majiayu000
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- ▌ Review Scope · majiayu000 bundleUse before code review - determine if change is minor (review new code only) or major (review impacted code too)
- ▌ Review Skill · majiayu000 bundleThis skill should be used when the user asks to 'review skill', 'audit skill', 'check skill quality', 'review hooks', 'review plugin', or wants a comprehensive multi-agent review of a skill and its hooks/agents/helpers. Spawns skill-reviewer, skill-content-reviewer, and claude-code-guide in parallel.
- ▌ Review Story · majiayu000 bundleMulti-provider creative writing critique for stories, screenplays, and narratives. Analyzes structural, emotional, craft, and persona dimensions. Integrates with Horus's Theory of Mind for voice consistency validation.
- ▌ Reviewing Pr · majiayu000 bundleUse when reviewing pull requests with comprehensive code analysis, incremental or full review options, and constructive feedback - provides thorough code reviews with severity ratings
- ▌ Rewrite YAML · majiayu000 bundleExpert in test-first development of production-quality OpenRewrite recipes for YAML manipulation using LST structure, visitor patterns, and JsonPath matching. Automatically activates when working with OpenRewrite recipe files or Java files in `src/main/java/**/rewrite/**` directories.
- ▌ Rfp Evaluate · majiayu000 bundleEvaluate RFP opportunities using the 6-dimension scoring framework. Use when modifying evaluation criteria, adjusting keyword weights, or implementing AI-based evaluation.
- ▌ Ric Xapp Dev · majiayu000 bundleGuidance for developing OSC RIC xApps (RC/KPM/E2 subscription patterns), safe integration steps, and common pitfalls (polling vs periodic reporting).
- ▌ Risk Of Bias · majiayu000 bundleUse when assessing risk of bias or study quality. Covers RoB 2 for RCTs, Newcastle-Ottawa Scale for cohorts, ROBINS-I for non-randomized interventions, and QUADAS-2 for diagnostic studies. Invoke for quality assessment.
- ▌ Risk Profile · majiayu000 bundleThe risk-profile skill assesses implementation risks before or during development using the Probability × Impact (P×I) scoring methodology. This skill identifies potential issues early, enables risk-based test prioritization, and informs quality gate decisions. By systematically evaluating risks across 6 categories (Technical, Security, Performance, Data, Business, Operational), the skill produces a risk matrix with mitigation strategies and test priorities.
- ▌ Rl Debugging · majiayu000 bundleSystematic RL debugging - diagnose learning failures, common bugs, diagnosis trees
- ▌ Rls Patterns · majiayu000 bundleRow Level Security patterns for database operations. Use when writing Prisma/database code, creating API routes that access data, or implementing webhooks. Enforces withUserContext, withAdminContext, or withSystemContext helpers. NEVER use direct prisma calls.
- ▌ Bio Workflows Rnaseq To De · majiayu000 bundleEnd-to-end RNA-seq workflow from FASTQ files to differential expression results. Covers QC, quantification (Salmon or STAR+featureCounts), and DESeq2 analysis with visualization. Use when running RNA-seq from FASTQ to DE results.
- ▌ Rndops Agent · majiayu000 bundleR&D Ops Autonomous Agent system for vendor management, contract staffing pipelines, CV processing, interview orchestration, legal document drafting (SoW/MSA), and finance evidence compilation. Use when working with vendors, candidates, hiring pipelines, CV screening, deduplication, interview scheduling, SoW drafting, PO readiness, audit reports, or Excel exports for R&D operations.
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- ▌ Roastplus UI · majiayu000 bundleローストプラスアプリのUIデザインシステム。Tailwind CSS v4ベースの配色、コンポーネントパターン、レイアウト、アニメーションを提供。新規ページ作成、コンポーネント実装、デザイン一貫性チェックに使用。通常モードとクリスマスモードの両方に対応。
- ▌ Roi Analyzer · majiayu000 bundleUse when preparing executive reports, evaluating investments, or calculating ROI/break-even/payback period. 30-minute analysis (87.5% time saving). Includes scenario analysis.
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- ▌ Ros2 Control Skill · majiayu000 bundleHardware abstraction and controller management using ros2_control framework
- ▌ Roster Party · majiayu000 bundleParallel team composition analysis using G-1 PERSONNEL. Deploy 6 probes for comprehensive roster assessment before complex task assembly.
- ▌ Rpi Workflow · majiayu000 bundleApply a Research → Plan → Implement → Validate workflow with Copilot CLI, including context budgeting and persistent artifacts via /share.
- ▌ Rspress Page · majiayu000 bundleScaffold new RSPress documentation pages with proper structure and templates. Use when creating new docs pages, adding package documentation, writing guides, or setting up API reference pages.
