majiayu000
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- ▌ Mechinterp Overview · majiayu000 bundleQuick "first look" overview of SAE features - top tokens, activation stats, weapons, families, sample contexts
- ▌ Mechinterp Patterns · majiayu000 bundleReference catalog of recurring SAE feature patterns - check when labeling new features, add new patterns as discovered
- ▌ Medieval Scholastic · majiayu000 bundleMaster Medieval Scholastic philosophy and methods. Use for: Aquinas, Augustine, Islamic philosophy, Jewish philosophy, natural theology, faith and reason. Triggers: 'Aquinas', 'Thomas Aquinas', 'Scholastic', 'quaestio', 'faith and reason', 'natural law', 'natural theology', 'five ways', 'essence existence', 'Augustine', 'Averroes', 'Avicenna', 'Maimonides', 'Anselm', 'ontological argument', 'cosmological argument', 'divine simplicity', 'analogy', 'substance accidents'.
- ▌ Meeting Facilitator · majiayu000 bundlePlan and structure effective meetings with agendas and follow-ups
- ▌ Meeting Synthesizer · majiayu000 bundleProcesses meeting notes or transcripts to extract structured information. Use after meetings to quickly generate action items, capture decisions, and create follow-up tasks. Extracts: action items with owners, decisions made, key discussion points, follow-up tasks with priorities.
- ▌ Memory Coordination · majiayu000 bundleCoordinates Serena MCP knowledge graph operations for Shannon Framework. Enforces standardized entity naming (shannon/* namespace), relation creation patterns, search protocols, and observation management. Prevents orphaned entities, naming chaos, and broken context lineage. Use when: storing specs/waves/goals/checkpoints, querying Shannon history, managing knowledge graph structure, ensuring cross-wave context preservation.
- ▌ Memory Optimization · majiayu000 bundleProfile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve efficiency for better performance and reliability.
- ▌ Bio Epitranscriptomics Merip Preprocessing · majiayu000 bundleAlign and QC MeRIP-seq IP and input samples for m6A analysis. Use when preparing MeRIP-seq data for peak calling or differential methylation analysis.
- ▌ Mermaid Diagramming · majiayu000 bundleCreates Mermaid v11+ diagrams with ELK layout and YAML frontmatter. Covers 22 diagram types: flowchart, mindmap, block, sequence, journey, state, ER, class, requirement, pie, quadrant, sankey, xy, radar, gantt, treemap, C4, architecture, packet, timeline, gitgraph, kanban. Use when visualizing: logic flow, interactions, state machines, data models, charts, system architecture, or any diagram requiring theming, classDef styling, or accessibility.
- ▌ Messaging Frameworks · majiayu000 bundleUse when building message houses, key statements, and proof structures for announcements or crises.
- ▌ Meta Skill Gaps Dev · majiayu000 bundleIdentify skill coverage gaps and improvement opportunities. Use when analyzing missing skills for a task, creating skill gap issues, evaluating skill effectiveness, or refining skill progressive disclosure.
- ▌ Meta Tags Optimizer · majiayu000 bundleCreates and optimizes meta tags including title tags, meta descriptions, Open Graph tags, and Twitter cards for maximum click-through rates and social sharing engagement.
- ▌ Metacognitive Guard · majiayu000 bundleMonitors Claude's responses for struggle signals and suggests escalation to deep-thinking agents when complexity exceeds comfortable reasoning capacity.
- ▌ Metal Shader Expert · majiayu000 bundle20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects. Expert in MSL shaders, PBR rendering, tile-based deferred rendering (TBDR), and GPU debugging. Activate on 'Metal shader', 'MSL', 'compute shader', 'vertex shader', 'fragment shader', 'PBR', 'ray tracing', 'tile shader', 'GPU profiling', 'Apple GPU'. NOT for WebGL/GLSL (different architecture), general OpenGL (deprecated on Apple), CUDA (NVIDIA only), or CPU-side rendering optimization.
