majiayu000
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- ▌ Instructions Development · majiayu000 bundleThis skill should be used when the user asks to "create CLAUDE.md", "initialize CLAUDE.md", "sync CLAUDE.md with code", "update documentation from codebase", "create .claude/rules/", "manage modular rules", "split large CLAUDE.md", or mentions project documentation setup. Manages complete lifecycle of project instructions including creation, synchronization with code patterns, and modular organization.
- ▌ Instrumentation Planning · majiayu000 bundlePlan instrumentation strategy before implementation, covering what to instrument, naming conventions, cardinality management, and instrumentation budget
- ▌ Plurigrid Asi Integrated · majiayu000 bundleUnified Plurigrid ASI skill combining ACSets, Gay-MCP colors, bisimulation games, world-hopping, glass-bead synthesis, and triad interleaving for autonomous skill dispersal.
- ▌ Intent Signal Aggregator · majiayu000 bundleMonitor buyer intent signals across the web including job postings, tech changes, funding rounds, and leadership changes. Alerts when prospects show buying signals and prioritizes "hot" accounts. Use for timing-based prospecting.
- ▌ Investigate Dependencies · majiayu000 bundleConduct thorough dependency audits to identify redundant code, unused features, and improper usage patterns. Examines each import to ensure we're leveraging existing capabilities rather than reinventing functionality.
- ▌ Investigating A Codebase · majiayu000 bundleUse when planning or designing features and need to understand current codebase state, find existing patterns, or verify assumptions about what exists - prevents hallucination by grounding plans in reality
- ▌ Investment Weekly Report · majiayu000 bundleGenerates comprehensive weekly investment reports aggregating daily data, analyzing weekly trends, and providing strategic outlook
- ▌ IOS App Store Submission · majiayu000 bundleWhen the user wants to submit an iOS app to the App Store. Use when the user mentions 'App Store,' 'App Store Connect,' 'TestFlight,' 'iOS submission,' 'app review,' 'EAS build,' 'eas submit,' 'Apple review,' 'app rejection,' or 'iOS release.' This skill covers the entire process from setup to App Store review approval.
- ▌ Iot Uart Console Picocom · majiayu000 bundleUse picocom to interact with IoT device UART consoles for pentesting operations including device enumeration, vulnerability discovery, bootloader manipulation, and gaining root shells. Use when the user needs to interact with embedded devices, IoT hardware, or serial consoles.
- ▌ Issue Driven Development · majiayu000 bundleUse for any development work - the master 13-step coding process that orchestrates all other skills, ensuring GitHub issue tracking, proper branching, TDD, code review, and CI verification
- ▌ Iterate Refinement Notes · majiayu000 bundle<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
- ▌ Iterative Plan Execution · majiayu000 bundleAutonomous phase-by-phase plan implementation with journaling. Decomposes phases into atomic tasks and verifies each via typecheck + spike + export resolution triad.
- ▌ Javascript Eslint Linter · majiayu000 bundleEnsure JavaScript/TypeScript code follows industry standards using ESLint linter with linting-workflow framework
- ▌ Jekyll Article Generator · majiayu000 bundleSpecialized agent for generating high-quality articles and blog posts using jekyll-TeXt-theme, with expertise in software verification and validation. Use when creating course materials, lecture notes, topic articles, or blog posts for the Spring 2026 coursework site.
- ▌ Jj Workspace Experiments · majiayu000 bundleCreate isolated jj workspaces for testing changes, running experiments in parallel, and exploring alternative implementations. Use when testing breaking changes, comparing different approaches, or running long-running operations without blocking other work. (project)
- ▌ Job Description Analysis · majiayu000 bundleAnalyze job postings for requirements, culture, and values - outputs structured analysis matching lexicon categories for comparison and gap analysis
- ▌ Job Posting Intelligence · majiayu000 bundleDetect when companies are hiring transportation managers as a 90-120 day leading indicator of upcoming RFPs. Use when finding companies about to issue RFPs, analyzing job postings for freight opportunities, or creating outreach campaigns based on hiring signals.
