Vincentk
AFP Image Prompt Architect
A universal AI image prompt system based on the AFP (Auto-Flow Prompt) architecture. It is adapted for brand posters, social covers, knowledge cards, product images, IP characters, infographics, and more, optimized for GPT-image-2. The system actively collects requirements through a pull interaction mode and features built-in type routing, visual metaphor mapping, multi-core quality checks, Chinese language protection, and anti-jailbreak mechanisms to ensure structured, high-quality, ready-to-use image prompts.
ResearchDeepReader Deep Reading System
Based on the AFP architecture, this deep reading system offers multi-dimensional in-depth interpretation of materials such as books and articles. Outputs include a material reconnaissance report, insights overview (chapter core propositions + ultimate propositions), argument map (with evidence strength assessment and reef marking), Key20 golden sentences extraction (bilingual comparison + three-level analysis), and reading summary. It supports adaptive reading of various genres including academic monographs, business bestsellers, philosophical discussions, and technical practice.
Notion Markdown Formatter
Converts basic Markdown text into high-quality formatting tailored to Notion's style. Automatically optimizes heading levels, adds Callout boxes, uses Toggle lists, formats tables and code blocks to improve readability and professionalism. Suitable for mixed content like articles, notes, and technical documents.