Claude Skills

Use this skill when optimizing GPU training efficiency. Covers memory optimization, mixed precision, gradient accumulation, model parallelism (TP/PP/DP), DeepSpeed, and FSDP integration.

Use this skill when setting up ML experiment infrastructure. Covers wandb/tensorboard integration, hydra/omegaconf configuration management, experiment reproducibility, and results visualization.

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Validate release readiness for any project type with comprehensive checks

Calculate semantic version bumps for any project type using version file adapters

Terraform IaC patterns for Yandex Cloud. Use when creating, modifying, or refactoring Terraform configurations for YDB, S3, Message Queue, Cloud Functions, API Gateway, or Serverless Containers. Provides resource patterns, naming conventions, and best practices from production projects.

Show learning system health - memory counts, edges, effectiveness, feedback loop status.

Generate a synopsis of your manuscript at various lengths. Great for pitches, query letters, or back cover copy.

Quick view of project status without suggestions.

Review chapters for coherence, cheesiness, consistency, pace, tone, and character. Suggests specific rewrites.

Audit a project against current plugin conventions and offer to update structure.

Design story architecture. Use when starting a new project or rethinking structure.

Reference for Azure DevOps work item fields, link types, and states. Use when the user needs to know field names, field paths, reference names, link types, or work item type configurations. Use when user mentions "field name", "field path", "what field", "link type", "relation type", "parent child", "work item type", or needs to set/update specific work item properties.

Claude Code reference. Invoke for any question about Claude Code capabilities, configuration, or extensibility.

Create chapter and scene breakdown. Use after architecture is established.

Track progress across sessions using SESSION.md with git checkpoints and concrete next actions. Converts IMPLEMENTATION_PHASES.md into trackable session state. Use when: resuming work after context clears, managing multi-phase implementations, or troubleshooting lost context.

Create or develop a character document.

Skills for Claude Code. Invoke when creating, editing, debugging, or asking questions about skills.