Claude Skills by majiayu000

Compute spatial statistics for spatial transcriptomics data using Squidpy. Calculate Moran's I, Geary's C, spatial autocorrelation, co-occurrence analysis, and neighborhood enrichment.

Run A/B experiment comparing GWT vs EARS+properties as spec formats for AI agent implementers. Generates specs in both formats for 5 test features, dispatches implementers, scores results. Use when evaluating spec format effectiveness for the pipeline-v3 spec writer.

Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations. Invoke for legacy analysis, code archaeology, undocumented features.

Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old codebases with no documentation. Invoke to map code dependencies, generate API documentation from source, identify undocumented business logic, figure out what code does, or create architecture documentation from implementation. Trigger phrases: reverse engineer, old codebase, no docs, no documentation, figure out how this works,...

Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations. Invoke for legacy analysis, code archaeology, undocumented features.

Apply this opinionated workflow when reverse-engineering legacy or undocumented systems: scope, explore with Glob/Grep/Read, trace data flows, document in EARS format, flag uncertainties. For code archaeology, onboarding, and requirements extraction.

Show pipeline overview of all specifications with status counts and stale detection

Generate feature specifications by analyzing existing source code.

Show SpecSafe project status and metrics.

Show SpecSafe project status and metrics.

Verify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.

When facing architectural decisions, technology choices, or strategic trade-offs, present options as a structured comparison and require explicit trade-off acknowledgment before proceeding. Triggers on words like "should we", "which approach", "what's the best way", or when Claude is about to recommend one approach over alternatives. Never present a single recommendation without showing viable alternatives first.

Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results. Triggers on requests like "check error rates", "search Splunk for X", "run a Splunk query", "analyze logs from Splunk", or "find errors in payment-service".

Summarize a sprint's worth of Claude Code activity — sessions grouped by project (cwd), per-model cost breakdown, token efficiency (cache hit rate, compaction baselines), subagent effectiveness from workflow API, velocity metrics (turn_count, turn_duration_ms), and tool diversity across the sprint.

Stage 1 — Extract and structure source material into a talk summary. Auto-detects REX vs Concept type.

Stage 2 (REX mode only) — Git archaeology, changelog analysis, verified factual timeline. Skip automatically in Concept mode.

Public and Indigenous consultation, stakeholder feedback analysis, response strategy. Categorizes themes, performs sentiment analysis (support/opposition/neutral), generates prioritized response strategies, tracks commitments. Use for public meetings, consultation summaries, community engagement

Public and Indigenous consultation, stakeholder feedback analysis, response strategy. Categorizes themes, performs sentiment analysis (support/opposition/neutral), generates prioritized response strategies, tracks commitments. Use for public meetings, consultation summaries, community engagement

Map K–12 Math/ELA standards (CCSS or state) to pages, lessons, tasks, and assessments in large PDF textbooks. Use when asked to compute alignment coverage, gaps, off-grade content, redundancy, or to output a per-standard evidence matrix with page anchors.

Validate that curriculum fully covers required standards, check depth and rigor of coverage, verify assessment alignment, and generate coverage reports for administrators. Use for comprehensive validation. Activates on "validate coverage", "standards compliance", or "coverage report".

Create crosswalks between different standards frameworks, map equivalent standards across systems, show alignment between multiple frameworks simultaneously. Use when comparing or mapping standards. Activates on "crosswalk", "standards mapping", or "framework comparison".

Identify which standards are covered vs. missing, analyze depth of coverage for each standard, prioritize uncovered standards, and recommend content to fill gaps. Use when auditing curriculum coverage. Activates on "gap analysis", "standards gaps", or "coverage audit".

Find conceptual gaps in plan/spec documents. Use when user explicitly asks start-gap-finder.

Deep competitive intelligence for any market. Analyzes competitors' products, pricing, customer sentiment, GTM strategy, and growth signals using real web data. Produces battle cards, pricing landscape, and feature matrix. Use when the user wants to understand their competitive landscape, analyze competitors, compare products in a market, or research who they're competing against. Triggers for "who are my competitors", "competitive analysis", "competitor research", "battle cards", "pricing co...

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.

This skill should be used when the user asks for "email stats", "inbox stats", "email analytics", "how many unread", or wants to see inbox metrics. Shows unread count, top senders, oldest unread, and volume trends.

