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pubchem-database
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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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pubmed-database
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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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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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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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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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personsunny31221API key: unconfirmed
content-system-init
初始化内容创作系统：检查软件依赖是否装齐 + 建好全部目录结构。用户说"初始化内容系统""搭建工作区""建好文件夹""我的文件夹不全""缺什么软件"时使用。依赖缺的给安装命令并按国内镜像帮装，目录建在 AI第二大脑 下，每个目录附一份用途说明 README。
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xiaohongshu-layout
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publication-strategist
Strategic publication planning and venue selection for research
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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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pytorch-fsdp
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2
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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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quickgo-database
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report-arbitration
Arbitrate conflicting reports into a source-grounded claim audit and reconciled synthesis.
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content-writer
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personStevenZhao26API key: unconfirmed
UIBC 医疗器械参赛队
UIBC（国际自治之物挑战赛）医疗器械域参赛队。以 TH-MED-001/002/003 判据为底座，参加「迁移的判定与问责」赛题——给定一次记忆迁移，证明「迁移后仍是同一个 Agent」并为判定负责。三层交付：判定规则（L1 有籍）／证据包（L2 有证）／失败处置与责任归属（L3 有门禁），并须声明判据可形式化等级 L0–L4。
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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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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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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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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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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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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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personsunny31221API key: unconfirmed
wechat-layout-publish
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personStevenZhao26API key: unconfirmed
UIBC 自动驾驶参赛队
UIBC（国际自治之物挑战赛）自动驾驶域参赛队。以 TH-AUT-001 判据为底座，参加「迁移的判定与问责」赛题——给定一次记忆迁移，证明「迁移后仍是同一个 Agent」并为判定负责。三层交付：判定规则（L1 有籍）／证据包（L2 有证）／失败处置与责任归属（L3 有门禁），并须声明判据可形式化等级 L0–L4。
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