- ▌ Joint Solution Blueprint · majiayu000 bundleTemplate for documenting co-built solutions, integrations, and GTM motions with partners.
- ▌ JS Worker Multithreading · majiayu000 bundleImplement, refactor, or review worker-based multithreading in TypeScript/JavaScript apps (browser or Node). Use when offloading CPU-heavy loops to Web Workers, setting up a worker pool, moving data across threads, or diagnosing worker crashes, slowdowns, or synchronization bugs.
- ▌ Julien Ref Astro Install · majiayu000 bundleGuide d'installation Astro + Tailwind sur Windows. Covers Node.js setup, pnpm, project creation, common Windows issues, and troubleshooting.
- ▌ Jupyter Notebook Testing · majiayu000 bundleCreate and manage Jupyter notebooks for testing Adobe Edge Delivery Services (EDS) blocks interactively in the browser using the ipynb-viewer block. Interactive JavaScript execution, overlay previews with backdrop, direct ES6 imports. Use when creating notebooks, testing blocks with ipynb files in browser, generating overlay previews, or creating executable documentation.
- ▌ Jwc Workspace Validation · majiayu000 bundlepnpm+turbo 모노레포에서 Node 버전(.nvmrc)과 터보 task 의존성을 고려해 lint/typecheck/build를 안전하게 실행하고, 실패 시 패키지 단위로 범위를 좁혀 원인을 찾습니다.
- ▌ Kano Agent Backlog Skill · majiayu000 bundleLocal-first, multi-product backlog management with agent collaboration discipline.
- ▌ Kdrama Narrative Builder · majiayu000 bundleCreate emotionally compelling murder mystery narratives using Danpyeonsun methodology and K-drama storytelling principles. Designs 3-act dramatic structures, complex morally-gray characters, bittersweet endings, and scene-by-scene emotional beats. Use when writing scenarios for detective games, designing murder mystery plots, or creating K-drama style narratives with moral complexity.
- ▌ Keboola Data Engineering · majiayu000 bundleExpert assistant for Keboola data platform. Builds working data pipelines, not just advice. Use for: data extraction, transformation, validation, orchestration, dashboard creation.
- ▌ Keeping Routines Focused · majiayu000 bundleEach routine does one thing and does it well - extract when routines have multiple responsibilities
- ▌ Kill Criteria Exit Ramps · majiayu000 bundleUse when defining stopping rules for projects, avoiding sunk cost fallacy, setting objective exit criteria, deciding whether to continue/pivot/kill initiatives, or when users mention kill criteria, exit ramps, stopping rules, go/no-go decisions, project termination, sunk costs, or need disciplined decision-making about when to quit.
- ▌ Kinesis Stream Processor · majiayu000 bundleЭксперт AWS Kinesis. Используй для stream processing, real-time data и Kinesis patterns.
- ▌ Kirby Plugin Development · majiayu000 bundleBuilds or extends Kirby plugins using hooks, extensions, blocks, KirbyTags, and shared templates/controllers. Use when creating reusable features or integrating Panel customizations.
- ▌ Kirby Scaffold Page Type · majiayu000 bundleScaffolds a new Kirby page type (blueprint + template, optional controller/model) using project roots, index tools, and Panel field/section references. Use when creating a new page type or extending an existing blueprint/template.
- ▌ Kitt Create Meta Prompts · majiayu000 bundleCreate optimized prompts for agent-to-agent pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running multi-stage workflows (research -> plan -> implement).
- ▌ Knowledge Base Templates · majiayu000 bundleProvides reusable templates for generating comprehensive codebase knowledge bases including architecture diagrams, concept maps, and module documentation. Supports both single-project and monorepo structures. Use when creating project documentation, knowledge bases, or when user mentions KB templates, codebase documentation, or project documentation structure.
- ▌ Kolmogorov Onsager Hurst · majiayu000 bundleTurbulence scaling theory: K41 energy cascade, Onsager's anomalous dissipation, and Hurst exponent for long-range dependence
- ▌ Kotlin Composable Review · majiayu000 bundleStrict technical code review for Kotlin Jetpack Compose. Analyzes @Composable functions for recomposition issues, stability violations, memory leaks, state management antipatterns, accessibility gaps, and performance problems.