- ▌ Metanova Nova Miner · majiayu000 bundleThis skill should be used when setting up, optimizing, or managing MetaNova NOVA miners on Bittensor Subnet 68 (SN68). Use it for miner configuration, molecular search strategy development, PSICHIC scoring optimization, GitHub submission management, entropy maximization strategies, or achieving top miner rankings in the decentralized drug discovery network.
- ▌ Methodology Curator · majiayu000 bundleSurfaces expert frameworks and proven methodologies before creating OR evaluating skills, hooks, agents, or commands. Helps select approaches from domain masters. Triggers: methodology, framework, expert approach, best practices, masters, proven method, domain expertise, how should I approach, what's the best way, evaluate skill, review methodology, is this grounded, optimization check. Use when starting creation workflows, evaluating methodology gaps, or seeking domain expertise. Do not use if you already have a specific methodology or are fixing syntax/structural issues.
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- ▌ Micro Task Workflow · majiayu000 bundleMicro-task development patterns with 50% context budget. Use for task decomposition, context management, escape hatch protocols, and orchestration patterns.
- ▌ Middleware Patterns · majiayu000 bundleNext.js middleware runs before every request. StepLeague uses it for auth protection and redirects.
- ▌ Migrate Page Gitlab · majiayu000 bundleMigrate Angular page from GitLab source following DDD architecture. Use when migrating pages from GitLab repository (Angular 16) to Angular 20 with domain-driven design patterns.
- ▌ Migration Assistant · majiayu000 bundleช่วย migrate ระหว่าง frameworks, libraries, และ versions อย่างปลอดภัย พร้อม automated refactoring
- ▌ Mindwork Transcribe · majiayu000 bundleTranscribe therapy session recordings to formatted text. Converts audio to clean, speaker-labeled transcripts (Me/Therapist format) with grammar correction and English translation. Use when processing therapy recordings, session audio, or any two-person conversation recording.
- ▌ Mini Apps Debugging · majiayu000 bundleDebug and troubleshoot Mini-Apps when they fail to load, build, or run. Covers build checks, browser console inspection, bridge issues, and asset routing fixes.
- ▌ Mip Modeling Expert · majiayu000 bundleUse when formulating mixed integer programming (MIP) models, handling discontinuous variables, modeling logical constraints (either-or, conditional), or linearizing nonlinear terms
- ▌ Mithril Cache Agent · majiayu000 bundleBuild mithril-cache for torch.compile caching. Use when implementing content-addressable storage, cache keys, eviction, or framework hooks.
- ▌ Mithril Dedup Agent · majiayu000 bundleBuild mithril-dedup for ML dataset deduplication. Use when implementing MinHash, LSH, clustering, or document I/O.
- ▌ Mixmi Upload System · majiayu000 bundleComplete documentation of the mixmi content upload system including Quick and Advanced modes, metadata requirements, attribution configuration, and file handling
- ▌ Mmd Device Hx Stomp · majiayu000 bundleGuide for using the Line 6 HX Stomp device library in MMD files. Use when the user mentions HX Stomp, HX Stomp guitar processor, or needs help with HX Stomp's 3-snapshot limitation, USB MIDI setup, All Bypass control, Mode switching, or workarounds for limited snapshots.
- ▌ Mmd Device Powercab · majiayu000 bundleGuide for using the Line 6 PowerCab Plus device library in MMD files. Use when the user mentions PowerCab, PowerCab Plus, Line 6 PowerCab, FRFR speaker, or needs help with speaker modeling, microphone simulation, IR loading, mode switching, or HF driver control for the PowerCab.
- ▌ Mnemonic Researcher · majiayu000 bundleCRITICAL AUTOMATION: Automatically researches PROVEN medical mnemonics during study guide creation. ACTIVATES when creating study guides and mnemonics are mentioned. Launches the medical-mnemonic-researcher agent to find established USMLE mnemonics from medical education sources. NEVER invents mnemonics - only finds ones that already exist and are validated by medical students.
