majiayu000
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- ▌ Lang Go 2 · majiayu000 bundleGo 1.23+ development specialist covering Chi, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
- ▌ Ln 501 Code Quality Checker 2 · majiayu000 bundleWorker that checks DRY/KISS/YAGNI/architecture/guide compliance for Done implementation tasks. Reports issues; does not change statuses or create tasks.
- ▌ Ln 721 Frontend Restructure 5 · majiayu000 bundleFrontend structure worker: SCAFFOLD new React project or RESTRUCTURE existing monolith to component-based architecture
- ▌ Prs Net Deep Learning Agent 2 · majiayu000 bundleGeometric deep learning-based polygenic risk score prediction using PRS-Net for modeling gene interactions, enhanced disease prediction, and cross-ancestry portability.
- ▌ Reka UI 3 · majiayu000 bundleUse when building with Reka UI (headless Vue components) - provides component API, accessibility patterns, composition (asChild), controlled/uncontrolled state, virtualization, and styling integration. Formerly Radix Vue.
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- ▌ Tasks Feature Investigation 2 · majiayu000 bundleUse when investigating existing features, understanding logic flow, or exploring how code works.
- ▌ Tmux 17 · majiayu000 bundleRemote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
- ▌ Analyze Local 3 · majiayu000 bundleAnalyze the local Docker or development environment by collecting container status, logs, networking signals, and configuration evidence, then summarize the likely root cause.
- ▌ Query 3 · majiayu000 bundleExecute DuckDB SQL queries against MotherDuck databases. Use when running analytics, aggregations, transformations, or any SQL operation. Covers query best practices, CTEs, window functions, QUALIFY, and performance optimization.
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- ▌ Bio Vcf Statistics 2 · majiayu000 bundleGenerate variant statistics, sample concordance, and quality metrics using bcftools stats and gtcheck. Use when evaluating variant quality, comparing samples, or summarizing VCF contents.
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- ▌ Frontend Design 50 · majiayu000 bundleCreate distinctive, production-grade frontend interfaces with high design quality. Use when the user asks to build web components, pages, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
- ▌ Frontend Design 51 · majiayu000 bundleCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
- ▌ Jp UI Components 2 · majiayu000 bundlejp-uiのコンポーネント作成とStorybook Page作成のルールを守るためのスキル。Base UIラッパーの方針、render/useRenderの維持、レイアウト/余白/幅ルールを適用する。
- ▌ React Shadcn 2 · majiayu000 bundleshadcn/ui for React with TanStack Form. Use when building UI components, forms, dialogs, tables, toasts, or accessible components.
- ▌ UI UX Design 7 · majiayu000 bundleUI/UX design systems, Figma workflows, accessibility checklists, browser-based visual audit with automated screenshots, component specification patterns, and design-to-code handoff procedures. Use when designing interfaces, creating design systems, auditing accessibility, reviewing existing UI via browser screenshots, specifying components, or preparing design handoff for developers.
- ▌ Ultra Frontend 2 · majiayu000 bundleMUST use when building ANY frontend UI - components, pages, layouts, dashboards, landing pages, forms, cards, modals, or ANY styling/design work. Creates distinctive, production-grade interfaces that avoid generic AI aesthetics. If the task involves HTML, CSS, React, Vue, Svelte, or visual design, USE THIS SKILL.
- ▌ Auto Analysis 219c9431a85d 2 · majiayu000 bundleAuto-generated skill for analysis. Triggers on: analyze this brd, analyze the brd.
- ▌ Axiom Networking Migration 2 · majiayu000 bundleNetwork framework migration guides. Use when migrating from BSD sockets to NWConnection, NWConnection to NetworkConnection (iOS 26+), or URLSession StreamTask to NetworkConnection.
- ▌ Axiom Now Playing Musickit 2 · majiayu000 bundleMusicKit Now Playing integration patterns. Use when playing Apple Music content with ApplicationMusicPlayer and understanding automatic vs manual Now Playing info updates.
