent skill from sundial-org/awesome-openclaw-skills.
Figma
sundial-org/awesome-openclaw-skills
Professional Figma design analysis and asset export. An agent skill from sundial-org/awesome-openclaw-skills.
Habit Flow
sundial-org/awesome-openclaw-skills
AI-powered atomic habit tracker with natural language logging, streak tracking, smart reminders, and coaching.
Edge Tts
sundial-org/awesome-openclaw-skills
Text-to-speech conversion using node-edge-tts npm package for generating audio from text.
Related
Categories
Questions about Jtbd Analyzer
What does Jtbd Analyzer do?
Uncover the real "job" customers hire your product to do. An agent skill from sundial-org/awesome-openclaw-skills. Jtbd Analyzer is an agent skill from sundial-org/awesome-openclaw-skills. Uncover the real "job" customers hire your product to do.
When should I use Jtbd Analyzer?
Jtbd Analyzer fits situations like: user says jobs to be done; why do customers; customer motivation; why do people buy.
How do I install Jtbd Analyzer in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a claude-code`. Or copy the skill folder (skills/jtbd-analyzer in sundial-org/awesome-openclaw-skills) into .claude/skills/jtbd-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Jtbd Analyzer in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a codex`. Or copy the skill folder (skills/jtbd-analyzer in sundial-org/awesome-openclaw-skills) into .agents/skills/jtbd-analyzer in your project. Codex loads it when a task matches its description.
Can I use Jtbd Analyzer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sundial-org/awesome-openclaw-skills --skill jtbd-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jtbd-analyzer, .gemini/skills/jtbd-analyzer, .github/skills/jtbd-analyzer and .opencode/skills/jtbd-analyzer in your project.
What does Jtbd Analyzer need to run?
SKILL.md names no scripts, command-line tools or credentials: Jtbd Analyzer is instructions for the agent only.
Does Jtbd Analyzer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Jtbd Analyzer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Jtbd Analyzer use?
No licence was found for Jtbd Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jtbd Analyzer use?
About 522 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
What are the alternatives to Jtbd Analyzer?
Skills that share tags, products or a category with Jtbd Analyzer: User Story Writer (deanpeters/Product-Manager-Skills, 7.2k stars), Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Agile Product Owner (alirezarezvani/claude-skills, 28k stars) and Ralph Tui Create Beads Rust (subsy/ralph-tui, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jtbd Analyzer?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.