Claude Skills

Issue作成・分類・管理のガイドライン、テンプレート、ラベル運用、ライフサイクル管理を定義する。Issue作成時、バグ報告時、タスク管理時、またはユーザーがIssue、バグレポート、タスク管理、ラベル運用、Issueテンプレートに言及した際に使用する。

Detect fix vs add goals, diagnose failures before work, verify fixes after. Ensures "fix X" specs actually fix X.

Use when user describes complex multi-step tasks that could benefit from orchestration - guides natural language workflow creation

Transformer architecture fundamentals. Covers self-attention mechanism, multi-head attention, feed-forward networks, layer normalization, and residual connections. Essential concepts for understanding LLMs.

Search and analyze past Claude Code and Codex sessions. Use when user asks about past sessions, tool usage patterns, bash command history, permission suggestions, or wants to find previous work.

Activates during long sessions or before context compaction. Manages attention markers and ensures critical information survives memory compression.

Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

Reviews a codebase for style consistency, patterns, idioms, and adherence to KISS, DRY, POLA, YAGNI principles. Automatically detects languages/frameworks present and applies appropriate analysis. Produces analysis findings and uses pm7y-ralph-planner to generate TASKS.md for autonomous execution.

执行 ODIN 任务流程。用户选中 plan.yml 文件后，分两次调用 odin-subagent：先加载 odin-executor skill 执行任务，再加载 odin-reviewer skill 审核代码。 当用户需要执行项目路径 .claude/odin/ 中的计划任务时使用该 skill。

Supervised Fine-Tuning with SFTTrainer and Unsloth. Covers dataset preparation, chat template formatting, training configuration, and Unsloth optimizations for 2x faster instruction tuning. Includes thinking model patterns.

Use when planning or implementing Vue 3 projects - helps architect component structure, plan feature implementation, and enforce TypeScript-first patterns with Composition API, defineModel for bindings, Testing Library for user-behavior tests, and MSW for API mocking. Especially useful in planning phase to guide proper patterns before writing code.

Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-view DDL against Snowflake via CLI, or to guide Snowflake CLI installation and connection setup.

Use when the user wants to execute tasks autonomously, run compounder on a tasks.md file, start autonomous development, compound through a task list, or implement tasks iteratively. Guides autonomous task execution using compound loops.

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.

Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.

Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

Realiza code review profesional como un Staff Engineer antes de commits o PRs. Analiza correctness, security, performance, maintainability y testing.

Input validation patterns for Express.js