- ▌ Moai Baas Auth0 Ext · majiayu000 bundleEnterprise Auth0 Identity Platform with AI-powered authentication architecture, Context7 integration, and intelligent identity orchestration for scalable enterprise SSO and compliance
- ▌ Moai Cc MCP Builder · majiayu000 bundleAI-powered enterprise MCP (Model Context Protocol) server development orchestrator with Context7 integration, intelligent code generation, automated architecture design, and enterprise-grade server deployment patterns for advanced LLM service integration
- ▌ Moai Cc MCP Plugins · majiayu000 bundleAI-powered enterprise MCP (Model Context Protocol) server orchestrator with intelligent plugin management, predictive optimization, ML-based performance analysis, and Context7-enhanced integration patterns. Use when creating smart MCP systems, implementing AI-driven plugin discovery, optimizing MCP performance with machine learning, or building enterprise-grade server architecture with automated compliance and governance.
- ▌ Moai Core Practices · majiayu000 bundleEnterprise practical workflows, context engineering strategies, JIT (Just-In-Time) retrieval optimization, real-world execution examples, debugging patterns, and moai-adk workflow mastery; activates for workflow pattern learning, context optimization, debugging issue resolution, feature implementation end-to-end, and team knowledge transfer
- ▌ Moai Design Systems · majiayu000 bundleDesign system patterns with DTCG tokens, WCAG 2.2, and Figma integration
- ▌ Moai Domain Backend · majiayu000 bundleBackend development specialist covering API design, database integration, microservices architecture, and modern backend patterns
- ▌ Moai Domain Testing · majiayu000 bundleEnterprise testing framework with pytest 8.4.x, Vitest 4.x, Playwright 1.48.x, Testing Library 15.x, httpx 0.28.x, k6 load testing, and accessibility testing
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- ▌ Moai Internal Comms · majiayu000 bundleAI-powered enterprise internal communications orchestrator with Context7 integration, intelligent content generation, automated workflow optimization, multi-format support (reports, newsletters, FAQs), and enterprise-grade communication intelligence
- ▌ Moai Library Nextra · majiayu000 bundleEnterprise Nextra documentation framework with Next.js. Use when building documentation sites, knowledge bases, or API reference documentation.
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- ▌ Moai Platform Clerk · majiayu000 bundleClerk modern authentication specialist covering WebAuthn, passkeys, passwordless, and beautiful UI components. Use when implementing modern auth with great UX.
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- ▌ Mobile App Thinking · majiayu000 bundle提供移动应用全链路架构思考框架,涵盖技术选型、离线同步、平台适配、性能优化、发布流程五大维度。当需要设计移动 APP、评审客户端架构、或需要全局视角审视原生/跨平台方案时使用。支持 Native/React Native/Flutter、推送通知、数据同步、iOS/Android 双平台等移动端特有场景决策。
- ▌ Mobile First Design · majiayu000 bundleDesigns responsive interfaces starting from mobile screens with progressive enhancement for larger devices. Use when building responsive websites, optimizing for mobile users, or implementing adaptive layouts.
- ▌ Mobile UI Standards · majiayu000 bundleEnforce mobile-first design with compact elements, smaller fonts, and responsive layouts optimized for mobile screens. Use when working on UI, mobile views, responsive design, or when user mentions mobile, UI, layout, or design.
- ▌ Mock Spec Extractor · majiayu000 bundleExtracts design specifications from mock images including colors, typography, spacing, and component details
- ▌ Modal Drawer System · majiayu000 bundleImplements accessible modals and drawers with focus trap, ESC to close, scroll lock, portal rendering, and ARIA attributes. Includes sample implementations for common use cases like edit forms, confirmations, and detail views. Use when building "modals", "dialogs", "drawers", "sidebars", or "overlays".
- ▌ Model Bias And Fairness · majiayu000 bundleIdentifying, measuring, and mitigating algorithmic bias to ensure equitable outcomes in AI systems.
- ▌ Model Configuration · majiayu000 bundleAI model configuration patterns for this project. Single source of truth for model definitions. Triggers on "MODEL_CONFIG", "model", "pricing", "capabilities", "auto router", "gateway".