- ▌ Langfuse Webhooks Events · majiayu000 bundleConfigure Langfuse webhooks and event callbacks for real-time notifications. Use when setting up trace notifications, configuring evaluation callbacks, or integrating Langfuse events with external systems. Trigger with phrases like "langfuse webhooks", "langfuse events", "langfuse notifications", "langfuse callbacks", "langfuse alerts".
- ▌ Large Instructions Skill · majiayu000 bundleA skill with large instructions for performance testing
- ▌ Learning Graph Generator · majiayu000 bundleGenerates a comprehensive learning graph from a course description, including 200 concepts with dependencies, taxonomy categorization, and quality validation reports. Use this when the user wants to create a structured knowledge graph for educational content.
- ▌ Learning Journey Builder · majiayu000 bundleThis skill should be used when designing complete learning journeys that integrate formal training with work-based learning and social learning. Use this skill to create 70:20:10 ecosystems, design coaching plans, establish peer learning structures, and ensure sustained support.
- ▌ Learning Market Research · majiayu000 bundleAnalyze competitive courses, industry trends, learner demand, pricing, and technology landscape for educational market positioning. Use when launching new courses, competitive analysis, or market validation. Activates on "market research", "competitive analysis", "course demand", or "pricing research".
- ▌ Learning Session Planner · majiayu000 bundleDesign live class sessions, workshops, webinars, and synchronous learning experiences with timing, activities, breakouts, and facilitation guides. Use when planning live instruction. Activates on "class plan", "workshop design", "live session", or "webinar planning".
- ▌ Lease Arbitration Expert · majiayu000 bundleExpert in lease arbitration agreements that create binding dispute resolution when parties cannot agree on renewal rent or fair market value. Use when drafting renewal option clauses with rent arbitration, negotiating arbitrator selection procedures, analyzing baseball vs conventional arbitration, structuring rent determination frameworks, evaluating market rent disputes, or creating enforceable arbitration provisions for lease renewals. Key terms include renewal rent, fair market value, arbitration, arbitrator, baseball arbitration, conventional arbitration, binding decision, market rent determination, expert appraiser, rent dispute
- ▌ Leavn Multi Language UX Verification Skill · majiayu000 bundleSystematically test language switching, localization, RTL support, and content rendering across all supported languages in the Leavn iOS app. Gener...
- ▌ Lightfriend DB Migration · majiayu000 bundleStep-by-step guide for modifying database schema using Diesel migrations
- ▌ Lighthouse CI Integrator · majiayu000 bundleIntegrates Lighthouse CI for automated performance testing, Core Web Vitals tracking, and regression detection in CI/CD pipelines. Use when user asks to "setup Lighthouse CI", "add performance testing", "monitor Core Web Vitals", or "prevent performance regressions".
- ▌ Liquidity Depth Analyzer · majiayu000 bundleDEX liquidity analysis and slippage estimation for MEV trading. Use when implementing swaps, route selection, or position sizing. Triggers on: liquidity, slippage, price impact, depth, AMM math, Unisw
- ▌ Llamaindex Wolfram Alpha · majiayu000 bundleThe LlamaIndex Wolfram Alpha tool enables agents to interface with the Wolfram|Alpha LLM API for computational knowledge queries. It provides concise text-based answers optimized for LLM consumption, handling complex mathematics, scientific facts, unit conversions, and visual data like molecular structures.
- ▌ LLM Application Patterns · majiayu000 bundleThis skill should be used when building production LLM applications in any language. It applies when implementing predictable AI features, creating structured interfaces for LLM operations, configuring language model providers, building agent systems with tools, optimizing prompts, or testing LLM-powered functionality. Covers language-agnostic patterns for type-safe contracts, modular composition, multi-provider support, and production deployment.
- ▌ Ln 140 Test Docs Creator · majiayu000 bundleCreates test documentation (testing-strategy.md + tests/README.md). Establishes testing philosophy and Story-Level Test Task Pattern. L2 Worker in ln-100-documents-pipeline workflow.
