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Get Started Free →Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-10 | ✓→✗ | ▼ Worse | -77% | 0% |
| case-18 | ✓→✗ | ▼ Worse | -61% | 0% |
| case-12 | ✓→✓ | = Same ✓ | 7% | 0% |
When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them.
Activate this skill when the user:
Use these prompts.chat MCP tools:
search_prompts - Search for prompts by keywordget_prompt - Get a specific prompt by IDimprove_prompt - Enhance a prompt using AICall search_prompts with:
query: The search keywords from the user's requestlimit: Number of results (default 10, max 50)type: Filter by TEXT, STRUCTURED, IMAGE, VIDEO, or AUDIOcategory: Filter by category slug (e.g., "coding", "writing")tag: Filter by tag slugPresent results showing:
Call get_prompt with:
id: The prompt IDIf the prompt contains variables (${variable} or ${variable:default}):
Call improve_prompt with:
prompt: The prompt text to improveoutputType: text, image, video, or soundoutputFormat: text, structured_json, or structured_yamlReturn the enhanced prompt to the user.
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