pytorch-lightning

venue-templates

Prepare Academic Venue Submissions

Academic submissions often fail because formatting rules vary by venue. This skill provides templates, requirements, and examples for faster preparation.

Research & Learning View

iso-13485-certification

Prepare ISO 13485 Certification Docs

Medical device teams must create complete QMS documentation before certification audits. This skill provides templates, checklists, and gap analysis guidance for ISO 13485 readiness.

Documentation View

pytdc

Analyze therapeutic ML datasets with PyTDC

Drug discovery teams need reliable datasets and fair evaluation protocols. This skill helps Claude use PyTDC for curated therapeutic ML data, benchmark splits, metrics, and molecular oracles.

diffdock

Run DiffDock Molecular Docking

Protein-ligand docking requires careful setup, parameter choices, and result interpretation. This skill guides DiffDock workflows for poses, confidence scores, and screening.

Research & Learning View

statistical-analysis

Analyze Research Data with Statistical Guidance

Choosing tests and reporting results can be slow and error-prone. This skill guides test selection, assumptions, effect sizes, power analysis, Bayesian options, and APA reporting.

scanpy

Analyze Single-Cell RNA-seq with Scanpy

Single-cell RNA-seq analysis requires many linked decisions across QC, normalization, clustering, and plotting. This skill gives Claude, Codex, and Claude Code structured Scanpy workflows, reference guidance, and reusable analysis scripts.

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analyze-project

Analyze Deep Learning Repositories

by lllllllama

Research repositories can hide important model, configuration, and evaluation relationships. This skill maps those relationships and reports suspicious patterns without changing project code.

stable-baselines3

Build Reinforcement Learning Agents with SB3

by davila7

Reinforcement learning projects require careful algorithm, environment, training, and evaluation choices. This skill provides Stable Baselines3 guidance and reusable templates for each stage.

safe-debug

Diagnose Deep Learning Failures Safely

by lllllllama

Deep learning failures can invite risky, premature changes. This skill classifies concrete errors and prepares conservative guidance before any code modification.

agentdb-reinforcement-learning-training

Train RL Agents with AgentDB

by DNYoussef

Reinforcement learning projects need structured setup, training loops, evaluation, and deployment checks. This skill guides AgentDB users through algorithm selection, training, benchmarking, and production rollout.

ml-engineer

Build Production ML Systems

by sickn33

Production machine learning requires reliable architecture, deployment, testing, and monitoring. This skill provides practical guidance across the complete ML system lifecycle.

torch-geometric

Build Graph Neural Networks with PyTorch Geometric

by davila7

Graph learning projects require specialized data structures, layers, sampling, and evaluation workflows. This skill provides PyTorch Geometric guidance, references, templates, visualization, and benchmarking utilities.