majiayu000

@majiayu000 source repo

75k skills
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567 repo stars
2 weeks ago last updated

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Competitive Analyst 2 · majiayu000 bundle
Expert competitive analyst specializing in competitor intelligence, strategic analysis, and market positioning. Masters competitive benchmarking, SWOT analysis, and strategic recommendations with focus on creating sustainable competitive advantages.

567 repo stars
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Generate Tests 6 · majiayu000 bundle
Create test cases for functions and modules. Use when implementing TDD or improving coverage.

567 repo stars
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Performance Monitor 4 · majiayu000 bundle
Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization. Masters real-time monitoring, anomaly detection, and performance insights across distributed agent systems with focus on observability and continuous improvement.

567 repo stars
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Social Strategy 3 · majiayu000 bundle
Load when creating social media content, adapting content for different platforms, planning social media strategy, analyzing engagement, or managing community interactions. Contains platform-specific best practices and content strategies.

567 repo stars
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Standards Tests 2 · majiayu000 bundle
Write focused tests for core user flows with clear names, behavior-focused assertions, and mocked external dependencies. Apply when creating unit tests, integration tests, or implementing TDD.

567 repo stars
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Uloop Get Menu Items 2 · majiayu000 bundle
Retrieve Unity MenuItems via uloop CLI. Use when you need to: (1) Discover available menu commands in Unity Editor, (2) Find menu paths for automation, (3) Prepare for executing menu items programmati

567 repo stars
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Architecture Paradigm Functional Core 3 · majiayu000 bundle
Functional Core, Imperative Shell: isolate deterministic logic from side effects for testability. Triggers: functional core, imperative shell, pure functions, testability Use when: business logic is entangled with I/O or tests are brittle DO NOT use when: simple scripting without complex logic.

567 repo stars
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Create Entity Viewmodel 2 · majiayu000 bundle
Create a new entity ViewModel with property ViewModels following Phoenix MVVM patterns. Use when adding new data models, creating entity wrappers, or scaffolding ViewModels for entities. Handles property VM creation, label converters, base class selection, and test generation.

567 repo stars
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Openspec Apply Change 5 · majiayu000 bundle
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

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Openspec Ff Change 5 · majiayu000 bundle
Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.

567 repo stars
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Phase 4 Execute 2 · majiayu000 bundle
Execute phase skill for plan management. DUMB TASK RUNNER that executes tasks from TASK-*.toon files sequentially for execute and finalize phases.

567 repo stars
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Review Story 3 · majiayu000 bundle
Multi-provider creative writing critique for Horus persona. Analyzes stories across four dimensions and returns structured feedback for iterative refinement.

567 repo stars
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Voice Blend 2 · majiayu000 bundle
Combine multiple voice profiles with weighted mixing to create hybrid voices. Use when relevant to the task.

567 repo stars
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App Builder 2 · majiayu000 bundle
Step-by-step guidance for app builder.

567 repo stars
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Core 10 · majiayu000 bundle
Personal AI Infrastructure core. AUTO-LOADS at session start. The authoritative reference for how the PAI system works, how to use it, and all system-level configuration. USE WHEN any session begins, user asks about the system, identity, configuration, workflows, security, or any other question about how the PAI system operates.

567 repo stars
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Implement Task 6 · majiayu000 bundle
Implementation agent that executes a single task and creates handoff on completion

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Openai Whisper API 5 · majiayu000 bundle
Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

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Numpy Structured 2 · majiayu000 bundle
Structured arrays allow ndarrays to contain data with different types in named "fields," mimicking C structs. They are used primarily for interfacing with binary data from external sources and interpr

567 repo stars
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Reasoningbank With Agentdb 2 · majiayu000 bundle
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.

567 repo stars
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Gathering Migration 2 · majiayu000 bundle
The drum sounds. Bear and Bloodhound gather for safe data movement. Use when migrating data that requires both careful movement and codebase understanding.