- ▌ Ln 220 Story Coordinator · majiayu000 bundleCREATE/REPLAN Stories for Epic (5-10 Stories). Delegates ln-001-standards-researcher for standards research. Decompose-First Pattern. Auto-discovers team/Epic.
- ▌ Entity Class Conventions · majiayu000 bundleYou are a coding standards expert specializing in entity class conventions.
- ▌ Environmental Permitting · majiayu000 bundleFlorida environmental permitting expertise. Invoke for SJRWMD permits, wetland assessments, flood zone analysis, or stormwater requirements.
- ▌ Environmentalist Analyst · majiayu000 bundleAnalyzes events through environmental lens using ecological principles, systems thinking, sustainability frameworks, and conservation biology to assess ecosystem health, biodiversity impacts, and long-term environmental sustainability. Provides insights on climate change, resource management, pollution, habitat conservation, and human-nature relationships. Use when: Environmental policy, climate decisions, conservation planning, resource extraction, pollution assessment. Evaluates: Ecosystem health, biodiversity, sustainability, climate impacts, carrying capacity, environmental justice.
- ▌ Erpnext Code Interpreter · majiayu000 bundleIntelligent agent for interpreting vague ERPNext development requests and producing concrete technical specifications. Use when receiving unclear requirements like 'make invoice auto-calculate', 'add approval workflow', 'sync with external system'. Triggers: user gives vague requirement, need to clarify scope, translate business need to technical spec, determine which ERPNext mechanisms to use, create implementation plan.
- ▌ Erpnext Impl Controllers · majiayu000 bundleImplementation workflows and decision trees for Frappe Document Controllers. Use when determining HOW to implement server-side DocType logic: lifecycle hooks, validation patterns, autoname, submittable workflows, controller override. Triggers: how do I implement controller, which hook to use, validate vs on_update, override controller, submittable document, autoname pattern, flags system.
- ▌ Erpnext Syntax Customapp · majiayu000 bundleDeterministic syntax for building Frappe custom apps including app structure, pyproject.toml, modules, patches and fixtures
- ▌ Erpnext Syntax Scheduler · majiayu000 bundleScheduler and background jobs syntax for Frappe/ERPNext v14/v15/v16. Use for scheduler_events in hooks.py, frappe.enqueue() for async jobs, queue configuration, job deduplication, error handling, and monitoring. Triggers on questions about scheduled tasks, background processing, cron jobs, RQ workers, job queues, async tasks.
- ▌ Error Handling Debugging · majiayu000 bundle当用户要求"处理错误"、"错误处理"、"捕获异常"、"错误恢复"，或者提到"错误处理"、"error handling"、"异常"时使用此技能。用于处理 Rust 或 TypeScript 中的错误、调试问题、排查 Tauri 命令失败、修复数据库错误或实现错误恢复策略。
- ▌ Error Handling Protocols · majiayu000 bundleStandard protocols for handling errors, API failures, and infrastructure issues
- ▌ Escalation And Ownership · majiayu000 bundleDefining clear ownership models and escalation procedures to ensure incidents are handled by the right people at the right time.
- ▌ Etl Incremental Patterns · majiayu000 bundleIncremental data loading patterns including backfill strategies, CDC, timestamp-based loads, and pipeline orchestration.
- ▌ Event Listener Container · majiayu000 bundle为Flutter插件视图添加事件监听容器，自动管理事件订阅/取消订阅生命周期，避免内存泄漏并减少约84%的模板代码。适用场景：(1) 插件视图需要响应全局事件更新UI，(2) 需要避免手动管理订阅导致的内存泄漏，(3) 简化事件监听实现
- ▌ Event Sourcing Architect · majiayu000 bundleExpert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for even
- ▌ Evidently Drift Detector · majiayu000 bundleEvidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.
- ▌ Exec Dashboard Blueprint · majiayu000 bundleLayout and storytelling guide for marketing analytics executive dashboards.
