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Get Started Free →Use Factory AI's droid CLI for software engineering tasks. Supports interactive mode, exec mode, MCP servers, and plugins.
.claude/skills/sundial-org-factory-ai/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 13% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-18 | ✗→✓ | ▲ Improved | -31% | 0% |
Use droid to build features, debug, refactor, and deploy code.
Already installed at: /Users/mitchellbernstein/.local/bin/droid
bashdroid login # or set FACTORY_API_KEY env var export FACTORY_API_KEY=your-api-key
bashdroid # Start fresh session droid "fix the login bug" # Start with prompt droid -r # Resume last session droid -r session-id # Resume specific session
bashdroid exec "analyze this file" droid exec "commit my changes with a good message" droid exec "deploy to fly.io" droid exec --help # Show exec options
bashdroid exec --force "fix lint errors" # Auto-apply without confirmation droid exec --json "analyze code" # JSON output droid exec --model claude "task" # Specify model
bashdroid mcp list # List installed MCP servers droid mcp add server-name # Add MCP server droid mcp remove server-name # Remove MCP server
bashdroid plugin list # List plugins droid plugin add name # Add plugin
bashdroid exec "add a user settings page with dark mode toggle"
bashdroid exec "fix this error: [paste error]"
bashdroid exec "review the PR for security issues"
bashdroid exec "create a PR for my changes" droid exec "write a good commit message for the staged changes"
bashdroid exec "deploy to fly.io"
bashdroid # Then in interactive mode: @src/components/ @src/api/ Implement authentication flow
Other measured skills in the registry, with their headline benchmark lift.