567 repo stars
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Plotting Fundamentals 2 · majiayu000 bundle
Master quick plotting and interactive visualization with hvPlot. Use this skill when creating basic plots (line, scatter, bar, histogram, box), visualizing pandas DataFrames with minimal code, adding interactivity and hover tools, composing multiple plots in layouts, or generating publication-quality visualizations rapidly.

567 repo stars
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Pydeseq2 2 · majiayu000 bundle
Differential gene expression analysis for bulk RNA-seq with PyDESeq2, including formulaic designs, Wald tests, FDR correction, LFC shrinkage, and result visualization.

567 repo stars
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Rigorous Testing 2 · majiayu000 bundle
嚴格測試協議。強制執行「如果沒測試，就不算完成」原則。觸發時機： - 修復 bug 時（必須新增回歸測試） - 實作新功能時（必須有對應測試） - 修改現有代碼時（確保測試仍通過） - 用戶提到「測試」、「test」、「驗證功能」

567 repo stars
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Usage Logging 2 · majiayu000 bundle
- Overview

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Design Screenshot 2 · majiayu000 bundle
[Design] Create a design based on screenshot

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Doc Req 2 · majiayu000 bundle
Create Atomic Requirements (REQ) - Layer 7 artifact using REQ v3.0 format with 12 sections, SPEC-readiness scoring, and IMPL-readiness scoring

567 repo stars
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Flutter Skill 2 · majiayu000 bundle
본 스킬은 Flutter 프레임워크로 앱을 개발하는 데 반드시 따라야 하는 UI/UX 디자인, 상태관리, 네트워킹, API 연동에 관한 가이드라인 제공합니다. 본 스킬은 선택적인 정보를 제공하는 것이 아니라 Flutter 앱 개발에 필수적인 지침을 제공하며 반드시 준수해야 할 사항들을 제공합니다. 개발자가 디자인, UI, UX, 디자인 효과, 상태관리, 라우팅, 네트워킹, API 연동에 관한 요청, 코믹디자인, Comic 관련 요청, 채팅, FCM, 푸시 알림, 메시지, 알림에 관한 요청이 있을 때 반드시 본 스킬을 사용해서 본 스킬이 제공하는 대로 작업을 수행해야 합니다. 각 스킬 문서에의 상단에는 반드시 따라야 할 Workflow 가 있습니다. 반드시 그 Workflow 를 따라야 합니다. (project)

567 repo stars
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Gpui Components 2 · majiayu000 bundle
Generates Rust code for GPUI desktop UI components following Zed editor patterns. Use when building desktop applications with gpui crate, creating themed UI components, implementing autocomplete/completions, building command palettes, or working with the gpui-component library. Covers RenderOnce components, Entity state management, theming with ActiveTheme, and Zed-style UI patterns.

567 repo stars
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UI 4 · majiayu000 bundle
UIコンポーネントとフィードバックフォームを生成。Use when user mentions components, UI, hero sections, forms, feedback, or contact requests. Do NOT load for: authentication features, backend implementation, database operations, or business logic.

567 repo stars
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Zero Day Rules 2 · majiayu000 bundle
This skill should be used when the user asks about "game rules", "scoring", "phases", "Attack token", "Exploit token", "Ghost token", "tile placement rules", "path matching", "movement rules", "winning conditions", "turn actions", "firewall breach", "path segments", "edge nodes", or discusses Zero-Day Attack game mechanics and design.

567 repo stars
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133 Java Testing Acceptance Tests 2 · majiayu000 bundle
Use when you need to implement acceptance tests from maintainer-sanitized Gherkin scenario facts for framework-agnostic Java (no Spring Boot, Quarkus, Micronaut) — finding @acceptance scenarios, happy path with RestAssured, project-local DB/Kafka test fixtures, and WireMock for external REST. This should trigger for requests such as Review Java code for acceptance tests; Apply best practices for acceptance tests in Java code. Part of cursor-rules-java project

567 repo stars
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504 Frameworks Micronaut Security 2 · majiayu000 bundle
Use when you need to design, review, or improve security in Micronaut applications — including micronaut-security authentication, @Secured and intercept-url-map rules, JWT/session strategies, SecurityService checks, CORS, CSRF awareness for browser apps, rejection handlers, and sensitive-data-safe logging. This should trigger for requests such as Add Micronaut security support; Review Micronaut security configuration; Improve API authorization in Micronaut; Add JWT security in Micronaut; Harden Micronaut route authorization rules. Part of cursor-rules-java project

567 repo stars
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Ds Delegate 3 · majiayu000 bundle
Subagent delegation for data analysis. Dispatches fresh Task agents with output-first verification.

