Explore skills

Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructing haplotypes.

This skill serves as Lily's personal computational biology PI, empowering Claude to make independent decisions on research project crossroads, covering aspects like topic, model architecture, and experimental design. It handles 80% of medium-level decisions, stress-tests ideas from a Nature reviewer perspective, and refines novelty narratives, reducing the need to consult Lily.

Verify 3-Mirror skill sync consistency across .public/skills, .codex/skills, and .claude/skills. Use after skill changes, before commits, or for CI validation.

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.

Terraform infrastructure as code best practices

Model Context Protocol (MCP) integration specialist. Use when creating

Mobile game development principles. Touch input, battery, performance, app stores.

Manages memory, SSOT files, and Plans.md operations. Use when user mentions メモリ, memory, SSOT, decisions.md, patterns.md, マージ, merge, Plans.md, 移行, migrate. Do NOT load for: 実装作業, レビュー, 一時的なメモ, セッション中の作業記録.

Implements machine learning solutions including model architectures, training pipelines, optimization strategies, and performance improvements. This skill spawns a specialist ML implementation agent.

Mobile game development principles. Touch input, battery, performance, app stores.

Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.