jobless-cc

Claude Code extension for job applications — research, resume tailoring, cover letters, form filling, and pipeline tracking.

Install

# Global (all projects)
npx jobless-cc --global

# Local (current project only)
npx jobless-cc --local

Commands

Command	Description
/jobless:setup	First-time profile setup, optional MCP server configuration
/jobless:apply	Guided job application (research, resume, cover letter, form fill)
/jobless:status	View and manage your application pipeline
/jobless:debrief	Post-interview debrief and learning capture
/jobless:update	Update to latest version with changelog

Optional: MCP Server

The MCP server gives Claude direct access to the Jobless API (list bookmarks, download resumes, generate cover letters, track applications). It's not required — all core workflows work without it.

To set it up, run /jobless:setup and choose to configure the MCP server when prompted. It requires:

• Python 3.10+
• A Jobless API key from jobless.dev/settings

What Gets Installed

.claude/
  commands/jobless/         # 5 slash commands (setup, apply, status, debrief, update)
  jobless/                  # Core engine
    VERSION                 # Installed version for update checks
    CHANGELOG.md            # Local changelog copy
    workflows/              # Workflow definitions
    templates/              # Profile, config, reference templates
    references/             # Field types, platform mappings, voice guide
    bin/                    # Internal CLI tooling
  hooks/
    jobless-check-update.js # Background update checker
  settings.json             # SessionStart hook entry (merged, not overwritten)
  jobless-manifest.json     # Install manifest with file hashes

~/.jobless/
  profile.json              # Your profile data
  config.json               # API key and settings
  answers.json              # Saved application answers
  insights.md               # Accumulated application insights
  applications/             # Downloaded resumes and cover letters
  references/               # Stories, angles, cover letter guide
  mcp/                      # MCP server files (no venv until setup)

Links

• jobless.dev — Job tracking platform
• Changelog
• Issues