Thesis Workflow Agent

Overview

Act as the thesis process controller. Coordinate evidence collection, chapter writing, thesis-optimizer content optimization, minimax-docx Word output, AIGC report feedback loops, and final checks without hard-coding any school, discipline, or project.

Required Sub-Skills

• REQUIRED SUB-SKILL: Use bundled skills/minimax-docx for every .docx creation, editing, template application, layout repair, table/image placement, TOC, page header/footer, section, or final Word output task. If the bundled copy is unavailable, fall back to the globally installed minimax-docx.
• REQUIRED SUB-SKILL: Use bundled skills/thesis-optimizer for thesis diagnosis, polishing, expansion, shortening, paraphrase, plagiarism reduction, AIGC reduction, and chapter-level academic expression optimization. If the bundled copy is unavailable, fall back to the globally installed thesis-optimizer.
• Use image generation/editing tools only when the user asks for bitmap figures. For diagrams, prefer Mermaid/draw.io/structured diagram drafts before image generation.
• OPTIONAL BUNDLED MCP: Use mcp/suxi-image/suxi_image_mcp.py only when the user needs GPT-image bitmap generation. If the user does not need image generation, skip Suxi setup completely and do not ask for its API key.

Do not copy the internals of sub-skills into this skill. Load and follow each sub-skill when its stage triggers.

Bundled Sub-Skill Layout

This skill is self-contained for core thesis workflows: