analyze-function
Deep line-by-line analysis of a function or method. Explains what each line does, why it's written that way, performance implications, edge cases, and design patterns. Use when user says "analyze-function", "analyze {function}", "deep dive on {function}", or "explain {function} line by line".
analyze-script-failures
Analyze script failures to identify source components and propose fixes
analyze-high-unemployment-high-gdp-growth-fiscal-deficit-scenarios
在「失業率走高／勞動市場轉弱」但「名目或實質 GDP 仍維持高位（或仍在成長）」的情境下，依據歷史關聯估算美國財政赤字占 GDP（Deficit/GDP）可能擴張的區間，並生成對長天期美債（長久期 UST）供給/利率風險的情境解讀。支援視覺化圖表輸出。
analyze-investment-clock-rotation
把「獲利成長 × 財務狀況（金融環境）」映射成「投資時鐘」，判斷目前落在哪個象限、近期是順時針還是逆時針旋轉、以及相對於上一輪循環的位置差異。
analyze-issue
Analyze a GitHub issue and create detailed analysis in workflows/
analyze-japan-debt-service-tax-burden
以日本公債殖利率變化為觸發，量化「政府利息支出 / 稅收」負擔（含情境壓力測試），並判斷是否進入債務利息螺旋風險區。
analyze-jgb-insurer-superlong-flow
從日本保險公司對超長期（10年以上）JGB 的淨買賣時間序列，自動產出「本月是否創紀錄淨賣出、連續淨賣出月數、期間累積淨賣出」等結論。
analyze-job-post
Analyzes a job offer for fit with the Candidate's profile and recommends an application strategy. Use before considering a new job offer.
analyze-log-files
Analyze log files by stripping ANSI escape sequences first. Use when asked to process, handle, read, or analyze log files that may contain terminal escape codes.
analyze-m1-module-for-migration
Systematically analyze a Magento 1 module to determine its purpose, usage, and migration requirements for Magento 2. Use when you need to decide whether to migrate a M1 module, find alternatives, or skip it.
analyze-move-risk-gauges-leadlag
用公開市場數據檢查「利率波動率（MOVE）是否對利率事件（如 JGB 殖利率變動）不恐慌，並且是否領先帶動 VIX / 信用利差走低」。
analyze-perf
Go プロジェクトのパフォーマンスを計測・分析する。「パフォーマンス計測」「ベンチマーク」「perf」「性能測定」「プロファイリング」「最適化提案」「パフォーマンス分析」などで起動。ベンチマーク実行、プロファイリング、改善案の提示をサポート。
analyze-performance
パフォーマンスボトルネックを特定し、最適化提案を提示
analyze
需求分析阶段详细规则；进入需求分析时读取；包含需求评分、追问逻辑、代码分析步骤
analyze-pr-performance
Analyze code review pipeline performance for a specific PR. Use when investigating slow PRs, identifying bottlenecks, or debugging performance issues in code reviews.
analyze-prd
Analyze existing PRDs to generate actionable implementation plans, risk assessments, and resource estimates
analyze-project-architecture
LLM-based architectural analysis that transforms raw project data into meaningful structure
Analyze Regressions
Grade component health based on regression triage metrics for OpenShift releases
analyze-rust-optimizations
This skill performs thorough analysis of Rust libraries to find optimization opportunities. It should be used when reviewing Rust code for performance improvements, memory efficiency, or when profiling indicates bottlenecks. Focuses on runtime performance and memory usage through dynamic profiling tools and static code analysis.
agentdb-vector-search-optimization
AgentDB Vector Search Optimization operates on 3 fundamental principles:
AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
agentdb-state-manager
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agentdb-semantic-vector-search
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agentdb-reinforcement-learning-training
AgentDB Reinforcement Learning Training operates on 3 fundamental principles:
agentdb-persistent-memory-patterns
AgentDB Persistent Memory Patterns operates on 3 fundamental principles:
AgentDB Performance Optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
agentctl-cli
Build CLI tools using Go with Cobra and Viper. Use for implementing agentctl commands, interactive prompts, configuration management, and output formatting. Triggers on "CLI", "agentctl", "command line", "cobra", "terminal application", "interactive prompt", or when implementing spec/009-developer-experience.md CLI section.