- ▌ Rspress Sync · majiayu000 bundleSync site docs with API changes. Use when APIs have been updated and documentation needs to reflect the changes.
- ▌ Ruby Quality · majiayu000 bundleInterpretive guidance for Ruby code quality using RuboCop (configurable) or StandardRB (zero-config). Use when linting Ruby files, configuring Ruby tools, troubleshooting lint errors, or understanding tool selection.
- ▌ Ruby Testing · majiayu000 bundleRuby/RSpec testing guidelines and workflow following project conventions. Use when writing or improving Ruby tests.
- ▌ Rule Auditor · majiayu000 bundleValidates code against coding standards and best practices. Reports compliance violations and suggests fixes.
- ▌ Rulebook MCP · majiayu000 bundleMCP server integration for programmatic task and skill management. Use when managing tasks via MCP protocol, enabling/disabling skills programmatically, or integrating Rulebook with AI assistants through Model Context Protocol.
- ▌ Run Dev Flow · majiayu000 bundleIssue 作成から PR 作成まで自動実行する統合開発ワークフロー。「開発フロー」「dev-flow」「Issue から PR まで」「自動開発」「ワークフロー実行」「開発を自動化」「フロー実行」などで起動。計画書に基づいた自動実装を実行。
- ▌ Run Provider · majiayu000 bundleBuild and run the Nomos Terraform Remote State Provider. Use this when testing the provider, verifying functionality, or running the provider binary locally.
- ▌ Run Tutorial Walkthrough · majiayu000 bundleWalk through a training tutorial as a user would, progressively building examples exactly as instructed, running all commands, and verifying results against solutions. Use when testing tutorials end-to-end or validating that instructions are correct and complete.
- ▌ Runbooks Ops · majiayu000 bundleComprehensive guide to creating operational runbooks including incident response, deployment procedures, troubleshooting guides, and on-call playbooks
- ▌ Rust Quality · majiayu000 bundleRust code quality for crates/engine. Use when reviewing Rust code, auditing the engine, or running quality checks.
- ▌ Rust Systems · majiayu000 bundleRust systems programming patterns and style guide for building reliable systems software. This skill should be used when writing Rust code, especially for systems programming, CLI tools, or performance-critical applications. Covers project organization with Cargo workspaces, module structure, naming conventions (RFC 430), type/trait patterns (Option, builders, associated types), and error handling with thiserror/anyhow.
- ▌ Rust Testing · majiayu000 bundleRust testing patterns for CLI applications, libraries, and frameworks. This skill should be used when writing, reviewing, or refactoring Rust tests including unit tests, integration tests, mocking, async testing, and CI integration. Triggers on tasks involving Rust testing, cargo test, mockall, proptest, tokio test, or test organization.
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- ▌ Safe Destroy · majiayu000 bundle⚠️ MANDATORY - YOU MUST invoke this skill before ANY destructive operation. Safety protocol for destructive git/file operations. Lists affected files, warns about data loss, suggests safe alternatives, requires explicit double confirmation. NEVER run destructive commands without invoking this skill.
- ▌ Safe Editing · majiayu000 bundleEnsure AI agents work in an isolated Git worktree to prevent changes to the main working directory. Use when AI is about to make its first code modification in a session, or when the user requests isolated/safe editing. Triggers include starting to edit files, implementing features, or fixing bugs.
- ▌ Saga Pattern · majiayu000 bundleImplementing distributed transactions across microservices using the Saga pattern with choreography and orchestration approaches.
- ▌ Sam Cell Seg · majiayu000 bundleThis skill provides guidance for tasks involving MobileSAM or Segment Anything Model (SAM) for cell segmentation, mask refinement, and polygon extraction from images. Use when working with SAM-based image segmentation pipelines, converting masks to polygons, processing CSV-based coordinate data, or integrating deep learning segmentation models into processing scripts.
- ▌ Sandbox Test · majiayu000 bundleRun an isolated Claude Code instance for testing. Use when you need a fresh environment without global CLAUDE.md or parent project settings. Trigger for: sandbox, isolated test, fresh instance, clean environment, test without global config.
- ▌ Sanity Check · majiayu000 bundleStep back, reflect on current work, validate direction and alignment. Use when complexity is increasing, feeling uncertain, before major decisions, or something feels off.
- ▌ Sap Hana CLI · majiayu000 bundleAssists with SAP HANA Developer CLI (hana-cli) for database development and administration. Use when: installing hana-cli, connecting to SAP HANA databases, inspecting database objects (tables, views, procedures, functions), managing HDI containers, executing SQL queries, converting metadata to CDS/EDMX/OpenAPI formats, managing SAP HANA Cloud instances, working with BTP CLI integration, or troubleshooting hana-cli commands. Covers: 91 commands, 17+ output formats, HDI container management, cloud operations.