- ▌ Use Modern Browser Apis · majiayu000 bundleUtilize built-in browser APIs (like Popover API, View Transitions etc) instead of building features manually via JavaScript
- ▌ Modern Python Stack · majiayu000 bundleAstral社製ツール(uv, Ruff, ty)でPython開発環境を構築。プロジェクト作成、依存関係管理、コード品質改善、CI/CD設定時に使用。
- ▌ Modularity Patterns · majiayu000 bundleRecommends modularity, composition, and decoupling patterns for design challenges. Use when designing plugin architectures, reducing coupling, improving testability, or separating cross-cutting concerns.
- ▌ Mongodb Atlas Setup · majiayu000 bundleMaster MongoDB Atlas cloud setup, cluster configuration, security, networking, backups, and monitoring. Get production-ready cloud database in minutes. Use when setting up cloud MongoDB, configuring clusters, or managing Atlas.
- ▌ Monitoring Alerting · majiayu000 bundleAutomatically applies when implementing monitoring and alerting. Ensures proper metric instrumentation, alerts, SLO/SLI definition, dashboards, and observability patterns.
- ▌ Monte Carlo Prevent · majiayu000 bundleAutomatically activates when a dbt model, SQL file, or table is referenced. Surfaces Monte Carlo context — table health, active alerts, lineage, blast radius — before any code is written, and uses those findings to shape code recommendations. Generates and optionally deploys monitors for new transformation logic. After a change is made, generates targeted SQL validation queries to verify the change behaved as intended. Do not wait to be asked: run the appropriate workflow as soon as a relevant file or table is referenced.
- ▌ Moonbit Refactoring · majiayu000 bundleRefactor MoonBit codebases by minimizing public APIs, modularizing packages, converting free functions to methods/chaining, using ArrayView/StringView pattern matching, adding Dafny-style loop specs,
- ▌ Motherduck Ducklake · majiayu000 bundleDecide when DuckLake is the right MotherDuck storage pattern. Use when evaluating fully managed DuckLake, BYOB, own-compute DuckLake access, data inlining, object-storage layout, or file-aware maintenance instead of native MotherDuck storage.
- ▌ Multi Service Debug · majiayu000 bundle多服务调试技能:针对 Vercel + GCP Cloud Run 混合架构的调试工作流。 Use when: 跨服务问题排查、日志聚合分析、服务间通信调试、生产环境故障定位。 Triggers: "调试", "debug", "日志", "logs", "错误", "error", "服务", "service", "通信", "超时", "timeout"
- ▌ Multi Tool Pipeline · majiayu000 bundleAdvanced MCP skill demonstrating multi-tool orchestration with git repository analysis
- ▌ Multiversal Finance · majiayu000 bundleMultiversal Finance: Prediction Markets for Interesting Observations
- ▌ My Project Launcher · majiayu000 bundleAutomates the creation of standardized project folder structures on Canva and Notion. This skill should be used when the user requests to create, launch, or initialize a new project with phrases like "crea progetto X in Canva", "avvia progetto Y su Notion", or "setup project Z". The skill creates platform-specific folder hierarchies (Canva) or page/database structures (Notion) with proper naming conventions and always requests confirmation before executing. Note - Google Drive requires Zapier integration (not yet implemented).
- ▌ N8n API Integration · majiayu000 bundleProgrammatic n8n control - REST API, workflow management, executions, credentials, automation
- ▌ N8n Kafka Workflows · majiayu000 bundlen8n workflow automation with Kafka integration expert. Covers Kafka trigger node, producer node, event-driven workflows, error handling, retries, and no-code/low-code event processing patterns. Activates for n8n kafka, kafka trigger, kafka producer, n8n workflows, event-driven automation, no-code kafka, workflow patterns.
- ▌ N8n Preflight Agent · majiayu000 bundleValidates n8n workflow JSON files, tests APIs with real credentials, auto-fixes common issues, and learns new problems. Use when you need to CHECK, VALIDATE, FIX, TEST, PREFLIGHT, or REPAIR n8n workflow JSON files before importing them.
- ▌ Narrative Conductor · majiayu000 bundleDéfinit l'arc narratif complet et valide la cohérence narrative pour les épisodes NEW TEMPS X. Utilise ce Skill quand tu dois créer ou valider un arc narratif structuré en 7 actes, ou vérifier qu'un épisode respecte la structure narrative obligatoire et l'esprit Temps X.