- ▌ Axiom Swiftui Architecture 2 · majiayu000 bundleUse when separating logic from SwiftUI views, choosing architecture patterns, refactoring view files, or asking 'where should this code go', 'how do I organize my SwiftUI app', 'MVVM vs TCA vs vanilla SwiftUI', 'how do I make SwiftUI testable' - comprehensive architecture patterns with refactoring workflows for iOS 26+
- ▌ Laravel Blade 3 · majiayu000 bundleCreate Blade templates with components, slots, layouts, and directives. Use when building views, reusable components, or templating.
- ▌ Latex Tables 2 · majiayu000 bundleCreates modern LaTeX tables with tabularray package for fixed-width columns, proper alignment, and clean syntax. Use when creating tables or working with column layouts.
- ▌ LLM Architect 3 · majiayu000 bundleExpert LLM architect specializing in large language model architecture, deployment, and optimization. Masters LLM system design, fine-tuning strategies, and production serving with focus on building scalable, efficient, and safe LLM applications.
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- ▌ Skriptoteket Frontend Specialist 3 · majiayu000 bundleSkriptoteket frontend development (FastAPI backend + full Vue/Vite SPA) using the HuleEdu-aligned stack (Vue 3.5.x + Vite + TypeScript, Pinia, Vue Router, Tailwind CSS v4 tokens/@theme, HuleEdu design tokens, pnpm). Use for working in the `frontend/` pnpm workspace, SPA hosting/history fallback, implementing SPA features (auth, routing, state, API clients), and keeping the UI/auth model compatible with future HuleEdu teacher login integration (same entry point, no separate login).
- ▌ 130 Java Testing Strategies 2 · majiayu000 bundleUse when you need to apply testing strategies for Java code — RIGHT-BICEP to guide test creation, A-TRIP for test quality characteristics, or CORRECT for verifying boundary conditions. This should trigger for requests such as Review Java code for testing strategies; Apply RIGHT-BICEP testing strategies in Java code; Apply A-TRIP testing strategies in Java code; Apply CORRECT boundary condition verification in Java code. Part of cursor-rules-java project
- ▌ Axiom Network Framework Ref 2 · majiayu000 bundleReference — Comprehensive Network.framework guide covering NetworkConnection (iOS 26+), NWConnection (iOS 12-25), TLV framing, Coder protocol, NetworkListener, NetworkBrowser, Wi-Fi Aware discovery, and migration strategies
- ▌ Axiom Ownership Conventions 2 · majiayu000 bundleUse when optimizing large value type performance, working with noncopyable types, or reducing ARC traffic. Covers borrowing, consuming, inout modifiers, consume operator, ~Copyable types.
- ▌ Axiom Swiftui Animation Ref 2 · majiayu000 bundleUse when implementing SwiftUI animations, understanding VectorArithmetic, using @Animatable macro, zoom transitions, UIKit/AppKit animation bridging, choosing between spring and timing curve animations, or debugging animation behavior - comprehensive animation reference from iOS 13 through iOS 26
- ▌ CLI Guidelines 2 · majiayu000 bundleCLI 도구 개발 시 proactively 사용하세요. argparse, Click, clap 등 CLI 라이브러리 사용, 플래그/인자 설계, 도움말 작성, 오류 메시지, 출력 포맷팅이 필요할 때 자동으로 호출됩니다. (clig.dev 기반)
- ▌ Cryoem AI Drug Design Agent 2 · majiayu000 bundleAI-powered integration of cryo-EM structural data with generative AI and molecular dynamics for structure-based drug design targeting flexible proteins and membrane complexes.
- ▌ Dev Cycle 3 · majiayu000 bundleMain orchestrator for the 6-gate development cycle system. Loads tasks/subtasks from PM team output and executes through implementation, devops, SRE, testing, review, and validation gates with state persistence and metrics collection.
- ▌ Enferno Dev 2 · majiayu000 bundleDevelopment skill for Enferno Flask framework. Use when implementing features, fixing bugs, or writing code for Enferno-based applications. This includes creating models, API endpoints, Vue.js frontend components, database operations, or any development task within the Enferno ecosystem. Triggers: creating blueprints, adding models, building APIs, Vue/Vuetify components, Celery tasks, database migrations.