- ▌ Sapcc Review · majiayu000 bundleGold-standard SAP CC Go code review: 10 parallel domain specialists.
- ▌ Sapsii Score · majiayu000 bundleCalculate SAPS-II (Simplified Acute Physiology Score II) for ICU patients in MIMIC-IV. Use for mortality prediction, severity assessment, or international ICU benchmarking.
- ▌ Save Context · majiayu000 bundleSave important session context to MCP memory before compaction. This skill should be used when: (1) Claude detects the conversation is getting long, (2) Before starting a risky operation, (3) After completing significant work, (4) User requests context preservation. Triggers: "save context", "preserve session", "remember this", "before we lose context", "context getting long".
- ▌ Save Pattern · majiayu000 bundleStore APPLICATION patterns (architecture, procedures, conventions) in AgentDB's skills table. NOT for swarm/transient memory.
- ▌ Save Session · majiayu000 bundleSave session state to Pieces LTM. Use when context is running low, before /compact, when ending a session, or handing off to a fresh Claude instance.
- ▌ Sc Implement · majiayu000 bundleFeature implementation with intelligent persona activation, task orchestration, and MCP integration. Use when implementing features, APIs, components, services, or coordinating multi-agent development. Triggers on requests for code implementation, feature development, or complex task orchestration.
- ▌ Scala Expert · majiayu000 bundleExpert-level Scala, functional programming, Akka, and reactive systems
- ▌ Scaling Plan · majiayu000 bundleCreate scaling strategy for winning campaigns including budget increments, multi-account distribution, and day-parting schedules. Use when you have proven winners and need a structured plan to increase spend while maintaining performance.
- ▌ Scc Add Page · majiayu000 bundleAdd new pages to SCC Admin project (Next.js 14 App Router). Use when implementing new admin pages for accessibility management, quest management, challenge management, or other features. Covers route group selection, page structure, React Query integration, form handling, navigation setup, and styling with Tailwind CSS and shadcn/ui. Use for tasks like "Add new page for X", "Create admin interface for Y", or "Implement listing/detail page for Z".
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- ▌ Schema Drift Handling · majiayu000 bundleSee the main Schema Drift Detection skill for comprehensive coverage of schema drift detection and management.
- ▌ Schema Infer · majiayu000 bundleAuto-detect metadata conventions for a folder. Triggers on "infer schema", "what conventions", "learn schema", "folder conventions".
- ▌ Schemachange · majiayu000 bundleDeploying and managing Snowflake database objects using version control with schemachange. Use this skill when you need to manage database migrations for objects not handled by dbt, implement CI/CD pipelines for schema changes, or coordinate deployments across multiple environments.
- ▌ Schema Linter · majiayu000 bundleValidate and lint structured data files (YAML, JSON, TOML) for consistency, required fields, syntax errors, and schema compliance.
- ▌ Scoutqa Test · majiayu000 bundleThis skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests automated QA testing. Triggers on web application testing scenarios including smoke tests, accessibility audits, e-commerce flows, and user flow validation using ScoutQA CLI. IMPORTANT: Use this skill proactively after implementing web application features to verify they work correctly - don't wait for the user to ask for testing.
- ▌ Screenwriter · majiayu000 bundleTransform creative ideas into professional, production-ready screenplays optimized for AI video generation pipelines. Converts raw concepts into structured scene-by-scene narratives with rich visual descriptions, proper screenplay formatting, and XML-tagged output for seamless integration with image/video generation tools (imagine, arch-v). USE WHEN: Converting story ideas into screenplay format, preparing content for AI video pipelines, structuring narratives for 5-10 minute short films, generating visual-rich scene descriptions for image generation. WORKFLOW: Raw idea → Scene breakdown → Visual enhancement → Professional formatting → XML-tagged markdown output OUTPUT: Markdown document with XML-wrapped scenes, rich visual descriptions, proper screenplay elements (sluglines, action, dialogue), and metadata for pipeline processing.
- ▌ Screploading · majiayu000 bundleLoad single-cell TCR-seq or scBCR-seq data from various formats into a scRepertoire-compatible object. This process reads VDJ (variable, diversity, joining) receptor contig data from multiple single-cell sequencing platforms and prepares it for integration with scRNA-seq data.