567 repo stars
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Parallel Fanout 2 · majiayu000 bundle
Metaskill that fans out on every interaction, using interaction entropy as SplitMixTernary seed for maximum synergistic parallelism

567 repo stars
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Review Dispatch 2 · majiayu000 bundle
Parallel specialist code review — 6 focused agents (correctness, design, performance, safety, docs, complexity) diverge independently, then a single ranker merges findings into an importance-ranked report with confidence scores

567 repo stars
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Stream Chain 3 · majiayu000 bundle
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows

567 repo stars
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Concept Forge 3 · majiayu000 bundle
Score concepts on impact/delight/effort and pick a 1-day spike.

567 repo stars
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Discuss Plan 2 · majiayu000 bundle
(Optional) Discuss and refine a phase plan before execution

567 repo stars
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Synnovator 2 · majiayu000 bundle
Manage Synnovator platform data: 7 content types (event, post, resource, rule, user, group, interaction) and 9 relationship types via a file-based YAML+Markdown engine. Data stored in PROJECT_DIR/.synnovator/. Use when performing CRUD operations on platform content, managing activities/competitions, teams, posts, user interactions (likes/comments/ratings), or testing user journeys. Trigger: any request involving Synnovator platform data, user journey simulation, or content management.

567 repo stars
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Codex Plan Review 2 · majiayu000 bundle
Send implementation plan to Codex for critique and validation. Use PROACTIVELY after you produce a non-trivial plan (including after /plan mode) unless the user opts out, or when the user says review plan, codex plan review, or wants architectural feedback.

567 repo stars
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Vibe Prd 2 · majiayu000 bundle
Create a Product Requirements Document (PRD) for your MVP. Use when the user wants to define product requirements, create a PRD, or says "help me write requirements", "create PRD", or "define my product".

567 repo stars
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Ca Task 2 · majiayu000 bundle
The sanctioned task-board mutator — add a queued task, start one (flips to in-progress and stamps the date, minting a dotted ID on pick-up), or mark an in-progress task done. The only blessed write to open-tasks.md.

567 repo stars
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Getterdone 4 · majiayu000 bundle
AI agents hire human gig workers for real-world and specialized digital tasks via USD bounty with photo/text proof.

567 repo stars
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Operationalize 3 · majiayu000 bundle
Distill context (research, recon, learnings) into evidence-anchored rules routed to automation shapes. Use when a finished artifact should become skills, gates, or beads.

567 repo stars
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API Review 6 · majiayu000 bundle
Evaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before releasing a new API surface.

567 repo stars
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Code Explainer 4 · majiayu000 bundle
コードの動作を日本語で詳しく説明するスキル。以下の状況で使用: (1) ユーザーが「このコードを説明して」「何をしているか教えて」と依頼した時 (2) ユーザーが明示的に「/code-explainer」を実行した時 (3) コードの理解を求める質問をした時

567 repo stars
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Code Refactoring 6 · majiayu000 bundle
Guide for refactoring duplicate code in the Orient. Use when extracting shared logic, consolidating services, or improving code organization. Covers tool-calling extraction, database unification, and monorepo migration patterns.

567 repo stars
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Creating Changelogs 2 · majiayu000 bundle
Gitコミット履歴を分析し、ユーザーフレンドリーかつ技術的に詳細なリリースノートとチェンジログを作成します。リリースノート、CHANGELOG、変更履歴が必要なときに使用してください。

567 repo stars
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D Plan Fix 2 · majiayu000 bundle
D Plan Fix

567 repo stars
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Ecosystem Migration 2 · majiayu000 bundle
Migrate 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.

