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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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Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
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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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medical-guideline-parser-v2
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medical-paper-humanizer
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methods-communicator
Effective communication strategies for statistical methods
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miwrite-ask
Local-only Socratic dialogue for research direction, framing, and method discussion.
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miwrite-organize
Local-only material organization for mixed notes, interviews, reports, and project files.
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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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mathematical-foundations
Core mathematical concepts and theoretical frameworks for statistics
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medical-imaging-analysis
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medicare-drug-stats
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methods-paper-writer
JASA/Biometrika manuscript structure with VanderWeele notation standards
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miwrite-design-stress
Local-only stress test for proposals, opening reports, grant drafts, and research designs.
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miwrite-polish
Local-only academic polishing and transcreation from local text.
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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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method-transfer-engine
Six-phase protocol for adapting methods across research domains
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miles-rl-training
Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring spec…
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miwrite-lit
Local-only literature synthesis from user-provided notes, excerpts, and local files.
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miwrite-read
Local-only close reading for papers, reports, policy texts, and chapters.
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