analyze-equations
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation.
analyze-frame
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」。
analyze-friction
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-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.
analyze-silver-miner-metal-ratio
以「銀礦股價格 ÷ 白銀價格」的相對比率衡量礦業股板塊相對於金屬本體的估值區間（偏貴/偏便宜），並用歷史分位數與類比區間推導「底部/頂部」訊號與情境推演。
analyze-simd-usage
Analyze SIMD usage opportunities in Mojo code. Use to find performance optimization opportunities.
analyze-size
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.
analyze-spec
Analyze an existing spec for inconsistencies, missing information, ambiguities, and structure issues. Use when user says "analyze spec", "review spec", "spec quality check", "validate requirements", "audit spec", or "check spec quality".
analyze-state
Terraform state を分析・操作する。「state 確認」「state list」「state show」「リソース一覧」「state の移動」「state mv」「state rm」「terraform state」「state 操作」「リソースの状態」「state pull」などで起動。
analyze-system
システム分析エージェント - ユビキタス言語、アクター、ロール、権限、ドメイン-コード対応表を抽出。/analyze-system [対象パス] で呼び出し。
analyze-test-coverage
Analyze test coverage gaps and report findings
analyze-test-failures
This skill should be used when the user asks to "analyze failing tests", "debug test failures", "investigate test errors", or provides specific failing test cases to examine. Analyzes failing test cases with a balanced, investigative approach to determine whether failures indicate test issues or genuine bugs.
analyze-test-results
Analyze test failures and CI artifacts to identify and fix bugs
analyze-thread
Analyze complete email thread with conversation context, timeline, participants, and attachments tracking.
analyze-us-bank-credit-deposit-decoupling
分析銀行貸款與存款之間的「信貸創造脫鉤」現象，追蹤存款的絕對收縮與回升軌跡，用以辨識聯準會緊縮政策在銀行體系內部的真實傳導效果。
analyze-video-performance-skill
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.
analyze-video
Adds visual descriptions to transcripts by extracting and analyzing video frames with ffmpeg. Creates visual transcript with periodic visual descriptions of the video clip. Use when all files have audio transcripts present (transcript) but don't yet have visual transcripts created (visual_transcript).
analyze-wast
Analyze WebAssembly test (WAST) files to debug compilation issues and create regression tests. Use when the user asks to debug or analyze WAST test failures, investigate compilation bugs in wasmoon, or when encountering test failures in spec/*.wast files. Triggers include "analyze wast", "debug wast", "wast bug", or references to specific .wast test files.
analyze-yii2-project
Use this when user provides a Yii2 codebase for analysis or migration planning. Provides 6-phase workflow: scan, capability extraction, dependency analysis, requirements extraction, semantic indexing, and migration roadmap. Apply when user mentions Yii2, PHP legacy modernization, or framework migration to NestJS
analyzer-architecture-review
analyzerアプリケーションのアーキテクチャレビュー。Port&Adapterアーキテクチャ（ヘキサゴナルアーキテクチャ）のルールに従っているかをチェックします。新しいPort/Adapter/Usecase/Model追加時、PRレビュー時、またはアーキテクチャ違反の検出が必要な時に使用します。Port層の関数型定義、依存関係の方向、New*関数パターン、レイヤー分離などを検証します。
analyzer
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Analyzing AgentScope Library
This skill provides a way to retrieve information from the AgentScope library for analysis and decision-making.
analyzing-aorc-precipitation
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analyzing-apm-data
Monitor application performance using the RED methodology (Rate, Errors, Duration) with Observe. Use when analyzing service health, investigating errors, tracking latency, or building APM dashboards. Covers when to use metrics vs spans, combining RED signals, and troubleshooting workflows. Cross-references working-with-intervals, aggregating-gauge-metrics, and analyzing-tdigest-metrics skills.
analyzing-auto-insurance-data
Analyzes vehicle insurance daily reports and signing lists. Use when user asks to analyze insurance data, generate business reports, check institution performance, monitor policy trends, or detect business anomalies. Handles Excel/CSV files with fields like premium, institution, customer type, and renewal status.
analyzing-backtests
Analyzes algorithmic trading backtest results from Jupyter notebooks and generates summary reports. Use when the user wants to analyze or summarize backtest notebooks.
analyzing-branch-status
Use when user wants detailed status report for single autonomy branch including iteration timeline and metrics progression
analyzing-branches
Use when analyzing another branch's iteration journals to extract findings, decisions, and insights from divergent work
analyzing-business-models
Analyzes business models including revenue models, unit economics, competitive moats, scalability, and value creation/capture mechanisms using frameworks like Business Model Canvas and strategic analysis. Use when the user requests business model analysis, unit economics review, moat assessment, or wants to understand how a company creates and captures value.
analyzing-capacity-planning
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analyzing-codebases
Generates LLM-optimized code context with function call graphs, side effect detection, and incremental updates. Processes JavaScript/TypeScript codebases to create compact semantic representations including multi-level summaries, entry point identification, and hash-based change tracking. Provides 74-97% token reduction compared to reading raw source files. Useful for understanding code architecture, debugging complex systems, reviewing pull requests, and onboarding to unfamiliar projects.
analyzing-component-quality
Expert at analyzing the quality and effectiveness of Claude Code components (agents, skills, commands, hooks). Assumes component is already technically valid. Evaluates description clarity, tool permissions, auto-invoke triggers, security, and usability to provide quality scores and improvement suggestions.
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