Turn vague design requests like "make it pop" into precise design terms and a brief.
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Use when a user (often not a designer) gives vague design feedback or a request such as "make it pop", "more premium", "cleaner", "less boring", "feels off" and you need specific, actionable design changes rather than guesses. Matches the phrase to design terms and returns what it usually means, concrete moves (spacing, contrast, type, color, hierarchy) and a ready-to-use design brief, with an option to avoid generic AI-looking choices. Example: {"phrase": "make it pop"}.
The vague request in plain words, e.g. "it feels cheap and too busy".
Add rules that steer away from the generic AI-made look. Default true.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
claude mcp add --transport http lingo https://lingo.clawhard.com/mcp
Use when a user (often not a designer) gives vague design feedback or a request such as "make it pop", "more premium", "cleaner", "less boring", "feels off" and you need specific, actionable design changes rather than guesses. Matches the phrase to design terms and returns what it usually means, concrete moves (spacing, contrast, type, color, hierarchy) and a ready-to-use design brief, with an option to avoid generic AI-looking choices. Example: {"phrase": "make it pop"}.
| Argument | Type | Description |
|---|---|---|
| phrase* | string | The vague request in plain words, e.g. "it feels cheap and too busy". |
| avoid_ai_look | boolean | Add rules that steer away from the generic AI-made look. Default true. |
{
"type": "object",
"required": [
"phrase"
],
"properties": {
"phrase": {
"type": "string",
"description": "The vague request in plain words, e.g. \"it feels cheap and too busy\"."
},
"avoid_ai_look": {
"type": "boolean",
"description": "Add rules that steer away from the generic AI-made look. Default true."
}
}
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 2, 2026.