io.github.hengkp/rtcf

repo:https://github.com/hengkp/rtcf-mcp

Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English.

transport:: remote
credential class:: self-provisionable
repo:: https://github.com/hengkp/rtcf-mcp

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Tools

build_prompt
Compose a ready-to-use prompt from explicit Role, Task, Context, and Format parts. Use when the user already knows the pieces and wants them woven into one clean prompt.
shallow
improve_followup
Write the user's NEXT message for an AI conversation that is already in progress (a follow-up). Use when the user wants to refine, deepen, or continue earlier work in this conversation. Do NOT use it for a brand-new task (use improve_prompt for that). Returns a short, ready-to-send continuation message that anchors to the existing work instead of restarting it. Requires an API key (add ?key=rk_live_... to the connector URL).
shallow
improve_prompt
Rewrite a rough prompt into a sharper, ready-to-use prompt structured as Role, Task, Context, Format (RTCF). Returns the improved prompt, its four parts, a short list of clarifying questions worth asking the user, and which model tier and effort level suit this kind of work. Use this before answering when the user's request is vague, or when the user asks to improve a prompt.
shallow

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