567 repo stars
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Github Activity 2 · majiayu000 bundle
GitHub activity reports

567 repo stars
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Init Harness 2 · majiayu000 bundle
Creates AI agent task management structure with feature backlog (ai/tasks/), TDD enforcement, and progress tracking. Use when setting up agent-foreman, initializing feature-driven development, creating task backlog, or enabling TDD mode. Triggers on 'init harness', 'setup feature tracking', 'create feature backlog', 'enable strict TDD', 'initialize agent-foreman'.

567 repo stars
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Jetpack 2 · majiayu000 bundle
Resolves AndroidX/Jetpack library information including version lookup, package-to-Maven-coordinate conversion, and source code downloading. Provides tools for inspecting Jetpack library implementations. Use when working with androidx libraries, resolving Maven coordinates, downloading Jetpack source code, checking library versions (alpha/beta/stable/snapshot), or inspecting AndroidX class implementations. Triggers: androidx, jetpack, maven coordinate, jetpack source, library version, snapshot, alpha, beta.

567 repo stars
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Learnings Log 2 · majiayu000 bundle
Historical record of expert tips and learnings that have been integrated into the plugin skills. Consult this when patterns emerge or to understand the evolution of knowledge.

567 repo stars
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Migrate Tool 2 · majiayu000 bundle
레거시 플러그인 패턴을 최신 패턴으로 마이그레이션하는 가이드 제공.

567 repo stars
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Nextjs 22 · majiayu000 bundle
Provides Next.js project architecture expertise and implementation patterns. Enforces BFF (Backend for Frontend) pattern, Server Components strategy, and data fetching policies. Specializes in App Router architecture, Server Actions, streaming SSR, incremental static regeneration, and route handlers. Ensures optimal performance through proper component boundaries and caching strategies. Use when: developing Next.js applications, implementing App Router patterns, creating Server Components and Client Components, designing Server Actions for mutations, implementing data fetching with fetch API, configuring BFF architecture, optimizing page performance with streaming and suspense, handling routing and navigation, implementing middleware, or setting up API route handlers.

567 repo stars
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Notebook Debug 2 · majiayu000 bundle
This skill should be used when the user asks to "debug notebook", "inspect notebook outputs", "find notebook error", "read traceback from ipynb", "why did notebook fail", or needs to understand runtime errors in executed Jupyter notebooks from any source (marimo, jupytext, papermill).

567 repo stars
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Python Micrometer Business Metrics 2 · majiayu000 bundle
Implement domain-specific KPI metrics for business operations like charges, invoices, payments. Use when instrumenting service layer operations, measuring business process outcomes, implementing SLI/SLO monitoring for KPIs, or tracking supplier/invoice/charge lifecycle events. Targets Java/Spring Boot services with structured business metrics for observability.

567 repo stars
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React Web 3 · majiayu000 bundle
React web development with hooks, React Query, Zustand

567 repo stars
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Delaying Tasks 2 · majiayu000 bundle
Schedule a delayed or interval-based action with minimal heartbeats. Use to wait before running a check (e.g., GH Actions, PR status, CI pipeline) or to poll on a bounded interval. Trigger on: "wait", "delay", "poll", "check later", "retry after", "schedule check".

567 repo stars
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Document Runbook 2 · majiayu000 bundle
Document CI/CD, deployment, and operational procedures. Use when creating runbooks, documenting deployment processes, or writing operational guides.

567 repo stars
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Moai Platform Vercel 4 · majiayu000 bundle
Vercel edge deployment specialist covering Edge Functions, Next.js optimization, preview deployments, ISR, and storage solutions. Use when deploying Next.js applications, implementing edge computing, or configuring Vercel platform features.

