LLM 與 Agent

MUST INVOKE this skill when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding hook types (PreToolUse, PostToolUse, Stop, SessionStart, UserPromptSubmit, etc). Expert guidance for creating, configuring, and using AI agent hooks (Claude Code-specific).

Orchestre agents TEST/DOC pour validation tâche, calcule score /100, génère 3 rapports, commit auto

Generate comprehensive handoff documentation optimized for AI agent takeover by analyzing project structure, design docs, and codebase

Renders After Effects animations as lightweight JSON on web and mobile using lottie-web. Use when adding vector animations, loading indicators, or complex motion graphics without video files.

Research-driven PyIceberg development. Injects research steps for Iceberg table operations, ACID transactions, catalog integration, and schema evolution. Use when working with Iceberg table storage, time-travel queries, or data lake operations.

Fundamental reading and writing capability for the OCTAVE format. Inject this to give an agent basic structural competence without the overhead of full architectural specifications. Triggers on: octave format, write octave, octave syntax, structured output.

This skill should be used when the user asks to "explore the codebase", "understand the architecture", "find similar features", or as Phase 2 of the /dev workflow. Launches explore agents to map codebase and returns key files list.

Expert-level Google Cloud CLI (gcloud) skill for managing GCP resources. Use when workingwith "gcloud commands", "cloud run deploy", "alloydb", "cloud sql", "workload identityfederation", "iam permissions", "vpc networking", "secret manager", or "artifact registry".Covers installation, authentication, IAM, Cloud Run, Cloud Storage, VPC, AlloyDB, Firebase,and CI/CD integration with GitHub Actions and Cloud Build.

Use when creating ENT components/pages/stores or agent violates Vue 2 patterns - enforces ENT-specific rules and prevents common rationalizations about Vue 3, custom CSS, v-slot syntax, and fetch API

Optimize and analyze work items for LLM-assisted development

Guide Alfred sub-agents to actively invoke AskUserQuestion for ambiguous decisions.

Build and deploy this Next.js LangChain retrieval application with Supabase vector store. Use when building, deploying, setting up vector store, or preparing the project for production.

Reviews Claude skills against Anthropic's official design philosophy and specifications. Use when asked to review, validate, or check if a skill follows best practices.

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.

効果的なスキルを作成するためのガイド。ユーザーが専門知識、ワークフロー、ツール統合でClaudeの能力を拡張する新しいスキルを作成（または既存のスキルを更新）したい場合に使用します。

子エージェントの起動・指示・報告・安全運用を標準化するスキル。codex でのタスク分解、確認判断、チェックリスト、テンプレートを提供し、リーダー/実装/レビュー各エージェントが迷わず動けるようにする。

Generate production-ready Workscript workflow JSON files for the Workscript Agentic Workflow Engine with built-in defensive guards and complexity detection. Use when asked to create workflows, automations, data pipelines, or generate workflow JSON. IMPORTANT - For complex requests that would result in deeply nested or overly complex workflows, this skill will STOP and suggest developing new custom nodes first using /new-node, then return to create a simpler, more linear workflow. All generated workflows include data validation (validateData node) for structured JSON outputs, input guards, array length checks, and error handling edges. Fetches up-to-date node documentation from the Reflection API when available. Outputs validated .json files to the sandbox prompts folder. Also suitable for Claude Code subagents needing to compose workflows programmatically.

Coordinates agent assignments, validates merge states, and manages ticket lifecycle.

Customer support and issue resolution

Manage Cloudflare R2 object storage buckets and objects using Wrangler CLI. Use when working with R2 buckets, uploading/downloading files, configuring custom domains, CORS, lifecycle policies, or managing R2 storage. Trigger keywords: R2, bucket, object storage, Cloudflare storage, wrangler r2.