Investigate codebase, debug issues, or analyze patterns

Perform systematic root cause investigation. Use when you encounter bugs, test failures, or unexpected behavior. Not for trivial or obvious fixes, creative experimentation, or learning new systems.

Validates cross-artifact consistency and detects breaking changes during feature analysis. Use when running /analyze command, validating spec-plan alignment, checking task-implementation consistency, or identifying API/database/UI breaking changes before deployment. (project)

Turn the idea for a feature into a fully-formed PRD/design/specification and implementation-plan. Use when you have a spec or requirements that needs implementation. Use in pre-implementation (idea-to-design) stages to make sure you understand the spec/requirements and ensure you have a correct implementation plan before writing actual code.

Generates comprehensive, structured research reports.

Build and iteratively refine physics analysis specifications using analysis-specification-template.md. Use when the user asks to create or update an analysis spec, requests plots/histograms for a dataset, or describes a quick analysis task that should be formalized into a specification document.

Multi-persona analytical framework for comprehensive code review and decision-making

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Analyze feature requirements, dependencies, and security considerations. Use when starting feature implementation from GitHub issues to understand scope, technical feasibility, and risks.

Gather requirements, perform technical research, and estimate effort/risk. Use for requirements analysis, stakeholder analysis, technology research, and competitive analysis.

Expert in Anglo-American analytic tradition covering logic, language, mind, and epistemology from Frege to contemporary philosophy

Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic tradition. Triggers: 'analytic', 'Frege', 'Russell', 'Wittgenstein', 'logical positivism', 'Vienna Circle', 'possible worlds', 'modal logic', 'qualia', 'functionalism', 'physicalism', 'Kripke', 'Putnam', 'Davidson', 'Quine', 'ordinary language', 'thought experiment', 'conceptual analysis', 'naturalism', 'supervenience'.

Guide for AI agent to use the tools offered by this library to perform analytic tasks.

Создание профессиональных аналитических справок в формате DOCX. Использовать при запросах на создание аналитических справок, информационных записок, правовых меморандумов, обзоров судебных споров, корпоративных отчётов для руководства. Документы создаются на русском языке с профессиональным юридическим стилем изложения.

Create dashboards with KPIs and real-time metrics.

Design data analysis from purpose clarification to visualization. Use when analyzing data, exploring BigQuery schemas, building queries, or creating Looker Studio reports.

1. **Purpose**: Define what to visualize (link to design doc with KPIs)

Add product analytics events to track user interactions in the Metabase frontend

Analytics and data analysis workflow skill

Analytics and conversion tracking for lead generation websites. Use when implementing GTM, GA4, or any measurement. Works with astro-architecture for GTM setup. No CRO mérés nélkül vakrepülés.

Activate for marketing analytics, KPI tracking, reporting dashboards, attribution analysis, and performance optimization. Use when analyzing campaign data, creating reports, or measuring marketing ROI.

Define analytics tracking plan for features and initiatives

Создание профессиональных аналитических справок по финансам, экономике и юриспруденции в формате HTML. Два дизайна на выбор — dark-premium (тёмная тема с золотыми акцентами) и analytics-green (светлая тема с бирюзовыми акцентами). Создаёт две версии — статичную для мобильных устройств и интерактивную для компьютеров. Использовать при запросах на создание аналитических отчётов, финансовых справок, экономических обзоров, юридических заключений, сравнительных анализов, инвестиционных меморандумов.

Define the scope of analytics efforts by identifying relevant metrics, data sources, and analysis approaches. Use when framing pilot analysis questions, selecting KPIs, or aligning data feeds to business objectives and stakeholder needs.

Comprehensive brownfield architecture analysis for existing codebases. Discovers structure, identifies patterns, assesses quality, calculates production readiness, and provides actionable recommendations. Use when analyzing existing codebases to understand architecture, assess quality, or prepare for modernization.

Deep attachment analysis with extraction, importance classification, and content analysis for emails and threads.

Export and analyze VS Code Copilot chat logs for retrospective metrics. Extracts model usage, tool invocations, approval patterns, and timing data.

Parse and analyze CI failure logs to identify root causes and error patterns. Use when CI builds fail to understand what broke.

Examine code organization and identify structural patterns. Use when reviewing module design.

Deep code analysis using consultant agent. Identifies technical debt, risks, and improvement opportunities.

Analyze a codebase to generate a comprehensive architecture and structure report. Use when user wants to understand a codebase, explore project structure, or generate analysis.

Quick single email analysis - read metadata, content summary, and list attachments without extracting them.

Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation.

當接收到新需求或 Event Storming 產出後觸發。分析問題類別（CBF/IDF/RIF），生成完整的規格目錄結構。實現「需求與實作分離」、「規格即文檔、文檔即規格」。

Orchestrate 3-stage friction analysis workflow across conversations. Extracts raw friction, abstracts patterns, and presents for approval. Use when user wants to analyze conversation history for improvement opportunities.

Analyze a GitHub issue and create detailed analysis in workflows/

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 existing PRDs to generate actionable implementation plans, risk assessments, and resource estimates

LLM-based architectural analysis that transforms raw project data into meaningful structure

Analyze script failures to identify source components and propose fixes

Analyze SIMD usage opportunities in Mojo code. Use to find performance optimization opportunities.

Analyze codebase size and language distribution using cloc. Use when user wants to understand codebase scale, primary languages, code composition, or assess project complexity. Provides total LOC, size category, language breakdown percentages, and key insights.

You are initiating the spec analysis workflow. This process will analyze an existing spec for quality issues and optionally guide the user through resolving them interactively.

Analyze failing test cases with a balanced, investigative approach.

Analyze complete email thread with conversation context, timeline, participants, and attachments tracking.

Analyze your uploaded YouTube videos' performance against competitor benchmarks using Playwright MCP. Use when asked to review video analytics, compare performance, check how a video is doing, or reflect on a video's success.