Browse Skills

observability-monitoring.md

2

1 export observability-monitoring

2 from "daishiman/AIWorkflowOrchestrator"

3 現代的なSREプラクティスに基づくObservabilityと監視システム設計の専門知識。メトリクス、ログ、トレースの3本柱とダッシュボード設計、SLI/SLO定義を提供。Anchors:• Google SRE Book / 適用: Observabilityアーキテクチャ・SLI/SLO設計 / 目的: 本番環境対応の監視システム• Observability Engineering (Honeycomb) / 適用: モダンObservabilityパターン / 目的: 高カーディナリティObservability実装• The Art of Monitoring (James Turnbull) / 適用: 実践的な監視実装 / 目的: エンドツーエンドの監視ワークフローTrigger:Use when designing observability systems, implementing metrics collection, setting up distributed tracing, creating dashboards, defining SLIs/SLOs, or establishing logging strategies.observability, monitoring, metrics, traces, logs, SLI, SLO, Prometheus, Grafana, OpenTelemetry

2026-01-05

vitest-advanced.md

2

1 export vitest-advanced

2 from "daishiman/AIWorkflowOrchestrator"

3 Vitestの高度な機能を活用したテスト実装スキル。並列実行、カバレッジ最適化、非同期テスト処理、モック戦略を実装します。Anchors:• 『Test-Driven Development: By Example』（Kent Beck） / 適用: テスト設計 / 目的: 品質向上Trigger:Use when optimizing Vitest tests, configuring parallel execution, improving coverage, implementing async testing patterns, or designing mock strategies.

2026-01-05

explaining-machine-learning-models.md

2

1 export explaining-machine-learning-models

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior. The skill leverages techniques like SHAP and LIME to generate explanations. It is useful when debugging model performance, ensuring fairness, or communicating model insights to stakeholders. Use this skill when the user mentions "explain model", "interpret model", "feature importance", "SHAP values", or "LIME explanations".

2026-01-05

event-sourcing.md

2

1 export event-sourcing

2 from "daishiman/AIWorkflowOrchestrator"

3 イベントソーシングパターンの設計・実装スキル。状態変更をイベントとして記録し、イベントストリームから状態を再構築する。CQRS、スナップショット、イベントリプレイを統合的に提供。Anchors:• Domain-Driven Design (Eric Evans) / 適用: ドメインイベント設計 / 目的: 業務的に意味のあるイベント抽出• Implementing DDD (Vaughn Vernon) / 適用: イベントストア実装 / 目的: アグリゲートとイベント境界• CQRS Journey (Microsoft) / 適用: CQRS実装パターン / 目的: コマンドとクエリの分離• Event Sourcing Pattern (Martin Fowler) / 適用: 基礎パターン / 目的: 状態変更の記録と再生Trigger:Use when implementing event sourcing, designing domain events, building event stores, implementing CQRS, or requiring complete audit trails and time-travel debugging.event sourcing, cqrs, event store, domain events, aggregate, projection, snapshot, event replay

2026-01-05

solid-principles.md

2

1 export solid-principles

2 from "daishiman/AIWorkflowOrchestrator"

3 SOLID原則（SRP, OCP, LSP, ISP, DIP）を適用してオブジェクト指向設計の品質を評価・改善するスキル。アーキテクチャレビュー、リファクタリング判断、コード品質評価を支援する。Anchors:• Clean Architecture (Robert C. Martin) / 適用: 依存性逆転と層分離 / 目的: 適切な依存方向の確保• SOLID Principles (Robert C. Martin) / 適用: 5原則による設計評価 / 目的: 保守性・テスト容易性・柔軟性の実現• Refactoring (Martin Fowler) / 適用: コードの匂い検出と改善 / 目的: 段階的な設計改善Trigger:Use when evaluating code architecture, reviewing design quality, detecting SOLID violations, planning refactoring, or improving object-oriented design.single responsibility, open closed, liskov substitution, interface segregation, dependency inversion, architecture review, design patterns, refactoring, SOLID

2026-01-05

tavily-search.md

2

1 export tavily-search

2 from "closedloop-technologies/awesome-deep-researchers"

3 Use Tavily Search API for optimized, real-time web search results for RAG. Requires TAVILY_API_KEY.

2026-01-05

financial-data-fetcher.md

2

1 export financial-data-fetcher

2 from "IgorGanapolsky/trading"

3 Fetches real-time and historical market data, financial news, and fundamental data for trading decisions

2026-01-05

adversarial-code-review.md

2

1 export adversarial-code-review

2 from "third774/dotfiles"

3 Review code through hostile perspectives to find bugs, security issues, and unintended consequences the author missed. Use when reviewing PRs, auditing codebases, or before critical deployments.