- ▌ Langgraph Agents 2 · majiayu000 bundleMulti-agent systems with LangGraph - supervisor/swarm patterns, state coordination, multi-provider routing. Use when: build LangGraph agent, multi-agent workflow, supervisor pattern, agent orchestration, StateGraph, coordinate multiple agents, agentic workflow. Uses Claude, DeepSeek, Gemini (no OpenAI).
- ▌ Prd V04 Screen Flow Definition 2 · majiayu000 bundleConnect user journeys to screens, defining the UI structure and navigation paths during PRD v0.4 User Journeys. Triggers on requests to define screens, design screen flows, map UI structure, plan navigation, or when user asks "what screens do we need?", "define screens", "screen flow", "UI structure", "information architecture", "navigation design", "wireframe planning". Consumes UJ- (User Journey Mapping), FEA- (Feature Value Planning), BR- (constraints). Outputs SCR- entries for screens and DES- entries for design system elements. Feeds v0.5 Red Team Review.
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- ▌ Ln 840 Benchmark Compare 2 · majiayu000 bundleUse when benchmarking hex-line MCP against Claude built-in tools with scenario manifests, activation checks, and diff-based correctness.
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- ▌ Vibecoder Guide 2 · majiayu000 bundleVibeCoder（非技術ユーザー）を自然言語開発でガイド。Use when user asks what to do next, how to use the system, needs help, or is stuck. Do NOT load for: technical-user work, direct implementation requests, or reviews.
- ▌ Plan Creating Project Plans 3 · majiayu000 bundleComprehensive project planning standards for plans/ directory including folder structure (ideas.md, backlog/, in-progress/, done/), naming convention (YYYY-MM-DD__identifier/), file organization (README.md for small plans, multi-file for large), and Gherkin acceptance criteria. Essential for creating structured, executable project plans.
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- ▌ Plan 45 · majiayu000 bundleCreate a task breakdown with acceptance criteria, file scope, and test plan.
- ▌ Diamond Assess 4 · majiayu000 bundleUse to evaluate the current state of a diamond. Checks theory gates, confidence levels, and recommends next action.
- ▌ Canvas Health 3 · majiayu000 bundleLint canvas files for staleness, missing fields, inconsistent evidence types, and orphaned references. Run periodically or before major transitions.
- ▌ Log Evidence 4 · majiayu000 bundleRecord findings from completed offline human tasks (interviews, observations, outreach) back into the canvas. The re-entry point after /mycelium:handoff.
- ▌ Gist Plan 3 · majiayu000 bundleGIST planning workflow. Structure goals into ideas, steps, and tasks using Gilad's evidence-guided framework.
- ▌ User Needs Map 3 · majiayu000 bundleMap user needs independently of solutions using Allen's User Needs Mapping methodology. Identifies underserved needs that feed into the Opportunity Solution Tree.
- ▌ Ost Builder 3 · majiayu000 bundleUse to build or update an Opportunity Solution Tree from research data. Never from brainstorming.
- ▌ Cynefin Classify 3 · majiayu000 bundleUse when facing a new problem to classify its domain (Clear, Complicated, Complex, Chaotic, Confused) and select appropriate methods.
- ▌ Assumption Test 3 · majiayu000 bundleDesign the smallest viable test to validate or invalidate a critical assumption. Based on Torres's assumption testing framework, organized by Gilad's AFTER model (Assessment → Fact-Finding → Tests → Experiments → Release Results).
- ▌ Mocked Persona Interview 3 · majiayu000 bundleUse when real user interviews aren't possible (solo/hobby/dogfood projects) but persona work is still needed. Enforces epistemic discipline: adversarial spectrum, pre-committed stop conditions, speculation tagging. NOT a substitute for /mycelium:user-interview when real users are available.
- ▌ Retrospective 7 · majiayu000 bundleStructured retrospective after completing a delivery increment or diamond. Captures learning for continuous improvement.