- ▌ Executing Parallel Phase · majiayu000 bundleUse when orchestrating parallel phases in plan execution - creates isolated worktrees for concurrent task execution, installs dependencies, spawns parallel subagents, verifies completion, stacks branches linearly, and cleans up (mandatory for ALL parallel phases including N=1)
- ▌ Execution Types Contract · majiayu000 bundleKeep execution engine changes aligned with stable public types (execution.py + types.py lockstep).
- ▌ Executive Summary Writer · majiayu000 bundleCreate concise executive summaries and TL;DR versions of long documents
- ▌ Expense Report Generator · majiayu000 bundleGenerate formatted expense reports from receipt data or CSV. Create professional PDF reports with categorization, totals, and approval workflows.
- ▌ Experiment Retrospective · majiayu000 bundleTurn experiment reports and notes into summaries and new/updated result skills.
- ▌ Explainer Video Scripter · majiayu000 bundleWrite scripts for educational and explainer videos that teach effectively
- ▌ Extensions API Migration · majiayu000 bundleMigrates IdeaVim extensions from the old VimExtensionFacade API to the new @VimPlugin annotation-based API. Use when converting existing extensions to use the new API patterns.
- ▌ External Model Selection · majiayu000 bundleChoose optimal external AI models for code analysis, bug investigation, and architectural decisions. Use when consulting multiple LLMs via claudish, comparing model perspectives, or investigating complex Go/LSP/transpiler issues. Provides empirically validated model rankings (91/100 for MiniMax M2, 83/100 for Grok Code Fast) and proven consultation strategies based on real-world testing.
- ▌ Extra Reference Material · majiayu000 bundleManage offline reference material in the `extra/` directory. Use when needing external documentation, library source code, screenshots, PDFs, or API specs. ALWAYS check `extra/` before web searches. HALT and ask the human when required material is missing - do NOT fall back to WebFetch/WebSearch.
- ▌ Extract Blockchain Media · majiayu000 bundleExtract media files (images, videos, documents) from BSV blockchain transactions using the txex CLI tool. Retrieves inscribed ordinals and embedded files.
- ▌ Extracting Design Tokens · majiayu000 bundleExtracts and documents design tokens (colors, typography, spacing, shadows, etc.) from Figma designs. Updates the "デザイントークン" section in screen spec.md.
- ▌ Factory Assembler Expert · majiayu000 bundleFactory & Assembler 변환 전문가. CommandFactory Command→Domain 변환, QueryFactory Query→Criteria 변환, Assembler Domain→Response 변환. PersistBundle 영속화 묶음, QueryBundle 조회 결과 묶음. 단방향 변환 원칙: Factory는 생성만, Assembler는 조립만. 비즈니스 로직 절대 금지.
- ▌ Faion Automation Tooling · majiayu000 bundleAutomation & tooling specialist: browser automation, CI/CD, monorepo, performance testing, feature flags. 23 methodologies.
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- ▌ Faion Frontend Developer · majiayu000 bundleFrontend: Tailwind, CSS-in-JS, design tokens, UI libraries, PWA, accessibility.
- ▌ Faion Product Operations · majiayu000 bundleProduct operations: prioritization (RICE, MoSCoW), backlog, analytics, feedback.
- ▌ Faion Software Architect · majiayu000 bundleSoftware architecture: system design, patterns, ADRs, quality attributes.
- ▌ Faion Software Developer · majiayu000 bundleFull-stack development: Python, JavaScript, Go, APIs, testing, frontend.
- ▌ Fantasy Lineup Optimizer · majiayu000 bundleAnalyze matchups, injuries, weather, Vegas lines. Recommend sit/start decisions with confidence levels for NFL, NBA, MLB, NHL, soccer.
- ▌ Fastapi Backend Template · majiayu000 bundleFastAPI with PostgreSQL, async SQLAlchemy 2.0, Alembic, and Docker.
