jtbd-writer
100 / 100 · Low risk
Fine to try.
Writes jobs-to-be-done statements from research, part of the Design Thinking Pack by 90n. Use this whenever the user says "run jtbd-writer", "write the jobs to be done", "what job are users hiring us for", "turn this research into JTBD", or the team keeps describing features and needs to describe progress people are trying to make. Use it even for "why do people actually use this".
What this skill can do
We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'jtbd-writer' ] || [ -L ~/.agents/skills/'jtbd-writer' ]; then echo 'A skill folder named jtbd-writer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/polar-bear-org/claude-skills' "$d" && git -C "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/design-thinking-pack/skills/jtbd-writer' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/design-thinking-pack/skills/jtbd-writer' ~/.agents/skills/'jtbd-writer' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'jtbd-writer' ~/.claude/skills/'jtbd-writer' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/polar-bear-org/claude-skills/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-07 | 95f0180 | 100 |