- ▌ Scrum Master · majiayu000 bundleA production-ready Scrum Master assistant designed for SaaS startups and application engineering teams. This skill provides intelligent sprint analytics, capacity planning, backlog prioritization, and
- ▌ Sdd Template · majiayu000 bundleThis skill should be used when the user asks to "create a design document", "write technical specs", "document architecture", "generate SDD", "design the system", "API design", or when creating technical design documents from approved PRDs.
- ▌ Sdd Validate · majiayu000 bundleValidate SDD JSON specs, auto-fix common issues, generate detailed reports, and analyze dependencies.
- ▌ Sdd Workflow · majiayu000 bundleManage SDD state, handoffs, and versioning for web-playground. Use when: tracking progress, handing off between sessions/agents, propagating changes. Triggers: "sdd workflow", "sdd status", "propagate changes", "handoff"
- ▌ Sdk Patterns · majiayu000 bundleFollow these patterns when extending the OptAIC Python SDK with new domain operations. Use for adding client methods for datasets, signals, portfolios, backtests, and other resources. Covers async/sync interfaces, uploads, and long-running operations.
- ▌ Sdlc Develop · majiayu000 bundleOrchestrates 6-phase SDLC pipeline for feature development. Use when user runs /develop command, requests guided feature development, wants to create implementation plans, or mentions "develop", "feature", "implement", "plan feature", "SDLC", "spec-driven development". Supports plan persistence, resume mode, and autonomous execution.
- ▌ Sdlc Handoff · majiayu000 bundleUse for SDLC phase transitions. Ensures proper handoff between development phases with documentation.
- ▌ Sdlc Reports · majiayu000 bundleGenerate comprehensive SDLC reports including iteration status, metrics dashboards, and executive summaries. Use when relevant to the task.
- ▌ Search Guide · majiayu000 bundle搜索工具调用决策指南。明确定义 Agent 何时应调用搜索工具(如实时信息、具体事实),何时应依赖内部知识。作为参考规范,优化 Agent 的工具使用策略。
- ▌ Search Notes · majiayu000 bundleAlways use this skill at the start of a task to check whether relevant information already exists. Use when users ask to recall, search memories, or subscribe to updates. Triggers on "recall", "search memories", "list keys", "share", "subscribe to", or any persistent storage request.
- ▌ Search Party · majiayu000 bundleParallel 120-probe reconnaissance using G-2 RECON agents. Deploy 12 G-2s commanding 10 D&D-inspired probes each. Use for comprehensive codebase exploration.
- ▌ Search Skill · majiayu000 bundleImplement search functionality for finding tasks by keywords in title and description. Use when building search features.
- ▌ Second Brain · majiayu000 bundlePersonal knowledge management for Obsidian combining GTD, Zettelkasten, and PARA. Six workflows: (1) Capture - "capture this", "remember this", "save this thought", "note this down" - saves thoughts/tasks to daily inbox without categorization; (2) Process inbox - "process my inbox", "organize captures", "GTD processing" - clarifies items and routes to projects or permanent notes; (3) Daily plan - "plan my day", "what should I work on", "morning planning" - creates prioritized task list based on energy and context; (4) Daily closeout - "daily closeout", "review my day", "evening reflection" - marks progress and drafts tomorrow's plan; (5) Setup - "set up my second brain", "configure vault" - configures vault path and user goals; (6) Excalidraw - "create a diagram", "visualize this", "draw flowchart", "sketch this" - creates .excalidraw.md files with rectangles, ellipses, diamonds, arrows, lines, and text. Proactively offers to capture valuable insights during research conversations.
- ▌ Security Bun · majiayu000 bundleBun runtime security audit patterns. Load when reviewing Bun apps (bun.lockb, bunfig.toml, or bun:* imports present). Covers Bun shell injection, bun:sqlite SQL injection, Bun.serve, Bun.spawn, file operations, and Bun-specific footguns.
- ▌ Segmentation · majiayu000 bundleUse when designing filters, suppression logic, and personalization cohorts for campaigns or automations.
- ▌ Self Enhance · majiayu000 bundleFramework for improving Claude configuration (skills, agents, commands). Use when analyzing work patterns, proposing new skills, identifying knowledge gaps, reviewing Claude setup, or when user asks to improve how Claude helps them.
- ▌ Self Improve · majiayu000 bundleTransforms simple user requests into enriched descriptions with traceable findings. Use when interpreting vague user intent, preparing context for agent generation, or synthesizing actionable insights from available project context.
- ▌ Semantic Git · majiayu000 bundleManage Git commits using conventional commit format with atomic staging. Use when committing changes, staging files, or creating commit messages.