- ▌ Narrative Validator · majiayu000 bundleValide la cohérence narrative complète d'un épisode NEW TEMPS X, y compris la validation des liens web. Utilise ce Skill quand tu dois vérifier qu'un épisode respecte la structure en 7 actes, valider la qualité narrative, vérifier que tous les liens sont accessibles et pertinents, rejeter les contenus de type "blog post" ou "Wikipedia", ou garantir l'esprit Temps X.
- ▌ Downloads Organizer · majiayu000 bundleAutomatically organize and clean up downloads folder by categorizing files, removing duplicates, and optimizing storage space
- ▌ Drupal Contrib Mgmt · majiayu000 bundleComprehensive guide for managing Drupal contributed modules via Composer, including updates, patches, version compatibility, and Drupal 11 upgrades. Use when updating modules or resolving dependency issues.
- ▌ Dsp Filter Designer · majiayu000 bundleDesign and test DSP filters (highpass, lowpass, bandpass, notch) for WaveCap-SDR. Use when adding filters to demodulation pipeline, debugging filter response, or tuning cutoff frequencies and rolloff characteristics.
- ▌ Dst Check Freshness · majiayu000 bundleCheck data freshness and age for DST tables in DuckDB. Use when determining if data needs refreshing or validating data currency before analysis.
- ▌ Dst Report Template · majiayu000 bundleGenerate HTML research reports with embedded data, charts, and analysis. Use when creating final research deliverables. Supports single comprehensive reports or multiple focused reports. Handles styling, structure, and output to reports/ directory.
- ▌ Dual Timezone Skill · majiayu000 bundleHandle FL/IL time conversions, Shabbat awareness, prayer time consciousness, and timezone-appropriate scheduling
- ▌ Dynamic Sufficiency · majiayu000 bundleCausal state gating via ε-machine. Coworld observer that prevents action
- ▌ E2e Test Automation · majiayu000 bundleExecute end-to-end tests for Nikita using Telegram MCP, Gmail MCP, Supabase MCP, Chrome DevTools MCP, and gcloud CLI. Use when verifying implementations, testing user journeys, validating integrations, performing regression testing, or after completing any feature implementation. MANDATORY after /implement completes.
- ▌ Earnings Prediction · majiayu000 bundlePredicts stock direction/magnitude at T=0 (report release). Uses PIT data only. Run before earnings-attribution.
- ▌ Earnings Task Setup · majiayu000 bundleSet up earnings tasks for a ticker with CSV persistence and Claude task tracking
- ▌ East Py Datascience · majiayu000 bundleData science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy), machine learning
- ▌ Ecosystem Migration · majiayu000 bundleMigrate existing repositories to use Personal GitHub Ecosystem templates and patterns. USE THIS SKILL when user says "migrate to ecosystem", "adopt templates", "convert workflow", "upgrade CI", or wants to transition existing projects.
- ▌ Ecto Query Analysis · majiayu000 bundleAnalyzes Ecto queries for N+1 problems, missing preloads, and performance issues.
- ▌ Ecto Query Patterns · majiayu000 bundleUse when querying data with Ecto.Query DSL including where clauses, joins, aggregates, preloading, and query composition. Use for building flexible database queries in Elixir applications.
- ▌ Edge Case Discovery · majiayu000 bundleUse when user requests exhaustive edge case analysis. Enforces TodoWrite with 15+ items (5 categories). Triggers: "all edge cases", "what could break", "bulletproof", "failure modes". If thinking "mai
- ▌ Effect HTTP Routing · majiayu000 bundleHTTP server, routing, JSON responses and dependencies via layers. Use when wiring endpoints and services.
- ▌ Effect Patterns Hub · majiayu000 bundleComplete catalog of 130+ Effect-TS patterns from EffectPatterns repository. Use when looking for specific implementation patterns, best practices, or real-world examples. Complements other skills with concrete, curated patterns.
