jsbakker

Learn Preferences — Development skill for Claude Code

Development community

Analyze application history and career goals to build a learned preference profile that sharpens job matching.

How to install Learn Preferences

Installs to ~/.claude/commands/jsbakker-job-os-learn-preferences.md

Terminal
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/jsbakker/job-os/HEAD/.claude/commands/learn-preferences.md -o ~/.claude/commands/jsbakker-job-os-learn-preferences.md

Restart Claude Code, or start a new session, for it to be picked up.

What Learn Preferences does


name: learn-preferences description: Analyze application history and career goals to build a learned preference profile that sharpens job matching

Analyze the applicant's job-application history and career goals to build (or refresh) `tracking/learned-preferences.md` — a profile of revealed job preferences used by `/find-job-descriptions` to cut noise without touching its scoring rubric.


Help Check

If `$ARGUMENTS`, trimmed of whitespace, equals `help` (case-insensitive), print

Alternatives in Development

  • Career-Ops For Codex — Read CLAUDE.md for all project instructions, routing, and behavioral rules 32.5k ★
  • Resumeskills — 20 specialized skills for resume optimization, ATS analysis, interview prep, and career transitions 160 ★
  • Product Manager Skills — PM skill for Claude Code, Codex, Cursor, and Windsurf: diagnose SaaS metrics, critique PRDs, plan roadmaps, ru 149 ★

Full documentation available on GitHub

View Source Repository