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Skill 资源库

AI Skill 资源库

把 Skill 的源码、资源快照、README、包体和安装信号放进一个可搜索、可筛选的公开目录。

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literature-survey

Build and maintain a verified literature-survey corpus for a research paper -- BibTeX entries, published-manuscript PDFs, text extractions for AI consumption, per-paper survey notes (~30-50 lines each…

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long-context

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond …

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markitdown

Convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats…

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literature-triage-matrix

Turn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literature_matrix.md, instead of generic per-paper summaries. Use when th…

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mamba-architecture

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_…

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math-ocr

Convert handwritten or image-based mathematical content into notation-consistent LaTeX. Use when Codex needs to transcribe equations from notes, screenshots, whiteboards, or scans, reconcile ambiguous…

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medical-guideline-ocr-mermaid

当任务是把医学指南 PDF 转成最终 Markdown，并需要先调用 PaddleOCR-VL 做 OCR/版面解析，再用 VLM 把指南中的图片、图表、算法图或流程图转换为 Mermaid，最后回填输出一个保留正文和表格的 Markdown 文件时使用。也适用于已有 PaddleOCR Markdown 但仍需抽取图片并转 Mermaid 的情况。

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medical-imaging-methods

Drafting and reviewing the Methods section of papers involving medical imaging, radiomics, or deep learning on imaging modalities (CT, MRI, X-ray, US, WSI). Covers acquisition reporting, preprocessing…

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llama-factory

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

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manuscript-review

Audit technical manuscripts for mathematical correctness, logical soundness, notation consistency, evidence quality, and figure or code alignment. Use when Codex needs to review a paper, verify deriva…

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mathematical-enhancer

Strengthen the mathematical substance of research papers by proposing or implementing better proofs, sharper results, cleaner derivations, and stronger formulations. Use when Codex needs to improve th…

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