- ▌ Effective Prompting · majiayu000 bundleMaster effective prompting techniques for Claude Code. Use when learning prompt patterns, improving task descriptions, optimizing Claude interactions, or troubleshooting why Claude misunderstood a request. Covers @ mentions, thinking keywords, task framing, and iterative refinement.
- ▌ Eld Ground Evaluate · majiayu000 bundlePCE (Process-Context Engine) の出力評価スキル。生成物の品質とLaw(法則)との整合性を検証する。 LDE(Law-Driven Engineering)との統合により、Law遵守チェックも実行。 トリガー条件: - コード生成後(「このコードをレビューして」) - 設計完了後(「設計をチェックして」) - PRマージ前(「マージ前の確認をして」) - 「品質チェックして」 - 「整合性を確認して」 - 「Law遵守をチェックして」
- ▌ Eld Model Term Card · majiayu000 bundleLDE(Law-Driven Engineering)のTerm Card作成スキル。 ドメインの語彙(Vocabulary)を標準フォーマットで文書化し、名辞抽象を具体化する。 使用タイミング: (1) 新しいTermを追加する時、(2) 既存Termを更新する時、 (3) Vocabulary Catalogに新規エントリを追加する時、(4) Phase Dでカード化する時
- ▌ Elevenlabs Webhooks · majiayu000 bundleReceive and verify ElevenLabs webhooks. Use when setting up ElevenLabs webhook handlers, debugging signature verification, or handling call transcription events.
- ▌ Elixir No Shortcuts · majiayu000 bundleBLOCKS shortcuts like modifying dialyzer.ignore or .credo.exs excludes. Enforces fixing actual problems. Use when encountering ANY error, warning, or quality tool complaint.
- ▌ Elixir Otp Patterns · majiayu000 bundleUse when Elixir OTP patterns including GenServer, Supervisor, Agent, and Task. Use when building concurrent, fault-tolerant Elixir applications.
- ▌ Elixir Quality Gate · majiayu000 bundleRun comprehensive Elixir quality checks (format, credo, dialyzer, tests) with proper error handling and reporting. Use when validating code quality, before commits, or preparing for deployment.
- ▌ Emacs Keybind Check · majiayu000 bundleEmacs 키바인딩을 검사하고 분석합니다. 키 충돌 확인, 특정 키에 바인딩된 명령 찾기, 명령에 할당된 키 검색에 사용합니다. "키바인딩", "키맵", "단축키", "keybind", "충돌" 등의 키워드에 활성화됩니다.
- ▌ Email Communication · majiayu000 bundleSend and read emails via Gmail (User) and Transactional Dispatcher (System).
- ▌ Email Design System · majiayu000 bundleApply sophisticated design system principles to HTML emails including typography hierarchy, color palettes, spacing systems, and layout patterns. Use when creating email templates that need cohesive, intentional design within email HTML constraints. Covers section composition, visual rhythm, and brand application.
- ▌ Email Notifications · majiayu000 bundleExpert guide for sending transactional emails, creating templates, scheduling notifications, and email best practices. Use when implementing email functionality, notifications, or campaigns.
- ▌ Embedding Generator · majiayu000 bundleGenerate and manage text embeddings for semantic search, clustering, and similarity tasks
- ▌ Emotional Narrative · majiayu000 bundleUse when animation needs to convey feeling, tell a story, or connect emotionally—character moments, dramatic beats, or any motion that should make the audience care.
- ▌ Ending An Iteration · majiayu000 bundleUse when concluding work on an open-ended goal to write iteration journal entry documenting work performed, decisions made, and state changes
- ▌ Enforce File Limits · majiayu000 bundleEnforce 500-line file size limits. Warn at 400 lines. Guide splitting large files into focused modules. Apply when writing or editing code.
- ▌ Engineering Culture · majiayu000 bundleBuild or refresh engineering culture and produce an Engineering Culture Operating System Pack (capability map, culture code, org↔architecture alignment, clock-speed/DevEx backlog, workflow contract, rollout + measurement). Use for engineering culture, DevOps capabilities, DevEx, clock speed, Conway's Law, and engineering principles. Category: Engineering.