agentation
Add Agentation visual feedback toolbar to a Next.js project
agenta
LLM prompt management and evaluation platform. Version prompts, run A/B tests, evaluate with metrics, and deploy with confidence using Agenta's self-hosted solution.
agent
Imported skill agent from langchain
agent-workflow
Complete workflow for building, implementing, and testing goal-driven agents. Orchestrates building-agents-* and testing-agent skills. Use when starting a new agent project, unsure which skill to use, or need end-to-end guidance.
agent-workflow-playbook
Guide plan → instrument → execute → validate with explicit checkpoints and questions. Use for ambiguous tasks or when enforcing a consistent agent workflow.
agent-workflow-patterns
AI agent workflow patterns including ReAct agents, multi-agent systems, loop control, tool orchestration, and autonomous agent architectures. Use when building AI agents, implementing workflows, creating autonomous systems, or when user mentions agents, workflows, ReAct, multi-step reasoning, loop control, agent orchestration, or autonomous AI.
agent-workflow-orchestrator
Expert workflow orchestrator specializing in complex process design, state machine implementation, and business process automation. Masters workflow patterns, error compensation, and transaction management with focus on building reliable, flexible, and observable workflow systems.
Agent Workflow Builder
Build multi-agent AI workflows with orchestration, tool use, and state management
agent-wordpress-master
Expert WordPress developer specializing in theme development, plugin architecture, and performance optimization. Masters both classic PHP development and modern block-based solutions, delivering scalable WordPress sites from simple blogs to enterprise platforms.
agent-websocket-engineer
Real-time communication specialist implementing scalable WebSocket architectures. Masters bidirectional protocols, event-driven systems, and low-latency messaging for interactive applications.
agent-vue-expert
Expert Vue specialist mastering Vue 3 with Composition API and ecosystem. Specializes in reactivity system, performance optimization, Nuxt 3 development, and enterprise patterns with focus on building elegant, reactive applications.
agent-validate-config
Validate agent YAML frontmatter and configuration. Use before committing agent changes or in CI.
agent-ux-researcher
Expert UX researcher specializing in user insights, usability testing, and data-driven design decisions. Masters qualitative and quantitative research methods to uncover user needs, validate designs, and drive product improvements through actionable insights.
agent-ui-designer
Expert visual designer specializing in creating intuitive, beautiful, and accessible user interfaces. Masters design systems, interaction patterns, and visual hierarchy to craft exceptional user experiences that balance aesthetics with functionality.
agent-typescript-pro
Expert TypeScript developer specializing in advanced type system usage, full-stack development, and build optimization. Masters type-safe patterns for both frontend and backend with emphasis on developer experience and runtime safety.
agent-tuning
Optimize ElevenLabs conversational AI agents for real estate applications. Use when creating new agents, improving conversation quality, selecting voices, engineering system prompts, configuring agent parameters, or analyzing agent performance metrics. Includes voice selection, model tuning, prompt engineering, and A/B testing strategies.
agent-trend-analyst
Expert trend analyst specializing in identifying emerging patterns, forecasting future developments, and strategic foresight. Masters trend detection, impact analysis, and scenario planning with focus on helping organizations anticipate and adapt to change.
agent-tools
Reference for configuring tool permissions when launching Claude Code agents. Use when setting up --allowedTools flags, restricting file access, or configuring agent permissions.
agent-tooling-engineer
Expert tooling engineer specializing in developer tool creation, CLI development, and productivity enhancement. Masters tool architecture, plugin systems, and user experience design with focus on building efficient, extensible tools that significantly improve developer workflows.
agent-tool
Define tools for the support agent. Use when adding new capabilities like refund processing, license transfer, knowledge lookup, or any agent action.
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