specialized

Plugin specialized from marketplace tianzecn-plugins in tianzecn/myclaudecode. Commands read from the repo's manifest — 1 month ago.

Skills (1)

• youtube-transcribe-skill

  Extract subtitles/transcripts from YouTube videos. Triggers: "youtube transcript", "extract subtitles", "video captions", "视频字幕", "字幕提取", "YouTube转文字", "提取字幕".

Slash commands (37)

• /specialized:all-tools-显示所有工具
• /specialized:alpha-prompt-generator-Alpha提示词生成器

  生成高质量、结构化的提示词文档，用于各种 AI 任务场景。支持完整的提示词模板输出。

• /specialized:architecture-scenario-explorer-架构场景探索
• /specialized:business-scenario-explorer-商业场景探索

  探索多个业务时间线场景,支持全面的风险分析和战略优化

• /specialized:check-file-文件分析
• /specialized:clean-branches-清理分支
• /specialized:clean-清理代码检查

  修复代码库中的所有 black、isort、flake8 和 mypy 问题

• /specialized:cleanproject-清理项目

  清理项目中的开发产物和临时文件,保留有效代码

• /specialized:code-permutation-tester-代码排列测试
• /specialized:code-to-task-代码转任务
• /specialized:constraint-modeler-约束建模

  建模系统约束,支持验证、依赖映射和优化策略

• /specialized:context-prime-上下文准备
• /specialized:debug-error-调试错误
• /specialized:decision-tree-explorer-决策树探索

  探索复杂的决策分支,支持概率分析、期望值计算和优化

• /specialized:digital-twin-creator-数字孪生创建

  创建校准的数字孪生,支持真实世界验证、场景测试和决策优化

• /specialized:directory-deep-dive-目录深度分析
• /specialized:explain-code-解释代码
• /specialized:fix-imports-修复导入

  系统性修复因文件移动或重命名导致的导入语句错误

• /specialized:format-格式化代码

  使用项目配置的格式化工具自动格式化代码

• /specialized:future-scenario-generator-未来场景生成

  生成全面的未来场景,包含可信度评分、趋势集成和战略影响

• /specialized:generate-linear-worklog-生成工作日志
• /specialized:git-status-Git状态
• /specialized:implement-智能实现

  智能实现引擎,从URL、路径或描述中实现功能,自动适配项目架构和代码规范

• /specialized:initref-初始化参考
• /specialized:make-it-pretty-美化代码

  美化代码,在保持功能不变的前提下提升代码可读性

• /specialized:market-response-modeler-市场响应建模

  建模全面的市场和客户响应,支持细分分析、行为预测和优化

• /specialized:monte-carlo-simulator-蒙特卡洛模拟

  运行蒙特卡洛模拟,支持概率分布、置信区间和统计分析

• /specialized:omega-prompt-optimizer-Omega提示词优化器

  优化现有提示词，提升其效果、清晰度和可靠性。通过5维度诊断和4步优化流程，将低质量提示词转化为专业级提示词。

• /specialized:prime-增强AI模式
• /specialized:refactor-code-重构代码
• /specialized:refactor-智能重构

  智能重构引擎,系统性地重构代码结构,保持功能的同时提升可维护性

• /specialized:remove-comments-删除注释

  清理冗余注释,保留有价值的文档说明

• /specialized:simulation-calibrator-模拟校准

  校准模拟准确性,支持系统化验证、偏见检测和持续改进

• /specialized:system-dynamics-modeler-系统动力学建模

  建模复杂系统动态,支持反馈循环、延迟和涌现行为分析

• /specialized:timeline-compressor-时间线压缩

  将真实世界时间线压缩为快速模拟周期,支持加速学习和决策优化

• /specialized:学术体研究报告

  将简单的日常行为写成高大上的学术研究报告，制造反差萌和幽默效果

• /specialized:提示词优化器

  对提示词进行批判性优化，从清晰度、专业度、结构化、模型适应性四个维度全面改写

Subagents (31)

• ai-engineer

  Use this agent when implementing AI/ML features, integrating language models, building recommendation systems, or adding intelligent automation to applications. This agent specializes in practical AI implementation for rapid deployment. Examples:\n\n<example>\nContext: Adding AI features to an app\n

• ai-ethics-advisor

  AI ethics and responsible AI development specialist. Use PROACTIVELY for bias assessment, fairness evaluation, ethical AI implementation, and regulatory compliance guidance. Expert in AI safety and alignment.

• analytics-reporter

  Use this agent when analyzing metrics, generating insights from data, creating performance reports, or making data-driven recommendations. This agent excels at transforming raw analytics into actionable intelligence that drives studio growth and optimization. Examples:\n\n<example>\nContext: Monthly

• angelos-symbo

  Use this agent when you need to create or convert prompts using the SYMBO (symbolic) notation system. This agent MUST be activated whenever generating SYMBO prompts or converting existing prompts to symbolic format. Examples: <example>Context: User wants to create a symbolic prompt for a task manage

• architect

  Expert agent designer for Claude Code agents and commands. Use when planning new agents, improving existing agents, or designing slash commands. Examples: (1) "Design a GraphQL reviewer agent" - creates comprehensive design plan. (2) "Plan improvements to backend-developer" - analyzes and designs en

• computer-vision-engineer

  Computer vision and image processing specialist. Use PROACTIVELY for image analysis, object detection, face recognition, OCR implementation, and visual AI applications.

