SMART POLE Skill: The Ultimate Context Engine
SMART POLE is a systematic prompt-engineering framework that breaks a request into nine distinct categories of context - such as style, the user's expertise level, the goal, available resources and audience - intended to reduce vague or hallucinated answers from a language model.
The nine categories, spelled out by the acronym SMART POLE, are Style (the persona the model should adopt), Mastery (the user's own level of understanding), Aim (the goal and how success will be judged), Resource (available tools, budget and data), Time (deadlines and duration), People (values, audience and beliefs), Outline (structure and scope), Locale (domain, industry and context) and Example (snippets to emulate). Filling in each category before writing a prompt is meant to force a language model toward a specific, checkable answer instead of a generic one.
The documentation is bilingual, provided in both English and Vietnamese, and presents the framework as a reusable skill definition rather than a piece of running software.
It is released under the Apache-2.0 license.