- ▌ Send Message · majiayu000 bundleSend messages via Sinch Conversation API over WhatsApp, SMS, RCS, Messenger, Viber, Instagram, Telegram, and other channels. Use when the user wants to send a message, text someone, send a WhatsApp message, send an SMS, or communicate via any messaging channel. Automatically handles contact creation and conversation management.
- ▌ SEO Analyzer · majiayu000 bundleAnalyzes HTML files for SEO issues using static analysis with cheerio. Checks meta tags, Open Graph, Twitter Cards, heading structure, and JSON-LD structured data. Use when user mentions "SEO check", "meta tags", "og tags", "structured data validation", "SEO audit", or wants to analyze HTML/JSX for SEO compliance.
- ▌ SEO Engineer · majiayu000 bundlePrincipal SEO Engineer for search-optimized web experiences. Use when implementing technical SEO, optimizing Core Web Vitals, creating structured data, building SEO-friendly architectures, or improving organic search visibility. Covers SSR/SSG strategies, meta tags, schema markup, performance optimization, and evidence-based SEO practices.
- ▌ SEO Metadata · majiayu000 bundleDynamic metadata generation per locale with canonical URLs, Open Graph tags, Twitter cards, and hreflang alternates. Use when implementing page metadata, setting up SEO for multilingual sites, or configuring social sharing previews.
- ▌ Service Mesh · majiayu000 bundleService mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect
- ▌ Session Docs · majiayu000 bundleLoad when closing beads tasks, ending significant sessions, or when planning discussions need to be captured
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- ▌ Session Init · majiayu000 bundleCreate protocol-compliant JSON session logs with verification-based enforcement. Autonomous operation with auto-incremented session numbers and objective derivation from git state. Use when starting any new session.
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- ▌ Session Logs · majiayu000 bundleSearch and analyze your own session logs (older/parent conversations) using jq.
- ▌ Session Prep · majiayu000 bundlePrepares a session by organizing scattered information. Use when user says they have information to organize, want to prepare a session, or mentions "prep".
- ▌ Setup Django · majiayu000 bundleSets up a new Django project with RAPID architecture using uv. Creates horizontal layer structure with DRF, Docker/PostgreSQL support, and environment-based configuration. Use when the user wants to initialise a Django web application.
- ▌ Setup Errors · majiayu000 bundleConfigure error handling infrastructure with custom error types and global handler. Use when adding error handling to a project. Triggers on "setup errors", "add errors", "error handling", "error infrastructure".
- ▌ Setup Events · majiayu000 bundleConfigure event-driven architecture with event emitter and base service. Use when adding real-time updates or event system. Triggers on "setup events", "add events", "event system", "SSE", "real-time".
- ▌ Setup Github · majiayu000 bundleGitHub 設定ファイルをセットアップする。「GitHub 設定をセットアップ」「.github を作って」「Issue テンプレート作成」「PR テンプレート作成」「GitHub 設定を初期化」「リポジトリ設定をセットアップ」「ラベル設定を作成」などで起動。.github ディレクトリに必要な設定ファイルを一括生成。
- ▌ Setup Memory · majiayu000 bundleConfigure Nexus memory with your role, goals, and preferences. Load when user wants to personalize the system or teach Nexus about themselves. Keywords: setup memory, personalize, configure, my goals, my role, about me, preferences. 8 min.
- ▌ Setup Nx MCP · majiayu000 bundleSetup Nx MCP server for current Nx workspace. Use when user wants to add nx-mcp to their Nx monorepo project.
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- ▌ Setup Tester · majiayu000 bundleTest and validate the dotfiles setup process for this repository. Use when the user wants to test the setup script, validate the installation, verify symlinks, troubleshoot setup issues, or check that dotfiles are properly configured. Triggers include "test setup", "validate installation", "check dotfiles", "verify setup", or troubleshooting requests.
- ▌ Setup Vercel · majiayu000 bundleVercel CLIのインストール・認証・設定を行う。「Vercel設定」「vercel設定」「Vercelセットアップ」を依頼されたときに使用する。
- ▌ Setup Vitest · majiayu000 bundleConfigure Vitest for unit and integration testing. Use when setting up a test framework, when no test runner is detected, or when the user asks to configure testing.
- ▌ Setup Wizard · majiayu000 bundleGuided onboarding for new users. Collects reference documents, builds CANDIDATE-PROFILE.md from them, configures agents. Use for: "set up", "initialize", "get started", "configure my profile".
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- ▌ Shader Noise · majiayu000 bundleProcedural noise functions in GLSL—Perlin, simplex, Worley/cellular, value noise, FBM (Fractal Brownian Motion), turbulence, and domain warping. Use when creating organic textures, terrain, clouds, water, fire, or any natural-looking procedural patterns.