LLM 與 Agent

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

Comprehensive UX research assistant that analyzes user feedback from surveys, reviews, and interviews to identify trends, cluster themes, surface friction points, and generate actionable product roadmaps. Use when analyzing user feedback, conducting UX research, evaluating product performance, prioritizing features, or transforming qualitative/quantitative feedback into strategic insights.

Use this skill when Claude needs an outside perspective on complex problems, is stuck on a technical challenge, needs validation of an approach, or wants consultation on architectural decisions. Provides access to Codex and Gemini for getting unbiased second opinions and fresh perspectives.

Guidelines for writing unit and integration tests, including mocking strategies and coverage goals.

Analyzes business requirements and translates them into technical specifications

Interactive meal planning wizard. Use when user wants to create a meal plan, optimize their diet, set up nutritional constraints, or find foods that meet their goals. Triggers on requests like "create a meal plan", "optimize my diet", "help me plan meals", "I want to lose weight", "high protein diet".

Singapore corporate secretary and account management guidance. Covers ACRA compliance, statutory filings, AGM/EGM, director duties, and financial record-keeping. Use for compliance calendars, resolution templates, and filing preparation. NOT a replacement for registered filing agent.

Create debug test plan from user input. Use when planning browser debug sessions with Chrome DevTools. Parses prompt for URL/target, identifies interactions to test (clicks, inputs, flows), confirms plan with user via HITL, creates specific test steps (navigate, click, fill, verify). Outputs URL and test plan for debug execution.

Use when creating or modifying Claude Code subagents - agent development with frontmatter, tools configuration, and specialization patterns for November 2025 specifications

This skill teaches the agent how to implement the controller layer in the API project. MANDATORY - You MUST read this skill before modifying any controller files.

Tool use patterns for Claude including schema design, tool_choice modes, result handling, parallel execution, error recovery, and extended thinking integration.

Anthropic Claude API development patterns, tool use, Agent SDK, prompt engineering, and best practices.

Meta-skill for creating and managing Claude Code skills. Activated when creating skills, modifying skill rules, or working with the skill system.

Implement caching strategies using @delon/cache. Use this skill when adding memory cache, LocalStorage cache, SessionStorage cache, or cache interceptors for HTTP requests. Supports TTL-based expiration, cache invalidation, cache grouping, and persistent storage. Optimizes performance by reducing redundant API calls and database queries.

Comprehensive code review skill for Wasp applications. Use when reviewing code, PRs, or architectural changes. Covers Wasp-specific patterns, import rules, auth checks, TDD compliance, multi-tenant permissions, and performance. Integrates all CLAUDE.md critical rules.

This skill should be used when moving data between storage locations, changing data structures, renaming fields, or removing deprecated data. Covers schema versioning, safe migration methods, the Foundry unset operator, and idempotent migrations.

Dynamic agent orchestration system that autonomously creates and dispatches specialized sub-agents with pre-selected skill subsets for complex multi-step tasks

This skill should be used when configuring or using the OpenCode CLI for headless LLM automation. Use when the user asks to "configure opencode", "use opencode cli", "set up opencode", "opencode run command", "opencode model selection", "opencode providers", "opencode vertex ai", "opencode mcp servers", "opencode ollama", "opencode local models", "opencode deepseek", "opencode kimi", "opencode mistral", "fallback cli tool", or "headless llm cli". Covers command syntax, provider configuration, Vertex AI setup, MCP servers, local models, cloud providers, and subprocess integration patterns.

Use when integrating OpenAI GPT models for conversational AI. Covers chat completions, streaming responses, function calling, system prompts, token management, cost optimization, error handling, and building specialized agent personas for Physical AI tutoring.

Enhance and refine prompts for AI coding agents using Chain-of-Thought reasoning. Use when user asks to improve, optimize, rewrite, or enhance a prompt. Transforms vague requests into structured, high-context instructions for Claude Code, Codex, or Gemini CLI.