majiayu000
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- ▌ Init AI Md · majiayu000 bundle初始化和增量更新 AI 记忆文件(CLAUDE.md、AGENTS.md、GEMINI.md)。通过交互式选择和差异对比,智能补全记忆项内容。触发条件:当用户提及初始化记忆文件、更新 CLAUDE.md、同步 AI 记忆、init-ai-md 等关键词时主动调用。
- ▌ Learn Rule · majiayu000 bundleCapture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".
- ▌ Link Saver · majiayu000 bundleFetch a URL, summarize it, and save it to memory for later retrieval. Use when the user drops a link and wants it remembered, or asks to "save this link".
- ▌ Openmemory · majiayu000 bundlePersistent long-term agent memory for storing and querying past work, patterns, and learnings.
- ▌ Recallloom · majiayu000 bundleUse when a task involves continuing a project, restoring project context, maintaining file-based project memory, updating current-state summaries, or recording meaningful progress across sessions. Works best for long-horizon, file-based projects and supports research writing, product document collaboration, software project coordination, and broader cross-functional project continuity.
- ▌ Rvf Manage · majiayu000 bundleManage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfer
- ▌ Swarmvault · majiayu000 bundleUse SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, context-pack, task-ledger, retrieval, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.
- ▌ Create Cartoon Image · majiayu000 bundleDesign a charming, hand-drawn cartoon illustration of an office scene that incorporates Chinese cultural elements and symbolism.
- ▌ Slack Gif Creator Jp · majiayu000 bundleSimplified Japanese Slack GIF creator skill covering animation GIF creation with Japanese text, traditional reaction GIFs, and recommended specifications for Slack. Triggers on requests for SlackGIF作成, GIFアニメ, リアクションGIF, Slack用画像.
- ▌ Audio Style Guide · majiayu000 bundleUse this skill when generating audio assets (music, SFX, instruments) and you need consistent style. **Triggers:** "audio style", "how should it sound", "sound direction", "music style", "audio mood", "instrument palette", "sonic identity". **Before generating:** Check `.studio/sonic-identity.md` for project audio direction. If none exists and user wants consistency, suggest `/establish-sonic-identity`. **Load references when:** - Detailed style specs → `references/sonic-styles.md` - Mood parameter mappings → `references/mood-parameters.md` - Instrument database → `references/instrument-palettes.md` - Processing/effects chains → `references/processing-signatures.md`
- ▌ Tiktok Script Writer · majiayu000 bundleWrite short-form video scripts for TikTok, Instagram Reels, and YouTube Shorts that promote affiliate products with strong hooks, demos, and CTAs. Use this skill when the user asks about TikTok scripts, Reels scripts, Shorts scripts, short-form video for affiliate marketing, or says "write a TikTok for X", "script a Reel promoting X", "YouTube Shorts script affiliate", "60-second video script", "hook for TikTok affiliate", "write a video promoting X", "TikTok script that converts", "short video script for product review", "viral TikTok affiliate script", "how to promote X on TikTok".
- ▌ Tiktok Video Scripts · majiayu000 bundleWrite TikTok affiliate video scripts using HOOK→PROBLEM→SOLUTION→DEMO→CTA formula. 5 formats (Unboxing, Review, Before/After, Tutorial, Storyline) with production notes, text overlays, hashtags, trending sounds. Vietnamese market focus. Use when creating scripts, improving hooks, choosing hashtags, or planning video content for TikTok Shop products.
- ▌ Time Ripple Analyzer · majiayu000 bundleThis prompt instructs the AI to act as a time travel consultant who evaluates a user-defined historical era and a specific past alteration affecting a key figure or invention, then outlines multiple plausible ripple effects across history, technology, society, and the traveler’s origin timeline. The result is a structured, accessible analysis that connects causal chains, paradoxes, and ethical considerations using both scientific reasoning and speculative imagination, concluding with open-ended questions to encourage further exploration of alternate timelines.