- ▌ Whip Debug 2 · majiayu000 bundleSystematic debugging loop — reproduce, analyze root cause, fix, then challenge with a fresh verification pass to distinguish fundamental fixes from workarounds. Use when debugging issues or when unexpected behavior needs a methodical approach.
- ▌ CI CD Validation Merge Workflow 2 · majiayu000 bundlePre-push validation checklist (cargo fmt, clippy with zero warnings, feature flag testing, test suite), CI monitoring, merge process, and release quality gates. Use when preparing to push code, validating changes before PR, running CI checks, merging PRs, or preparing releases.
- ▌ Cloudflare Tunnel Troubleshoot 2 · majiayu000 bundleDiagnoses and fixes Cloudflare Tunnel connectivity issues including stuck tunnels, failed connections, Error 1033, and tunnel registration problems. Use when remote access not working, tunnel shows disconnected in dashboard, Error 1033 on tunnel connection, or cloudflared container restarting. Triggers on "tunnel not connecting", "tunnel down", "Error 1033", "remote access broken", "fix tunnel", or "cloudflared not working". Works with Cloudflare Tunnel (cloudflared), QUIC connection health, and tunnel registration verification.
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- ▌ Infinity Operads 2 · majiayu000 bundle∞-Operads for pairwise/tritwise Cat# interactions with lazy ACSet materialization unifying effective, realizability, and Grothendieck topoi via dendroidal Segal spaces.
- ▌ Julia Scientific 2 · majiayu000 bundleJulia package equivalents for 137 K-Dense-AI scientific skills. Maps Python bioinformatics, chemistry, ML, quantum, and data science packages to native Julia ecosystem.
- ▌ Pyopenms 3 · majiayu000 bundleComplete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. Best for proteomics, comprehensive MS data processing. For simple spectral comparison and metabolite ID use matchms.
- ▌ Explore 10 · majiayu000 bundleMeta-skill for internal codebase exploration at varying depths (quick/deep/architecture)
- ▌ Pov Expansion 2 · majiayu000 bundleUse when seeking analogous solutions from other domains, when stuck on a problem and need fresh perspectives, or when evaluating whether approaches from field X might apply to field Y. Requires structured problem statement.
- ▌ Ck Research 2 · majiayu000 bundleResearch technical solutions, analyze architectures, gather requirements thoroughly. Use for technology evaluation, best practices research, solution design, scalability/security/maintainability analysis.
- ▌ Clinpgx Database 2 · majiayu000 bundleAccess ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
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- ▌ Nonprofit Government Discount 2 · majiayu000 bundleNon-profit, educational, or government organizations inquire about special pricing.
- ▌ Ln 913 Community Debater 3 · majiayu000 bundleLaunches RFC and debate discussions on GitHub. Use when proposing changes that need community input or voting.
- ▌ Student Discount Request 2 · majiayu000 bundleStudent or academic inquirer asks about educational discounts.
- ▌ Breakthrough 2 · majiayu000 bundleCreative problem-solving techniques when stuck. Use when progress has stalled, solutions feel forced, or conventional approaches have failed. Triggers on "stuck", "blocked", "can't figure out", "hitting a wall".
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- ▌ Git Ops 4 · majiayu000 bundleUse when performing git operations or generating smart commit messages - provides safe git workflow guidance, validation checks, and conventional commit formatting.
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- ▌ Verification Before Completion 10 · majiayu000 bundleUse when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
- ▌ DOCX 14 · majiayu000 bundleComprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
- ▌ Ln 112 Project Core Creator 7 · majiayu000 bundleCreates core project docs (requirements, architecture, tech stack, patterns catalog). Use for any project regardless of type.
- ▌ PDF 14 · majiayu000 bundleComprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
- ▌ PPTX 24 · majiayu000 bundlePresentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
- ▌ Readme Writing Readme Files 3 · majiayu000 bundleREADME quality standards for engaging, accessible, scannable content including problem-solution hooks, plain language (no unexplained jargon), acronym context, paragraph limits (≤5 lines), benefits-focused language, visual hierarchy, and progressive disclosure. Essential for creating effective README files that welcome and guide users.