567 repo stars
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Proxmox 2 · majiayu000 bundle
Proxmox VE virtualization platform reference for VM/LXC management, clustering, storage, and networking. Includes Terraform and Ansible integration patterns. Use when working with Proxmox configurations, CLI commands, troubleshooting VMs/containers, or planning resource allocation. Triggers: proxmox, qemu, kvm, lxc, pve, vm, container, cluster, vzdump, qm, pct.

567 repo stars
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Write Concept 3 · majiayu000 bundle
Write or review JavaScript concept documentation pages for the 33 JavaScript Concepts project, following strict structure and quality guidelines

567 repo stars
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Bio Small Rna Seq Differential Mirna 2 · majiayu000 bundle
Perform differential expression analysis of miRNAs between conditions using DESeq2 or edgeR with small RNA-specific considerations. Use when identifying miRNAs that change between treatment groups, disease states, or developmental stages.

567 repo stars
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Bio Clinical Databases Gnomad Frequencies 2 · majiayu000 bundle
Query gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for rare disease analysis or determining if a variant is common in the general population.

567 repo stars
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Artifacts Builder 3 · majiayu000 bundle
To build powerful frontend claude.ai artifacts, follow these steps:

567 repo stars
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Bird 4 · majiayu000 bundle
Step-by-step guidance for bird.

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Rfp Ingest 2 · majiayu000 bundle
Ingest RFP opportunities from multiple data sources (SAM.gov, eMMA, RFPMart). Use when adding new data sources, modifying ingestion logic, or debugging data fetching issues.

567 repo stars
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Terra Auth 2 · majiayu000 bundle
Terra API authentication, credentials management, and environment configuration. Use when setting up Terra integration, managing API keys, generating widget sessions, or configuring testing/staging/production environments.

567 repo stars
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Content Creation 5 · majiayu000 bundle
Content creation tools, AI content generators, image generation workflows, copywriting patterns, page content optimization, blog authoring patterns, content research workflows, and SEO content sync procedures. Use when creating page content, blog posts, generating visuals with AI tools, writing conversion copy, optimizing landing pages, integrating external content services, or synchronizing content across metadata and structured data. Provides tool guides, prompt templates, content brief templates, and quality checklists.

567 repo stars
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Embed Content 2 · majiayu000 bundle
Use when you need to manage project embeddings - embed skills, agents, commands, and MCP tools for semantic discovery. Handles rate limiting, incremental updates, and status reporting. Do NOT use if you just want to search for content - use the semantic router directly instead.

567 repo stars
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Analyze Spec 3 · majiayu000 bundle
Analyze an existing spec for inconsistencies, missing information, ambiguities, and structure issues. Use when user says "analyze spec", "review spec", "spec quality check", "validate requirements", "audit spec", or "check spec quality".

567 repo stars
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Problem Solving 5 · majiayu000 bundle
[Utilities] Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), and scale uncertainty (scale game). Triggers: problem-solving, structured thinking, decision framework, simplification cascade, collision-zone thinking, meta-pattern, inversion exercise, scale game.

567 repo stars
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Pubchem Database 2 · majiayu000 bundle
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

567 repo stars
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Research Codebase 3 · majiayu000 bundle
Structured investigation of unfamiliar codebases

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Research 58 · majiayu000 bundle
General research coordination and synthesis.

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Scholar Evaluation 3 · majiayu000 bundle
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.

567 repo stars
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Sdd Explore 2 · majiayu000 bundle
Explore and investigate ideas before committing to a change. Trigger: When the orchestrator launches you to think through a feature, investigate the codebase, or clarify requirements.

567 repo stars
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Memory 18 · majiayu000 bundle
Unified four-tier memory system for AI agents. Tier 1 Semantic (Serena+Forgetful search), Tier 2 Episodic (session replay), Tier 3 Causal (decision patterns). Enables memory-first architecture per ADR-007.

567 repo stars
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Session Logs 4 · majiayu000 bundle
Search and analyze your own session logs (older/parent conversations) using jq.