- ▌ Tracker Music Fundamentals · majiayu000 bundleUse this skill when generating tracker music to understand WHY to use specific techniques. This is the philosophy layer that separates amateur from polished output. **Pipeline position: COMPOSITION (3 of 3)** - For music theory (modes, progressions): use `sound-design:music-composition` - For instrument synthesis: use `zx-procgen:procedural-instruments` **Trigger phrases:** "why use vibrato", "when to use effects", "make it sound professional", "tracker polish", "humanize the music", "sound less mechanical" **Load references when:** - Effect combinations/mood mapping → `references/effect-philosophy.md` - Sample budget/reuse strategies → `references/sample-economy.md` - Channel layout patterns → `references/channel-allocation.md` - Quality checklist → `references/quality-checklist.md` For format-specific implementation, use `xm-format` or `it-format` skills.
- ▌ World Building Logic · majiayu000 bundleUse when building fictional worlds, designing magic systems, or ensuring internal consistency.
- ▌ 1password Direnv Secrets · majiayu000 bundleConfigures 1Password CLI with direnv for fast secret loading using op-run pattern. Activates for: 1Password + direnv setup, slow secrets (>2 sec), environment variables from 1Password, .env.op files,
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- ▌ Configuring Acquisition System · majiayu000 bundleGuides users through configuring data acquisition systems on local machines using MCP tools for hardware discovery and direct YAML file editing for system parameters. Covers working directory setup, hardware discovery, system configuration, and credential management. Use when setting up a new acquisition PC, reconfiguring hardware, or troubleshooting system configuration issues.
- ▌ Admin Infra Digitalocean · majiayu000 bundleDeploys infrastructure on DigitalOcean with Droplets (VMs), Firewalls, and VPCs. Includes Kasm Workspaces auto-scaling integration for dynamic agent provisioning. Use when: setting up DigitalOcean infrastructure, deploying Droplets, configuring firewalls, integrating with Kasm auto-scaling, looking for US/global cloud with good API. Keywords: digitalocean, doctl, droplet, VPS, firewall, VPC, kasm autoscale, cloud infrastructure
- ▌ AI Friendly Architecture · majiayu000 bundleDesign AI-friendly architecture with explicit patterns, layered documentation, and semantic boundaries. Use when: structuring projects for AI collaboration, optimizing codebase for AI analysis, setting up AI context. Keywords: architecture, AI-friendly, context, modules, documentation layers, .ai-context.yaml, 架構, AI 友善, 上下文.
- ▌ AI Instruction Standards · majiayu000 bundleCreate and maintain AI instruction files (CLAUDE.md, .cursorrules, etc.) with proper structure. Use when: creating AI instruction files, separating universal vs project-specific rules, configuring AI tools. Keywords: CLAUDE.md, cursorrules, windsurfrules, clinerules, AI instructions, system prompt, 指令檔案, AI 設定.
- ▌ AI Procedure Maintenance · majiayu000 bundleEnsure the AI coding procedure ecosystem stays current and consistent when new elements are introduced. This skill provides a checklist-driven approach to propagating updates across all affected files.
- ▌ Aico Pm Story Acceptance · majiayu000 bundleVerify and close stories after frontend/backend tasks are completed. Check ALL related task files, update story acceptance criteria checkboxes. UNIQUE VALUE: Ensures BOTH frontend AND backend tasks are verified before closing story. Prevents premature story closure. Use this skill when: - Frontend or backend notifies "task completed, please verify" - User asks to "verify story", "accept story", "close story", "mark story done" - Need to check if a story can be marked as complete - User asks "is story X done?", "can we close story X?" CRITICAL: Must check BOTH frontend tasks (docs/reference/frontend/tasks/) AND backend tasks (docs/reference/backend/tasks/) before closing. Output: Update story file checkboxes from `- [ ]` to `- [x]`
- ▌ Analytics Interpretation · majiayu000 bundleInterpret GA4, GSC, and SE Ranking data for content optimization. Provides benchmarks, status indicators, and actionable insights.
