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Get Started Free →Use this skill when an agent needs to explain or operate Frontman's browser-aware frontend coding workflow.
.claude/skills/frontman-ai-frontman-agent-usage/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -17% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -47% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -66% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -56% | 0% |
Use this skill when an agent needs to explain or operate Frontman's browser-aware frontend coding workflow.
Frontman sees the running app, not only source files. It combines live DOM, computed CSS, screenshots, component tree, route metadata, server logs, and source files to make targeted frontend edits.
Frontman does not automatically deploy changes. It should not be treated as a production write path. It works best when paired with git review and tests.
Other measured skills in the registry, with their headline benchmark lift.