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Intent-First design craft specialist covering design direction, domain vocabulary, design memory, and post-build critique.
Passed 23 of 24 test cases with the skill, and 16 of 24 without it.
and 4 more in the full report
7 fixed16 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to run a design audit on our codebase to check implemented components against our design memory rules. What CLI invocation triggers a design audit in the MoAI workflow?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies /moai review --design as the command to trigger a design audit. | Missed | Passed |
The instructions your model reads when the skill loads.
Intent-First design philosophy integrated into MoAI workflows. Ensures design decisions flow from intent and domain understanding, not from visual impulse.
Intent-First: Before any visual or component decision, establish why — the domain, the user, the interaction contract, and the craft principles that apply.
The three craft operations:
| Operation | When | What It Does |
|---|---|---|
| Design Direction | At /moai plan (design keywords) | Domain exploration, intent capture, vocabulary alignment |
| Design Audit | At /moai review --design | Checks implementation against .moai/design/system.md |
| Design Critique | At /moai review --critique | Post-build craft review: observe, diagnose, rebuild decision |
modules/intent-first.md — Intent-First process: domain exploration, design direction, vocabularymodules/design-memory.md — .moai/design/system.md read/write protocolmodules/critique-workflow.md — Post-build critique: observe → diagnose → rebuild, hard rules and rejection criteriamodules/web-copy-craft.md — Web copy guidelines: anti-AI writing, headline formulas, CTA patterns, body copy rhythmWhen manager-spec detects design-relevant keywords, trigger Design Direction:
.moai/design/system.md (if it exists) for established vocabulary and intent.moai/design/system.mdWhen /moai review --design is invoked:
.moai/design/system.md for current design system rulestest cases passed, vs 16 / 24 without
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