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yusong-enceladus

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• 19 skills
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• 1 day ago last updated

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   PPTX Animation · yusong-enceladus bundle

   Use when a PowerPoint .pptx deck needs click-by-click entrance animations, grouped column/card/flow reveals, semantic block animation, animation QA, or animation XML/API troubleshooting. Adds entrance animations to existing slide elements while preserving the static layout.
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   Paper Plan · yusong-enceladus

   Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.
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   Paper Write · yusong-enceladus bundle

   Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
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   Idea Creator · yusong-enceladus

   Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
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   Paper Figure · yusong-enceladus

   Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.
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   Research Lit · yusong-enceladus

   Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
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   Paper Compile · yusong-enceladus

   Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.
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   Paper Writing · yusong-enceladus

   Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says "写论文全流程", "write paper pipeline", "从报告到PDF", "paper writing", or wants the complete paper generation workflow.
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   Preflight Hpc · yusong-enceladus bundle

   Validate HPC environment before experiment deployment. Checks GPU, rendering, network, dependencies, and model loading. Use before submitting SLURM jobs.
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    Idea Discovery · yusong-enceladus

    Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.
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    Run Experiment · yusong-enceladus

    Deploy and run ML experiments on local or remote GPU servers. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
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    Idea Validation · yusong-enceladus bundle

    Validate a research idea BEFORE implementation. Tests core assumptions with minimal experiments. Kills bad ideas in hours, not weeks. MANDATORY before any implementation work begins.
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    Auto Review Loop · yusong-enceladus

    Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
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    Research Pipeline · yusong-enceladus

    Full research pipeline: Workflow 1 (idea discovery) → implementation → training → real experiments → validation → review → paper. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.
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    Monitor Experiment · yusong-enceladus

    Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.
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    Validate Experiment · yusong-enceladus bundle

    Validate that experiments use real execution, not oracles/mocks. Gate skill that BLOCKS the pipeline if experiments are fake. Use before auto-review-loop and paper-writing.
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    Auto Review Loop LLM · yusong-enceladus

    Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
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    Auto Review Loop Minimax · yusong-enceladus

    Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".
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    Auto Paper Improvement Loop · yusong-enceladus

    Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
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