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- ▌ System Tuning 3 · majiayu000 bundleRestore system responsiveness via safe, ordered process cleanup and agent-swarm hygiene.
- ▌ Curate 4 · majiayu000 bundleMine transcripts, .agents, bd, and git for skill diffs, bd updates, or rare wiki entries.
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- ▌ Expert Council 2 · majiayu000 bundleAlias for /council --mode=debate — adversarial named-persona debate. Triggers: "expert council", "dueling council", "council of <names>". Kept one release.
- ▌ Jeecg Uniapp Codegen 2 · majiayu000 bundleJeecgBoot UniApp3 移动端 CRUD 代码生成器。Use when user asks to generate UniApp3/mobile/APP CRUD pages, create mobile list/form pages, or says '生成移动端代码', '生成APP页面', 'uniapp代码生成', '移动端CRUD', '生成uniapp页面', '手机端页面', '移动端模块', 'generate uniapp code', 'mobile CRUD', 'uniapp page', 'APP端代码', '生成小程序页面', '生成H5页面'. Also triggers when user mentions generating mobile pages for an existing backend module, or wants to add mobile support to JeecgBoot modules. Even if user just says '给XX模块加个移动端页面' or '做个手机端的XX功能', this skill should trigger.
- ▌ Vkc Regulation Knowledge Updater 2 · majiayu000 bundleBuild the regulation/knowledge update pipeline (official sources -> snapshots -> structured rulesets/templates -> admin approval -> active). Use for keeping visa rules and document requirements up-to-date without code hardcoding. (키워드= 규정 최신화, 공식 정보, 스냅샷, 검수/승인, 룰셋/템플릿 업데이트)
- ▌ Unknown 61 · majiayu000 bundleFlutter expert for cross-platform mobile app development with Dart, Riverpod state management, GoRouter navigation, Dio HTTP client, and widget-based architecture.
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- ▌ Analyze Prod 3 · majiayu000 bundleAnalyze a production environment by collecting cluster, database, log, and networking evidence, then producing a root-cause-oriented diagnosis and next actions.
- ▌ Deploy Staging 3 · majiayu000 bundleDeploy a change to staging by reading repository deployment context, preparing the build or manifest change, and verifying the staged environment.
- ▌ Infrastructure Monitoring Setup 2 · majiayu000 bundleConfigures automated infrastructure monitoring with mobile alerts (ntfy.sh and Home Assistant) and auto-recovery for common failures. Use when setting up monitoring, configuring mobile notifications, enabling auto-recovery, or troubleshooting alert delivery. Triggers on "setup monitoring", "configure alerts", "mobile notifications", "enable auto-recovery", "monitoring not working", or "not getting alerts". Works with infrastructure-monitor.sh script, systemd timer, ntfy.sh push notifications, and optional Home Assistant integration.
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- ▌ 164 Java Profiling Verify 2 · majiayu000 bundleUse when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creating profiling-comparison-analysis and profiling-final-results documentation. This should trigger for requests such as Verify performance fix; Verify the performance; Verify the memory; Verify the threading. Part of cursor-rules-java project
- ▌ Asm Forge 2 · majiayu000 bundleASM-guided deep performance optimization. Collects assembly, audits codegen quality, applies targeted transforms, validates with benchmarks. Uses cargo-show-asm + Criterion as ground truth.
- ▌ Feature Plan 8 · majiayu000 bundle[Skill] Create detailed implementation plans for features. Asks clarifying questions, suggests solutions, proposes architecture, and outputs a structured plan document. Use when user wants to plan a feature before coding.
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- ▌ Calculate Priority Score 2 · majiayu000 bundleCalculate priority score for bugs, issues, or tasks based on severity, impact, and likelihood. Use for bug prioritization, task ordering, or risk assessment.
- ▌ Executing Parallel Phase 2 · 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)