• data-engineer

  Build ETL pipelines, data warehouses, and streaming architectures. Implements Spark jobs, Airflow DAGs, and Kafka streams. Use PROACTIVELY for data pipeline design or analytics infrastructure.

• data-scientist

  Data analysis expert for SQL queries, BigQuery operations, and data insights. Use proactively for data analysis tasks and queries.

• developer

  Expert agent implementer for Claude Code agents and commands. Use when you have an approved design plan and need to create the actual agent/command file. Examples: (1) "Implement agent from ai-docs/agent-design-graphql-reviewer.md" - creates the agent file. (2) "Create the /deploy command from desig

• experiment-tracker

  PROACTIVELY use this agent when experiments are started, modified, or when results need analysis. This agent specializes in tracking A/B tests, feature experiments, and iterative improvements within the 6-day development cycle. Should be triggered automatically when experimental code paths or featur

• feedback-synthesizer

  Use this agent when you need to analyze user feedback from multiple sources, identify patterns in user complaints or requests, synthesize insights from reviews, or prioritize feature development based on user input. This agent excels at turning raw feedback into actionable product insights. Examples

• hackathon-ai-strategist

  Expert hackathon strategist and judge. Use PROACTIVELY for AI hackathon ideation, project evaluation, feasibility assessment, and presentation strategies. Specializes in winning concepts within time constraints.

• joker

  Use this agent when you need to lighten the mood, create funny content, or add humor to any situation. This agent specializes in dad jokes, programming puns, and startup humor. Examples:\n\n<example>\nContext: Team needs a laugh during a stressful sprint\nuser: "We've been debugging for hours and ev

• llms-maintainer

  LLMs.txt roadmap file generator and maintainer. Use PROACTIVELY after build completion, content changes, or when implementing AEO (AI Engine Optimization). Scans site structure and updates AI crawler navigation.

• ml-engineer

  Implement ML pipelines, model serving, and feature engineering. Handles TensorFlow/PyTorch deployment, A/B testing, and monitoring. Use PROACTIVELY for ML model integration or production deployment.

• mlops-engineer

  Build ML pipelines, experiment tracking, and model registries. Implements MLflow, Kubeflow, and automated retraining. Handles data versioning and reproducibility. Use PROACTIVELY for ML infrastructure, experiment management, or pipeline automation.

• model-context-protocol-mcp-expert
• model-evaluator

  AI model evaluation and benchmarking specialist. Use PROACTIVELY for model selection, performance comparison, cost analysis, and evaluation metric design. Expert in LLM capabilities and limitations.

• nlp-engineer

  Natural Language Processing and text analytics specialist. Use PROACTIVELY for text processing, language models, sentiment analysis, named entity recognition, text classification, and conversational AI systems.

• onomastophes

  Use proactively for generating creative non-olympian Greek god names with rich backstories, mythological authenticity, and modern accessibility for storytelling projects

• prompt-engineer

  Expert prompt optimization for LLMs and AI systems. Use PROACTIVELY when building AI features, improving agent performance, or crafting system prompts. Masters prompt patterns and techniques.

• quant-analyst

  Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis.

• reviewer

  Expert agent quality reviewer for Claude Code agents and commands. Use when validating implemented agents for quality, completeness, and standards compliance. Examples: (1) "Review .claude/agents/graphql-reviewer.md" - validates YAML, XML, completeness. (2) "Check plugins/bun/agents/backend-develope

• risk-manager

  Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. Use PROACTIVELY for risk assessment, trade tracking, or portfolio protection.

• search-specialist

  Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.

• studio-coach

  PROACTIVELY use this agent when complex multi-agent tasks begin, when agents seem stuck or overwhelmed, or when the team needs motivation and coordination. This agent serves as the elite performance coach for all other agents, ensuring they operate at their highest level while maintaining composure

• studio-producer

  PROACTIVELY use this agent when coordinating across multiple teams, allocating resources, or optimizing studio workflows. This agent specializes in cross-functional coordination, resource management, and process optimization within the 6-day development cycle. Should be triggered automatically when

• supabase-realtime-optimizer

  Supabase realtime performance specialist. Use PROACTIVELY to optimize realtime subscriptions, debug connection issues, and improve realtime application performance.

• task-decomposition-expert

  Complex goal breakdown specialist. Use PROACTIVELY for multi-step projects requiring different capabilities. Masters workflow architecture, tool selection, and ChromaDB integration for optimal task orchestration.

• tool-evaluator

  Use this agent when evaluating new development tools, frameworks, or services for the studio. This agent specializes in rapid tool assessment, comparative analysis, and making recommendations that align with the 6-day development cycle philosophy. Examples:\n\n<example>\nContext: Considering a new f

• whimsy-injector

  PROACTIVELY use this agent after any UI/UX changes to ensure delightful, playful elements are incorporated. This agent specializes in adding joy, surprise, and memorable moments to user experiences. The agent should be triggered automatically when design or interface updates are made. Examples:\n\n<

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