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Systematic review Phase 7 — Statistical synthesis, meta-analysis, and heterogeneity assessment for EM/critical care SRs with live R code execution. Use when the user needs to pool data, calculate effe…
Quality assurance and testing protocols for statistical software
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Se…
Efficient storage and retrieval of genomic variant data using TileDB. Scalable VCF/BCF ingestion, incremental sample addition, compressed storage, parallel queries, and export capabilities for populat…
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on H100…
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
Keep research documentation current with dated supersession and historical preservation.
Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds. Use when selecting an official template, che…
Systematic review Phase 10 — Living review maintenance, search updates, and new evidence integration for EM/critical care SRs. Use when the user wants to update their review with new evidence, set up …
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You must use this when conducting PRISMA-standard systematic reviews, protocol development, or Risk of Bias assessment.
Search IEEE Xplore, arXiv, and Google Scholar for papers on a user-specified research topic, score verified candidates, and produce a sourced shortlist of up to ten papers. Use when the user asks for …
Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering mo…
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Use when starting any conversation in a computational science project — establishes harness awareness and checks for existing workflow state
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexib…
Systematic review Phase 9 — PRISMA 2020 compliant manuscript writing for EM/critical care SRs with journal-specific formatting. Use when the user needs to write the full manuscript, any section (abstr…
Use when any workflow stage fails — simulation, analysis, plotting, post-processing, or environment setup — before proposing fixes
Create or refine TikZ figures for technical papers and slides. Use when Codex needs to add a new diagram, improve an existing figure, align a visual with manuscript notation, or iteratively compile an…
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable …
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Retrieve a bounded bundle of relevant external skills from the local skill workspace using vector embedding similarity only.
AI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information. Designed for OpenClaw and Claude Code.