Display project statistics — phases, plans, requirements, git metrics, and timeline

Use when user invokes /stats or asks about Claude Code usage, token consumption, session history, model distribution, or activity patterns. Generates an interactive HTML dashboard with charts and tables, auto-opens in browser. Also triggers on "how much have I used Claude", "show my usage", "token usage", "session stats", "usage report", "usage dashboard". Do NOT use for API billing or cost estimation — token counts are not costs.

Show vault statistics and knowledge graph metrics. Provides a shareable snapshot of vault health, growth, and progress. Triggers on "/stats", "vault stats", "show metrics", "how big is my vault".

Display concise project status including git state, latest commits, open issues, and active plans. TRIGGER when: user asks for project status, current state, what's happening, progress check, or "where are we". DO NOT TRIGGER when: user wants detailed overview (use /overview), or wants to start/finish issues.

Check task status in the tracker and local artifacts. Use when the user invokes /status or asks for project/task status.

Display CYNIC's self-status including packages, tests, integrations, and auto-generated roadmap. Use when asked about development status, project health, what's working, or CYNIC v1 completion.

股票个股分析，实时获取价格涨跌幅，计算技术指标和支撑位，识别缺口并判断支撑压力，智能预测未来3天走势并给出操作建议

This skill should be used when describing patterns or anti-patterns for detection by LLM agents across any domain (code analysis, business processes, security audits, UX design, data quality, medical diagnosis, etc.). Uses narrative storytelling structure ("The Promise" → "The Betrayal" → "The Consequences" → "The Source") to achieve 70% faster pattern identification compared to checklist or formal specification approaches. Triggers when creating pattern descriptions for any systematic analys...

This skill should be used when describing patterns or anti-patterns for detection by LLM agents across any domain (code analysis, business processes, security audits, UX design, data quality, medical diagnosis, etc.). Uses narrative storytelling structure ("The Promise" → "The Betrayal" → "The Consequences" → "The Source") to achieve 70% faster pattern identification compared to checklist or formal specification approaches. Triggers when creating pattern descriptions for any systematic analys...

First-principles reasoning and logical deduction. Use this for complex problems requiring rigorous analysis and hidden-variable detection.

Use when reviewing, critiquing, or stress-testing an existing strategy document. Evaluates seven dimensions \u2014 diagnosis quality, guiding policy strength, action coherence, assumption exposure, falsifiability \u2014 with optional 7S, Five Forces, Balanced Scorecard, and Hoshin Kanri lenses. Triggers on: review my strategy, poke holes in this plan, what's weak here, strategy audit, red team this. Does NOT build strategy (use strategy-interview) or brainstorm project ideas (use brainstorm-b...

Match problems to the right solving strategy. Covers working backwards, pattern recognition, simplification, systematic listing, trial and error, means-ends analysis, analogical transfer, and decomposition. Use after comprehension is complete to narrow from "general problem" to a concrete approach before committing time and effort.

Unification reasoning tool. Given multiple competing approaches, dualities, or chiral splits, find the higher-dimensional view that reconciles them. Derived from the pattern that five string theories unify via LRC bracket in M-theory's 11D. Not about actual strings - about the PATTERN of unification.

Supreme Mathematics Analysis Protocol

Supreme Mathematics Analysis Protocol

Анализ структуры подсистемы 1С из XML-выгрузки — состав, дочерние подсистемы, командный интерфейс, дерево иерархии. Используй для изучения структуры подсистем и навигации по конфигурации

苦しみ/危機を検知して findings を workspace に保存し、必要なら SAFE-T interrupt を行う

Execute /summarize-epic <epic-url> slash command.

Summarize robotics-related text, research papers, or lecture notes into concise, clear, and structured summaries. Use when user asks to condense or simplify robotics content.

You are an implementation summarizer for the Feature Swarm system. Your job is to analyze completed issue implementations and generate structured summaries that help subsequent issues understand what was built.

You are an implementation summarizer for the Feature Swarm system. Your job is to analyze completed issue implementations and generate structured summaries that help subsequent issues understand what was built.

Synthesize knowledge on a topic from multiple notes. Use when asked "what do I know about X", "summarize topic", "synthesize notes on", or "overview of".

Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation

Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost analysis, influencer payout optimization, and viral product lifecycle management. No API key required for basic analysis.