auto-graphrag-research

Generate all publication-quality PNG figures for the paper from figure prompts using Nano Banana Pro (Gemini 3 Pro Image). Use when user says "生成图", "generate figures", "画图", or after all upstream skills/agents have produced figure prompts.

Validate research idea novelty and feasibility via deep search + Codex MCP (GPT-4.5) cross-review. Use after /initial-idea-generation when user says "检查idea", "validate idea", "check novelty", or wants to verify the idea before proceeding.

Generate and validate Graph RAG research ideas for risk/disaster/threat/event domains. Use when user says "找idea", "generate idea", "我有一个想法", "brainstorm", or provides a raw research concept.

Design domain ontology for knowledge graph construction in Graph RAG projects. Use when user says "设计本体", "design ontology", "ontology", or after idea validation is complete.

Convert paper_draft.md + generated figures into a formatted academic .docx file. Use when user says "生成文档", "export docx", "paper doc", or after paper writing and figure generation are complete.

Assemble the full research paper from all upstream outputs into a single md file. Use when user says "写论文", "write paper", "assemble paper", or after all upstream outputs are ready.

Generate a fine-grained research execution plan with task tracking dashboard. Use when user says "制定计划", "research plan", "make plan", or after idea validation is complete.

MANDATORY skill for ALL literature review writing. Use when user says '写综述', 'literature review', 'review writing', 'write review', or any request involving literature/paper review. This is the ONLY approved method for writing literature reviews in this project.