- ▌ Fastapi Pytest Tddhelper · majiayu000 bundleSenior Backend Architect and Principal QA Engineer skill for Test-Driven Development (TDD) with FastAPI and Pytest. Provides high-performance testing blueprints prioritizing execution speed and memory efficiency. Use when: (1) Setting up pytest for FastAPI projects, (2) Writing tests following Red-Green-Refactor TDD cycle, (3) Creating high-performance conftest.py with async fixtures, (4) Implementing transaction rollback patterns for fast test isolation, (5) Using httpx.AsyncClient for async endpoint testing, (6) Validating responses with Pydantic models, (7) Creating factory fixtures and dependency overrides, (8) Optimizing test execution speed and parallelization. Applies to FastAPI v0.100+ and Pytest v8.0+.
- ▌ Fastled Color Specialist · majiayu000 bundleFastLED color expert for palette generation, color math, performance optimization, and LED effect debugging across any FastLED project.
- ▌ Fastmcp Cloud Deployment · majiayu000 bundleFastMCP Cloud deployment validation, testing, and verification patterns. Use when deploying MCP servers, validating deployments, testing server configurations, checking environment variables, verifying deployment health, tracking deployments, or when user mentions FastMCP Cloud, deployment validation, pre-deployment checks, post-deployment verification, deployment troubleshooting, or deployment lifecycle management.
- ▌ Fdb Simulation Workloads · majiayu000 bundleGuide for writing FoundationDB simulation workloads in Rust. Use when designing chaos testing, simulation testing, deterministic testing, or workload implementations for FDB layers. Covers operation design, invariant checking, and determinism requirements.
- ▌ Feature Module Architect · majiayu000 bundleScaffolds feature modules following feature-based architecture with colocation principle and 500 LOC file limit. Use when creating new features or refactoring large files into modular structure.
- ▌ Fetch Pr Review Comments · majiayu000 bundleMUST use this skill when user asks to check/review PR comments, address reviewer feedback, fix review issues, or respond to code review. Fetches unresolved review comments from GitHub PR for the current branch.
- ▌ Ffmpeg Docker Containers · majiayu000 bundleMANDATORY: Always Use Backslashes on Windows for File Paths
- ▌ Ffmpeg Fundamentals 2025 · majiayu000 bundleMANDATORY: Always Use Backslashes on Windows for File Paths
- ▌ Ffmpeg Stabilization 360 · majiayu000 bundleMANDATORY: Always Use Backslashes on Windows for File Paths
- ▌ Field Extraction Parsing · majiayu000 bundleExtract structured fields from unstructured log data using OPAL parsing functions. Covers extract_regex() for pattern matching with type casting, split() for delimited data, parse_json() for JSON logs, and JSONPath for navigating parsed structures. Use when you need to convert raw log text into queryable fields for analysis, filtering, or aggregation.
- ▌ Filtering Event Datasets · majiayu000 bundleFilter and search event datasets (logs) using OPAL. Use when you need to find specific log events by text search, regex patterns, or field values. Covers contains(), tilda operator ~, field comparisons, boolean logic, and limit for sampling results. Does NOT cover aggregation (see aggregating-event-datasets skill).
- ▌ Customer Success Manager · majiayu000 bundleExpert customer success manager specializing in customer retention, growth, and advocacy. Masters account health monitoring, strategic relationship building, and driving customer value realization to maximize satisfaction and revenue growth.
- ▌ Customer Trust Dashboard · majiayu000 bundleReporting framework for monitoring trust, sentiment, and regulator-facing KPIs.
- ▌ Cva Concepts Agent Types · majiayu000 bundleAgent system taxonomy (A/B/C/D) based on capabilities - Type A (pure AI), Type B (AI+database context), Type C (AI+web grounding), Type D (AI+database+web). Includes latency/cost analysis, decision tree, healthcare pipeline mapping, and ROI optimization. Use when designing agent architecture, selecting agent type, optimizing costs, or implementing multi-agent workflows.
- ▌ Cypress Playwright Setup · majiayu000 bundleSets up end-to-end testing with Cypress or Playwright including page objects, fixtures, and CI integration. Use when users request "E2E testing", "Cypress setup", "Playwright setup", "browser testing", or "integration tests".