- ▌ Atlas14 Spatial Variance · majiayu000 bundleAnalyze spatial variability of NOAA Atlas 14 precipitation frequency estimates within HEC-RAS model domains using intelligent extent-based downloading. Helps determine whether uniform rainfall assumptions are appropriate for rain-on-grid modeling by calculating min/max/mean/range statistics within 2D flow areas or project extents. Uses NOAA CONUS NetCDF with HTTP byte-range requests for 99.9% data reduction compared to traditional state-level ZIP downloads. Primary sources: - ras_commander/precip/CLAUDE.md (lines 118-629) - Complete workflows - ras_commander/precip/Atlas14Grid.py - API reference - ras_commander/precip/Atlas14Variance.py - Variance analysis API - examples/725_atlas14_spatial_variance.ipynb - Working demonstration
- ▌ Audio Editing Automation · majiayu000 bundleFFmpeg audio processing, batch editing, normalization, mixing, and automated audio production workflows. Use when processing audio at scale, automating editing tasks, or building audio pipelines.
- ▌ Audio Fingerprint Expert · majiayu000 bundleYou are the audio fingerprinting and pattern detection specialist for Modcaster's content analysis.
- ▌ Audit Validation Wrapper · majiayu000 bundleValidation wrapper that tests TDMS and Documentation Standards integration during comprehensive audit
- ▌ Auditing Wallet Security · majiayu000 bundleAudit wallet security by analyzing token approvals, permissions, and transaction patterns. Use when checking wallet security, reviewing approvals, or assessing risk exposure. Trigger with phrases like "audit wallet", "check approvals", "security scan", or "revoke tokens".
- ▌ Aurora Context Generator · majiayu000 bundleGenerates CONTEXT.md documentation for bounded contexts by exploring existing code and YAML definitions. Trigger: When user asks to document a bounded context, generate CONTEXT.md, or analyze a domain.
- ▌ Aurora Project Structure · majiayu000 bundleProvides structured information about the Aurora/NestJS project folder hierarchy, explaining the purpose and responsibility of each directory and key files. Trigger: When user asks about project structure, folder organization, "where is X", or navigating the codebase.
- ▌ Authoring Global Scripts · majiayu000 bundleAuthors and manages global package scripts using the _: prefix convention. Scripts defined in root package.json are propagated to all packages with the prefix stripped.
- ▌ Autonomous Orchestration · majiayu000 bundleUse when user requests autonomous operation across multiple issues. Orchestrates parallel workers, monitors progress, handles SLEEP/WAKE cycles, and works until scope is complete without user intervention.
- ▌ Autonomous UI Inspection · majiayu000 bundleAutonomous UI inspection using a dual channel: (1) visual screenshots via Playwright MCP tools, (2) numeric layout metrics via Puppeteer scripts. Includes server --check standardization so agents can
- ▌ Avoiding False Positives · majiayu000 bundleUse this skill when validating ANY potential code review finding. Apply BEFORE classifying to verify the finding is real; can you trace incorrect behavior, is it handled elsewhere, and are you certain about framework semantics? If any answer is no, DO NOT create the finding.
- ▌ AWS Sdk Java V2 Dynamodb · majiayu000 bundleAmazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working with indexes, batch operations, transactions, or integrating with Spring Boot applications.
- ▌ Axiom Camera Capture Ref · majiayu000 bundleReference — AVCaptureSession, AVCapturePhotoSettings, AVCapturePhotoOutput, RotationCoordinator, photoQualityPrioritization, deferred processing, AVCaptureMovieFileOutput, session presets, capture device APIs
- ▌ Axiom Core Spotlight Ref · majiayu000 bundleUse when indexing app content for Spotlight search, using NSUserActivity for prediction/handoff, or choosing between CSSearchableItem and IndexedEntity - covers Core Spotlight framework and NSUserActivity integration for iOS 9+
- ▌ Axiom Swiftui Layout Ref · majiayu000 bundleReference — Complete SwiftUI adaptive layout API guide covering ViewThatFits, AnyLayout, Layout protocol, onGeometryChange, GeometryReader, size classes, and iOS 26 window APIs
- ▌ Azure AI Search Workshop · majiayu000 bundle組織内に貯まっている大量な構造化・非構造化データから、新たな価値を見出すためのフルマネージド全文検索サービスである Azure AI Search では、新機能のデバッグセッション(Preview)を使うと簡単にカスタムスキルを作成・編集することができます。
- ▌ Back End Structure Skill · majiayu000 bundleCRITICAL: NestJS backend follows strict patterns: kebab-case file names, module/service/controller separation, A2A protocol compliance, transport types usage.
