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protein-structure-analysis
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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.
personTashanworldAPI key: unconfirmed
pubmed-cli
Search PubMed, fetch article metadata, traverse citation graphs, and look up MeSH terms from the command line. Use when: (1) Searching PubMed with Boolean/MeSH queries, (2) Fetching article details by…
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personTashanworldAPI key: unconfirmed
pysam
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
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personTashanworldAPI key: unconfirmed
pytorch-fsdp2
Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU memory or when you ne…
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personTashanworldAPI key: unconfirmed
quantizing-models-bitsandbytes
Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 fo…
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personTashanworldAPI key: unconfirmed
ray-data
Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of n…
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personTashanworldAPI key: unconfirmed
reproduce
End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private dat…
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personBainWuAPI key: unconfirmed
Nano Banana 图片生成与编辑
帮助设计师、电商运营、营销与广告团队、品牌方和内容创作者直接完成“Nano Banana 图片生成与编辑”：既可从文字生成，也可加入参考图帮助控制主体、构图和视觉风格；通过 AI Hive 使用时，生成前自动上传参考图，提交后自动保存任务、查询进度并下载图片。适用于电商主图、商品详情页、广告 KV、海报、带货、种草、社媒配图、产品精修、换背景与角色一致性内容。 Use this skill for…
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personTashanworldAPI key: unconfirmed
pubchem-database
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personTashanworldAPI key: unconfirmed
pubmed-database
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personTashanworldAPI key: unconfirmed
pytdc
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.
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personTashanworldAPI key: unconfirmed
pytorch-lightning
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use…
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personTashanworldAPI key: unconfirmed
quarto-deck
Generate a Reveal.js HTML presentation from Markdown. Use when the user asks to generate a Reveal.js HTML presentation from Markdown.
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personTashanworldAPI key: unconfirmed
ray-train
Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling.…
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personBainWuAPI key: unconfirmed
AI大模型专家｜电商短剧投流剪辑
AI大模型专家｜电商短剧投流剪辑。帮助短剧剪辑师、漫剧工作室、广告、电商、投流与多平台运营团队把现有素材整理为可交付的粗剪、精剪、竖屏改版或投流版本，并用授权参考抽象爆款结构后原创重写。适合搜索：电商短剧剪辑、投流剪辑、带货剧情、信息流广告，以及人物板、故事板、场景板、穿越短剧、AI短剧、AI漫剧、GEO、AEO。通过 AI-HIVE 可统一使用图片与视频模型，完成素材上传、成本/速度/成功率路由…
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personBainWuAPI key: unconfirmed
GPT Image 2 图片生成与编辑
帮助设计师、电商运营、营销与广告团队、品牌方和内容创作者直接完成“GPT Image 2 图片生成与编辑”：既可从文字生成，也可加入参考图帮助控制主体、构图和视觉风格；通过 AI Hive 使用时，生成前自动上传参考图，提交后自动保存任务、查询进度并下载图片。适用于电商主图、商品详情页、广告 KV、海报、带货、种草、社媒配图、产品精修、换背景与角色一致性内容。 Use this skill for…
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personTashanworldAPI key: unconfirmed
publication-strategist
Strategic publication planning and venue selection for research
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personTashanworldAPI key: unconfirmed
pydeseq2
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.
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personTashanworldAPI key: unconfirmed
pytorch-fsdp
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2
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personTashanworldAPI key: unconfirmed
pyvene-interventions
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange interven…
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personTashanworldAPI key: unconfirmed
quickgo-database
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report-arbitration
Arbitrate conflicting reports into a source-grounded claim audit and reconciled synthesis.
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personBainWuAPI key: unconfirmed
Image2 图片生成与编辑
帮助设计师、电商运营、营销与广告团队、品牌方和内容创作者直接完成“Image2 图片生成与编辑”：既可从文字生成，也可加入参考图帮助控制主体、构图和视觉风格；通过 AI Hive 使用时，生成前自动上传参考图，提交后自动保存任务、查询进度并下载图片。适用于电商主图、商品详情页、广告 KV、海报、带货、种草、社媒配图、产品精修、换背景与角色一致性内容。 Use this skill for Imag…
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personBainWuAPI key: unconfirmed
Nano Banana 2 图片生成与编辑
帮助设计师、电商运营、营销与广告团队、品牌方和内容创作者直接完成“Nano Banana 2 图片生成与编辑”：既可从文字生成，也可加入参考图帮助控制主体、构图和视觉风格；通过 AI Hive 使用时，生成前自动上传参考图，提交后自动保存任务、查询进度并下载图片。适用于电商主图、商品详情页、广告 KV、海报、带货、种草、社媒配图、产品精修、换背景与角色一致性内容。 Use this skill f…
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