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EU MDR compliance patterns for medical device classification, technical documentation, and clinical evidence.

NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs. Use this skill when working with network or graph data structures, including social networks, biological networks, transportation systems, citation networks, knowledge graphs, or any system involving relationships...

Post-hoc analysis tool for validating Claude Code session behavior against SKILL.md specifications.

Comprehensive guide to running ML workloads across clouds with automatic cost optimization using SkyPilot.

Generate professional clinical decision support (CDS) documents for pharmaceutical companies, clinical researchers, and medical decision-makers. This skill specializes in analytical, evidence-based documents that inform treatment strategies and drug development:

Source provenance, compatibility, automated checks, and current evidence depth are available on the full page.

This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.

Flash Attention provides 2-4x speedup and 10-20x memory reduction for transformer attention through IO-aware tiling and recomputation.

Source provenance, compatibility, automated checks, and current evidence depth are available on the full page.

File Organization : This skill uses split structure. See references/ for advanced patterns and security examples.

Source provenance, compatibility, automated checks, and current evidence depth are available on the full page.

Source provenance, compatibility, automated checks, and current evidence depth are available on the full page.

Quality system accountability, management review leadership, and regulatory compliance oversight per ISO 13485 Clause 5.5.2 requirements.

TransformerLens is the de facto standard library for mechanistic interpretability research on GPT-style language models. Created by Neel Nanda and maintained by Bryce Meyer, it provides clean interfaces to inspect and manipulate model internals via HookPoints on every activation.

Opinionated, evolving constraints to guide agents when building interfaces

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

The onchain agent messaging layer on the Base blockchain.

Purpose: Check the agent mail inbox for pending messages, HELP_REQUESTs, and inter-agent notifications.

Remotion renderer that converts JSON timeline specs into video compositions.

ISO 13485 internal audit methodology for medical device quality management systems.

This skill demonstrates the structure and format for Claude Code plugin skills.

Built as a no-fluff execution skill for revenue-aligned demand generation.