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.
Analyze interviews using Jobs to Be Done framework. An agent skill from itseffi/agentic-os.
Install Jtbd Extraction
$ npx skills add itseffi/agentic-os --skill jtbd-extraction -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install itseffi/agentic-os jtbd-extraction --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/itseffi/agentic-os.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/jtbd-extraction .claude/skills/jtbd-extraction && 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-extraction" agent skill from https://github.com/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extraction into .claude/skills/jtbd-extraction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-extraction", 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/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extractionType 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 itseffi/agentic-os --skill jtbd-extraction -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install itseffi/agentic-os jtbd-extraction --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itseffi/agentic-os.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/jtbd-extraction .agents/skills/jtbd-extraction && 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-extraction" agent skill from https://github.com/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extraction into .agents/skills/jtbd-extraction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-extraction", 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 itseffi/agentic-os --skill jtbd-extraction -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install itseffi/agentic-os jtbd-extraction --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itseffi/agentic-os.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/jtbd-extraction .cursor/skills/jtbd-extraction && 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-extraction" agent skill from https://github.com/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extraction into .cursor/skills/jtbd-extraction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-extraction", 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/itseffi/agentic-os.git --path .agents/skills/jtbd-extraction--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 itseffi/agentic-os --skill jtbd-extraction -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install itseffi/agentic-os jtbd-extraction --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itseffi/agentic-os.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/jtbd-extraction .gemini/skills/jtbd-extraction && 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-extraction" agent skill from https://github.com/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extraction into .gemini/skills/jtbd-extraction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-extraction", 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 itseffi/agentic-os jtbd-extractionInstalls 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 itseffi/agentic-os --skill jtbd-extraction -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/itseffi/agentic-os.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/jtbd-extraction .github/skills/jtbd-extraction && 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-extraction" agent skill from https://github.com/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extraction into .github/skills/jtbd-extraction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-extraction", 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 itseffi/agentic-os --skill jtbd-extraction -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install itseffi/agentic-os jtbd-extraction --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/itseffi/agentic-os.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/jtbd-extraction .opencode/skills/jtbd-extraction && 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-extraction" agent skill from https://github.com/itseffi/agentic-os/tree/main/.agents/skills/jtbd-extraction into .opencode/skills/jtbd-extraction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jtbd-extraction", 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-extraction- GitHub stars
- 115
- Used in
- 1 other repo
- Token cost
- ~411 tokens
- SKILL.md length
- 194 words
- Files
- 2
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze interviews using Jobs to Be Done framework. An agent skill from itseffi/agentic-os.
- Works in 4 steps: Read the transcript looking for moments… → Extract statements for each force → Capture context → …
- Tasks that involve User stories
- SKILL.md covers When to Use, The Framework, The Process and Output Format, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jtbd Extraction is an agent skill from itseffi/agentic-os. Analyze interviews using Jobs to Be Done framework. Extract push, pull, anxiety, and habit forces.
Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Product & Project Management, covering User stories. The repository describes itself as: Agentic personal OS to automate high-leverage workflows with Codex, Claude Code, Pi, OpenClaw and other coding agents/ runtime platforms. The licence is MIT.
When your agent uses it
- Tasks that involve User stories
Example prompts
- “/jtbd-extraction”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Read the transcript looking for moments of change or decision
- Extract statements for each force
- Capture context
- Synthesize insights
What it can do on your machine
Read from SKILL.md and the folder at commit e54d0ac. 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 Extraction loads about 411 tokens when it runs. Until then it costs about 29 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
The full file from itseffi/agentic-os at commit e54d0ac, republished under its MIT licence (© itseffi). 194 words, ~411 tokens.
Download SKILL.mdSave it as
.claude/skills/jtbd-extraction/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- jtbd-extraction
- description
- Analyze interviews using Jobs to Be Done framework. Extract push, pull, anxiety, and habit forces.
JTBD Extraction from Interviews
Analyze interview transcripts using the Jobs to Be Done framework to understand why people make changes.
When to Use
When analyzing customer interviews to understand decision-making and switching behavior.
The Framework
JTBD breaks decisions into four forces:
| Force | What it captures | How to phrase |
|---|---|---|
| Pushes | Pain with current situation | "When..." statements |
| Pulls | Desired outcomes | "So I can..." or "So I don't..." |
| Habits | Comfort with status quo | "When..." (positive aspects) |
| Anxieties | Fears about change | Questions or concerns |
The Process
Read the transcript looking for moments of change or decision
Extract statements for each force:
- Pushes: "When I'm not listened to..."
- Pulls: "So I can work with someone who trusts me..."
- Habits: "When I really like my current community..."
- Anxieties: "Can this really be fixed?"
Capture context:
- Current situation
- Job/role
- Key challenges
Synthesize insights:
- What's driving potential change?
- What's holding them back?
- What outcome do they really want?
Output Format
Provide:
- Context summary
- Pushes (list)
- Pulls (list)
- Habits (list)
- Anxieties (list)
- Key insights about decision-making
When Not to Use
Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.
© itseffi, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in .agents/skills/jtbd-extraction of itseffi/agentic-os.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit e54d0ac
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in itseffi/agentic-os, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Jtbd Extraction 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 Extraction this skillitseffi/agentic-os | 115 | 1 repos | ~411 | Automated safety check: Pass | MIT | |
| 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 | 22 repos | ~757 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Jtbd Extraction
What does Jtbd Extraction do?
Analyze interviews using Jobs to Be Done framework. An agent skill from itseffi/agentic-os. Jtbd Extraction is an agent skill from itseffi/agentic-os. Analyze interviews using Jobs to Be Done framework.
When should I use Jtbd Extraction?
Jtbd Extraction fits situations like: tasks that involve User stories.
How do I install Jtbd Extraction in Claude Code?
Run `npx skills add itseffi/agentic-os --skill jtbd-extraction -a claude-code`. Or copy the skill folder (.agents/skills/jtbd-extraction in itseffi/agentic-os) into .claude/skills/jtbd-extraction in your project. Claude Code loads it when a task matches its description.
How do I install Jtbd Extraction in Codex?
Run `npx skills add itseffi/agentic-os --skill jtbd-extraction -a codex`. Or copy the skill folder (.agents/skills/jtbd-extraction in itseffi/agentic-os) into .agents/skills/jtbd-extraction in your project. Codex loads it when a task matches its description.
Can I use Jtbd Extraction 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 itseffi/agentic-os --skill jtbd-extraction -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-extraction, .gemini/skills/jtbd-extraction, .github/skills/jtbd-extraction and .opencode/skills/jtbd-extraction in your project.
What does Jtbd Extraction need to run?
SKILL.md names no scripts, command-line tools or credentials: Jtbd Extraction is instructions for the agent only.
Does Jtbd Extraction 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 Extraction 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 Extraction use?
Jtbd Extraction is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jtbd Extraction use?
About 411 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Jtbd Extraction?
Skills that share tags, products or a category with Jtbd Extraction: 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 Extraction?
itseffi (a GitHub user) maintains it in itseffi/agentic-os, which has 115 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 7, 2026.
Source: itseffi/agentic-os on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.