- ▌ Backend Design Optimizer · majiayu000 bundleFind the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture for...", or "scale this service".
- ▌ Backend Instance Creator · majiayu000 bundleCreates a permanent backend instance for Claude Imagine. Use this skill when the user wants to set up a new persistent backend server.
- ▌ Backend Models Standards · majiayu000 bundleDefine database models with clear naming, appropriate data types, constraints, relationships, and validation at multiple layers. Use this skill when creating or modifying database model files, ORM classes, schema definitions, or data model relationships. Apply when working with model files (e.g., models.py, models/, ActiveRecord classes, Prisma schema, Sequelize models), defining table structures, setting up foreign keys and relationships, configuring cascade behaviors, implementing model validations, adding timestamps, or working with database constraints (NOT NULL, UNIQUE, foreign keys). Use for any task involving data integrity enforcement, relationship definitions, or model-level data validation.
- ▌ Background Build Monitor · majiayu000 bundleUse this skill when applying home-manager or darwin configurations that require long-running builds. Automatically runs builds in background, monitors progress with appropriate polling intervals, and reports status updates without overwhelming the user. Triggered by "apply changes", "rebuild", "make home", or "switch configuration".
- ▌ Background Jobs Designer · majiayu000 bundleDesigns background job processing systems with queue integration (BullMQ/Celery), job definitions, retry policies, exponential backoff, idempotent execution, and monitoring hooks. Use when implementing "background jobs", "task queues", "async processing", or "job workers".
- ▌ Backlog Refinement Guide · majiayu000 bundleЭксперт backlog refinement. Используй для grooming sessions, story estimation и prioritization.
- ▌ Bel Move Mail To Archive · majiayu000 bundleThis skill should be used when moving a single email message to the Archive folder in Microsoft 365 Mail. It provides a clean interface to move one specific email using its messageId without polluting the context window. Use this skill when processing bulk archive operations, moving spam emails, or any workflow requiring reliable one-email-at-a-time moves to Archive.
- ▌ Bible Study Tool Creator · majiayu000 bundleInteractive skill for creating new bible study tools that generate AI-readable commentary data. Guides users through defining practical tasks, setting up proper file structure, and establishing self-learning loops for data generation.
- ▌ Binary Analysis Patterns · majiayu000 bundleMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
- ▌ Binding Characterization · majiayu000 bundleGuidance for SPR and BLI binding characterization experiments. Use when: (1) Planning binding kinetics experiments, (2) Troubleshooting poor/no binding signal, (3) Interpreting kinetic data artifacts, (4) Choosing between SPR vs BLI platforms.
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- ▌ Bknd Define Relationship · majiayu000 bundleUse when defining relationships between Bknd entities. Covers many-to-one, one-to-one, many-to-many, self-referencing relationships, junction tables, options like mappedBy and inversedBy, and UI vs code approaches.
- ▌ Blog Insight Synthesizer · majiayu000 bundleSynthesizes research findings into structured content outlines
- ▌ Blog Master Orchestrator · majiayu000 bundleCentral coordinator for blog writing workflow with multi-agent execution. USE WHEN user says 'write a blog post', 'create blog content', 'start blog workflow', OR user wants to orchestrate the full blog writing pipeline.
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- ▌ Book Detail Page Creator · majiayu000 bundle도서 상세 페이지 제작을 위한 마케팅 문구 생성 및 PPT 템플릿 작업. 책의 내용을 분석하여 4컷 상세 이미지용 문구를 작성하고, 제공된 PPT 템플릿에 문구와 페이지 번호를 채워 넣는다. {{문구}}, {{page_num_left}}, {{page_num_right}} placeholder를 사용하는 템플릿이 제공되거나, 도서 상세 페이지 문구 작성 요청이 있을 때 사용한다.