567 repo stars
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Axiom Grdb 2 · majiayu000 bundle
Use when writing raw SQL queries with GRDB, complex joins, ValueObservation for reactive queries, DatabaseMigrator patterns, query profiling under performance pressure, or dropping down from SQLiteData for performance - direct SQLite access for iOS/macOS

567 repo stars
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Bright Data 2 · majiayu000 bundle
Web scraping and data extraction using Bright Data proxy network.

567 repo stars
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Dev Workflow 5 · majiayu000 bundle
Use this Skill when the user asks to:

567 repo stars
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Eptr2 Market Operations 2 · majiayu000 bundle
This skill helps you query electricity market trading data from Turkey's EPIAS Transparency Platform, covering the Day-Ahead Market (GÖP), Intraday Market (GİP), Bilateral Contracts (İA), and Balancin

567 repo stars
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Executing Plans 16 · majiayu000 bundle
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches

567 repo stars
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Gemini Peer Review 4 · majiayu000 bundle
[CLAUDE CODE ONLY] Leverage Gemini CLI for AI peer review, second opinions on architecture and design decisions, cross-validation of implementations, security analysis, alternative approaches, and hol

567 repo stars
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Interface Design Review 2 · majiayu000 bundle
Review Rust interfaces for ease of correct use and resistance to misuse, applying "make interfaces easy to use correctly and hard to use incorrectly"

567 repo stars
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Marketplace Structure 2 · majiayu000 bundle
This skill should be used when the user asks to "create a marketplace", "set up marketplace.json", "organize multiple plugins", "distribute plugins", "host plugins", "marketplace schema", "plugin marketplace structure", "multi-plugin organization", or needs guidance on plugin marketplace creation, marketplace manifest configuration, or plugin distribution strategies.

567 repo stars
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Persona Creation 2 · majiayu000 bundle
Master the art of creating effective AI agent personas for Jules. Learn how to design role-specific prompts that guide Jules to execute tasks with precision, following best practices, and maintaining project standards. Use when creating new Jules personas or improving existing ones.

567 repo stars
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Pop Assessment UX 2 · majiayu000 bundle
Evaluates PopKit user experience using concrete heuristics for command naming, error messages, and interaction patterns

567 repo stars
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Psd Brand Guidelines 2 · majiayu000 bundle
Apply Peninsula School District official brand colors, typography, and logos to artifacts

567 repo stars
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Scientific Schematics 4 · majiayu000 bundle
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

567 repo stars
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Tailwind Styling 2 · majiayu000 bundle
Tailwind CSS styling patterns, dark theme implementation, and theme management for this project. Use when styling components, implementing UI changes, or working with the design system.

567 repo stars
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Architecture Paradigm Event Driven 3 · majiayu000 bundle
- For real-time or bursty workloads (e.g., IoT, financial trading, logistics) where loose coupling and asynchronous processing are beneficial.

567 repo stars
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Avaloniaui Radialgradientbrush Fix 2 · majiayu000 bundle
Fixes RadialGradientBrush compatibility issues in AvaloniaUI due to Issue

567 repo stars
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Bug Reporter 2 · majiayu000 bundle
Capture bug context, generate reports, and optionally create GitHub issues or share patterns

567 repo stars
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Check Pr Errors 2 · majiayu000 bundle
Check logs for errors and warnings in a specific PR. Use when debugging PR issues, investigating failed code reviews, or checking for errors in a pull request.

567 repo stars
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Cloud Signup 2 · majiayu000 bundle
Create PopKit Cloud account, generate API key, and configure local connection

567 repo stars
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Code Assist 2 · majiayu000 bundle
This sop guides the implementation of code tasks using test-driven development principles, following a structured Explore, Plan, Code, Commit workflow. It balances automation with user collaboration while adhering to existing package patterns and prioritizing readability and extensibility. The agent acts as a Technical Implementation Partner and TDD Coach - providing guidance, generating test cases and implementation code that follows existing patterns, avoids over-engineering, and produces idiomatic, modern code in the target language. Supports Python, Swift/iOS, and other languages.

567 repo stars

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