- ▌ Book Structure Generator · majiayu000 bundleGenerates comprehensive book structures for Docusaurus with proper hierarchy, navigation, and SEO. Creates chapter outlines, sidebar configurations, and ensures consistent structure across the book.
- ▌ Bookstrap Export Project · majiayu000 bundleExport complete project including manuscript, database, and configuration
- ▌ Box Factory Architecture · majiayu000 bundleGuidance for using Claude Code component architecture and choosing between agents, skills, commands, and hooks. Helps decide which component type fits a use case, understand delegation and isolation, debug cross-component issues, and design cohesive plugin architectures. Use when choosing component types, designing plugins with multiple components, debugging delegation failures, asking about component interaction patterns, or creating Box Factory-compliant components.
- ▌ Braiins Cache Strategist · majiayu000 bundleDesigns Redis caching strategies for Braiins API data, optimizing for data freshness vs. API rate limits and response latency.
- ▌ Brainstorming Clarifying · majiayu000 bundleThe CLARIFYING phase discusses each item one at a time to fully understand requirements
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- ▌ Brainstorming Validating · majiayu000 bundleThe VALIDATING phase runs the completeness gate to ensure design is ready for implementation
- ▌ Branch Worktree Guardian · majiayu000 bundleBranch Worktree Guardian - Git 分支和 Worktree 管理工具. Use for: (1) 新開發需求時建立隔離分支, (2) 使用 worktree 機制避免分支衝突, (3) 驗證當前工作分支正確性, (4) 預防在錯誤分支上開發
- ▌ Brand Narrative Playbook · majiayu000 bundleMessaging and storytelling template that keeps positioning consistent across audiences.
- ▌ Brand Positioning Theory · majiayu000 bundleProvides brand positioning frameworks, the 22 Immutable Laws of Marketing, ZAG methodology, Onliness Statement formula, and positioning templates. Auto-activates during positioning strategy, competitive mapping, and market positioning work. Use when discussing brand positioning, onliness statement, positioning statement, 22 laws, ZAG, Ries and Trout, Neumeier, cherchez le creneau, positioning map, ladder concept, or trueline.
- ▌ Brand Typography Systems · majiayu000 bundleProvides brand typography selection and hierarchy development frameworks including the Brand-First Typography Selection Process, Modular Scale System, Font Classification Matrix, Serif vs. Sans-Serif Decision Framework, Typeface Evaluation Criteria, Font Pairing Principles, WCAG accessibility requirements, and typography design tokens. Auto-activates during brand typography development, font selection, type hierarchy creation, and typography system work. Use when discussing brand typography, font selection, font pairing, type hierarchy, modular scale, typography accessibility, WCAG typography, or typography guidelines.
- ▌ Brand Values Development · majiayu000 bundleProvides brand values frameworks, differentiation tests, discovery questions, and behavior mapping templates. Auto-activates during values definition, core values curation, and values testing. Use when discussing brand values, core values, Lencioni's four categories, opposite test, antivalue, fire someone test, operationalizing values, Brene Brown values process, values discovery, or permission-to-play values.
- ▌ Breaking Change Detector · majiayu000 bundleDetect and warn about breaking API/schema changes before implementation. Auto-trigger when modifying API routes, database schemas, or public interfaces. Validates changes against api-strategy.md versioning rules. Suggests migration paths for breaking changes. Prevents removing endpoints, changing request/response formats, dropping database columns, modifying function signatures without deprecation.
- ▌ Brevard Site Development · majiayu000 bundleBrevard County site plan development expertise. Invoke when analyzing parcels, checking zoning, or navigating the permit process in Brevard County, Florida.
- ▌ Bridging 2d 3d Rendering · majiayu000 bundleBridging 2D canvas and 3D spatial rendering in StickerNest. Use when working with coordinate conversion, parallel DOM/WebGL architecture, widget rendering across modes, Html vs pure 3D decisions, or mode-aware components. Covers spatialCoordinates utilities, SpatialCanvas, SpatialWidgetContainer, and XR session detection.
- ▌ Browser Testing Patterns · majiayu000 bundleThis skill should be used when performing browser-based exploratory testing of web applications, including functional testing, visual inspection, accessibility checks, and performance analysis. Triggers when testing web UIs, checking for browser bugs, validating WCAG compliance, or measuring Core Web Vitals.
- ▌ Buck2 Build Troubleshoot · majiayu000 bundleDebugs Buck2 build failures systematically by analyzing error logs, checking common issues (cache, visibility, cycles), and suggesting fixes. Use when builds fail, tests won't run, or Buck2 reports errors.
- ▌ Bug Reporting Excellence · majiayu000 bundleWrite high-quality bug reports that get fixed quickly. Use when reporting bugs, training teams on bug reporting, or establishing bug report standards.
- ▌ Build Settings Validator · majiayu000 bundleXcodeプロジェクトのビルド設定を検証・修正するスキル。推奨設定との比較、問題の検出、修正提案を行う。使用シーン:(1)「ビルド設定を確認して」「プロジェクト設定をチェックして」などの設定検証リクエスト (2)「Swift 6対応の設定になっているか見て」などの特定設定の確認 (3) 新規プロジェクト作成後の設定レビュー (4)「フレームワークの設定が正しいか確認して」などのターゲット別設定確認
- ▌ Building With Google Adk · majiayu000 bundleUse when building AI agents with Google's Agent Development Kit (ADK). Triggers include creating ADK agents, Gemini-powered agents, multi-agent workflows, MCP integration with ADK, agent evaluation, workflow agents (Sequential/Parallel/Loop), Vertex AI deployment, or comparing OpenAI SDK with ADK. NOT when using other frameworks (OpenAI SDK, LangChain, CrewAI) or general LLM API calls.
- ▌ Bundle Size Optimization · majiayu000 bundleReduce JavaScript and CSS bundle sizes through code splitting, tree shaking, and optimization techniques. Improve load times and overall application performance.
- ▌ Burpsuite Project Parser · majiayu000 bundleSearches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy history or site map data, or analyzing HTTP traffic captured in a Burp project.
- ▌ Business Analyst Toolkit · majiayu000 bundleBusiness process analysis, requirements documentation, and workflow optimization for retail, supply chain, and technology organizations
- ▌ Business Profile Creator · majiayu000 bundleCreate comprehensive business context profiles through guided interview. Use when the user wants to build or update their business profile, needs help defining their offerings, positioning, or brand identity.
- ▌ Calculate Priority Score · majiayu000 bundleCalculate priority score for bugs, issues, or tasks based on severity, impact, and likelihood. Use for bug prioritization, task ordering, or risk assessment.
- ▌ Cantonese Command Parser · majiayu000 bundleParse and execute commands given in Cantonese. Use when user gives instructions or requests actions in Cantonese. Translates Cantonese commands to executable actions.
- ▌ Canvas Assignment Design · majiayu000 bundleDesign Canvas LMS assignments using evidence-based learning science principles from the Four Learning Design Pillars. Use when educators want to create pedagogically sound assignments, need help writing assignment descriptions with clear objectives, want rubric suggestions, or are creating quizzes/discussions/peer reviews. Integrates with canvas-mcp for direct Canvas creation.
- ▌ Canvas Feedback Template · majiayu000 bundleGenerate learning science-backed feedback templates for Canvas assignments. Use when educators need feedback templates for grading, want to create rubric comments, need encouraging feedback language aligned with Pillar 3 principles (targeted, encouraging, immediate), or want to set up SpeedGrader comment libraries. Works with canvas-mcp for bulk grading.
- ▌ Canvas Filmstrip Testing · majiayu000 bundleVisual regression for canvas-rendered matrix progressions. Tests filmstrip strips that show how 2D data evolves visually over time. Auto-apply when editing *Progressions.ts strip definitions or stories with filmstrip components.
- ▌ Capability Graph Builder · majiayu000 bundleBuild queryable capability graphs from manifests using Codex for relationship inference between skills, resources, and capabilities.
- ▌ Capacitor Best Practices · majiayu000 bundleBest practices for Capacitor app development including project structure, plugin usage, performance optimization, security, and deployment. Use this skill when reviewing Capacitor code, setting up new projects, or optimizing existing apps.
- ▌ Capacity Planning Helper · majiayu000 bundleEstimates infrastructure needs based on traffic forecasts, workload analysis, and performance requirements with sizing recommendations and cost trade-offs. Use for "capacity planning", "infrastructure sizing", "resource estimation", or "scalability planning".
- ▌ Card Structure Validator · majiayu000 bundle檢驗日文學習卡片的結構完整性和格式正確性。 使用時機: - 當需要檢查卡片的 YAML frontmatter 格式 - 當需要驗證卡片區塊(解釋、例句、相關連結)是否完整 - 當卡片顯示異常需要診斷 - 當批次建立完成後想抽查品質 關鍵字:檢查卡片、驗證結構、卡片格式、YAML 錯誤、卡片診斷
- ▌ Categorize Revdep Issues · majiayu000 bundleWrite revdep/issue.md to group packages by common error categories
- ▌ Cc Code Layout And Style · majiayu000 bundleReview code formatting and documentation using 74-item checklist from Code Complete. Two modes: CHECKER executes checklists with evidence tables, APPLIER guides layout decisions and commenting strategy. Use when code has inconsistent formatting, poor visual structure, unclear comments, or readability issues. Triggers on: review formatting, check layout, code style review, commenting style, make readable, multiple statements per line, endline layout, comments repeat code.
- ▌ Cc Defensive Programming · majiayu000 bundleReview error handling, input validation, and exception patterns using 24-item checklist. Use when auditing defensive code, designing barricades, choosing assertion vs error handling, or deciding correctness vs robustness strategy. Triggers on: empty catch blocks, missing input validation, assertions with side effects, wrong exception abstraction level, garbage in garbage out mentality, deadline pressure to skip validation, trusted source rationalization. Produce status table with VIOLATION/WARNING/PASS per item, or barricade/error-handling design recommendations.
- ▌ Cc Documentation Quality · majiayu000 bundleReview documentation quality across README, comments, API docs, changelog, and AI documentation (CLAUDE.md, .cursorrules, copilot-instructions). Use when checking if documentation matches code, comments are stale, new features lack docs, or reviewing PR documentation. Triggers on: review docs, stale comments, update changelog, documentation debt, README accuracy, PR documentation review, missing docs.
- ▌ Cc Integration Practices · majiayu000 bundleAudit integration strategy and daily build processes (CHECKER) or select optimal integration approach and configure CI/CD (APPLIER). Use when integrating components, planning integration order, setting up build processes, or diagnosing integration failures. Triggers on: integration hell, late-stage defects, unclear integration order, no daily build, broken builds, Big Bang integration, smoke test stale. Produce integration strategy recommendations, build process configuration, 13-item checklist assessment with severity ratings.
- ▌ Managing Marketplaces · majiayu000 bundleUse when working with Claude Code plugin marketplaces - adding, updating, creating, or understanding how marketplace versioning and caching work.
- ▌ Cfn Cerebras Coordinator · majiayu000 bundleCoordinates FAST code generation via Z.ai glm-4.6 with CodeSearch pattern learning. Use when agents need rapid test generation, bulk code creation, or repetitive boilerplate. Tracks successful prompts for continuous improvement. Ideal for high-volume, low-complexity code tasks.
- ▌ Cfn Deployment Lifecycle · majiayu000 bundleSkill deployment and promotion lifecycle management. Use when transitioning skills from APPROVED to DEPLOYED status, or promoting skills from staging to production with SLA enforcement.
- ▌ Character Designer Agent · majiayu000 bundleGenerates NanoBanana PRO image prompts for 3D cat characters. Combines base Pixar style with ticker-specific traits, sector themes, and market-driven expressions. Supports 300+ tickers with fallback logic for unlisted stocks.
- ▌ Characterization Testing · majiayu000 bundleCreate tests that describe what legacy code actually does (not what it should do) as safety net before refactoring