2026-01-05

security-review.md

2

1 export security-review

2 from "duc01226/EasyPlatform"

3 Use when reviewing code for security vulnerabilities, implementing authorization, or ensuring data protection.

2026-01-05

implementing-backup-strategies.md

2

1 export implementing-backup-strategies

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill implements backup strategies for databases and applications. It generates configuration files and setup code to ensure data protection and disaster recovery. Use this skill when the user requests to "implement backup strategy", "configure backups", "setup data recovery", or needs help with "backup automation". The skill provides production-ready configurations, best practices, and multi-platform support for database and application backups. It focuses on security and scalability.

2026-01-05

mcp-builder.md

2

1 export mcp-builder

2 from "mk0e/devskills"

3 Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

2026-01-05

form-vanilla.md

2

1 export form-vanilla

2 from "Bbeierle12/Skill-MCP-Claude"

3 Framework-free form validation using HTML5 Constraint Validation API enhanced with Zod for complex rules. Use when building forms without React/Vue or for progressive enhancement.

2026-01-05

cpp-function-design.md

2

1 export cpp-function-design

2 from "pluginagentmarketplace/custom-plugin-cpp-developer"

3 Comprehensive guide to C++ function design, function parameters, return values, function overloading, and function best practices. Use when discussing function architecture and parameter passing strategies.

2026-01-05

agent-dependency-design.md

2

1 export agent-dependency-design

2 from "daishiman/AIWorkflowOrchestrator"

3 Specializes in agent dependency and interface design. Defines skill references, command coordination, and inter-agent collaboration protocols while preventing circular dependencies to build effective multi-agent systems.Anchors:• "The Pragmatic Programmer" (Andrew Hunt, David Thomas) / Application: Procedure design and practical improvement / Purpose: Build effective agent collaboration mechanisms• "Software Architecture in Practice" (Len Bass, Paul Clements, Rick Kazman) / Application: Interface design patterns / Purpose: Minimize dependencies and improve maintainabilityTrigger:Use when defining inter-agent data handoffs, designing multi-agent collaboration, detecting or resolving circular dependencies, or defining handoff protocols.agent collaboration, dependency graph, handoff protocol, circular dependency, skill reference, multi-agent system

2026-01-05

feature-docs.md

2

1 export feature-docs

2 from "duc01226/EasyPlatform"

3 Use when the user asks to generate comprehensive feature documentation with verified test cases, create feature README with code evidence, or document a complete feature with test verification. Triggers on keywords like "feature documentation", "document feature", "comprehensive docs", "feature README", "test verification", "verified documentation".

2026-01-05

durable-objects-pattern-checker.md

2

1 export durable-objects-pattern-checker

2 from "hirefrank/hirefrank-marketplace"

3 Automatically validates Cloudflare Durable Objects usage patterns, ensuring correct state management, hibernation, and strong consistency practices

2026-01-05

atlassian.md

2

1 export atlassian

2 from "walcon/opencode-example"

3 Interact with Jira and Confluence via REST API - search, create, update issues and pages

2026-01-05

skill-creator.md

2

1 export skill-creator

2 from "daishiman/AIWorkflowOrchestrator"

3 スキルを作成・更新するためのメタスキル。Progressive Disclosure、Task分離、知識圧縮アンカーを適用し、高品質なスキルを効率的に量産する。目的に合わせてagents/scripts/assets/referencesを必要最小限で設計する。agents/scripts/assets/referencesは責務ごとに分離し、単一責務の構成で量産可能にする。Anchors:• Continuous Delivery (Jez Humble) / 適用: 自動化・検証フロー / 目的: 品質パイプライン構築• The Lean Startup (Eric Ries) / 適用: Build-Measure-Learn / 目的: 反復改善サイクル• Domain-Driven Design (Eric Evans) / 適用: ユビキタス言語 / 目的: 一貫した語彙設計Trigger:新規スキルの作成、既存スキルの更新、スキル構造の検証、スキルテンプレートの生成を行う場合に使用。スキル作成, スキル更新, スキル検証, スキルテンプレート, skills仕様, skill creation

2026-01-05

spec-update.md

2

1 export spec-update

2 from "duc01226/EasyPlatform"

3 Use when updating specifications, comparing branches, or ensuring documentation reflects current implementation.

2026-01-05

incremental-implementation.md

2

1 export incremental-implementation

2 from "HTRamsey/claude-config"

3 Use when building multi-day features, avoiding long-lived branches, features taking >1 day, changes touching multiple systems, or high-risk changes needing gradual rollout - break features into deployable increments that each provide value

2026-01-05

sdv-session-start.md

2

1 export sdv-session-start

2 from "liminalwarmth/StardewOutfitManager"

3 ALWAYS invoke this skill FIRST at session start, after context reset/compaction, or when user mentions "reset", "new session", "where were we", "what was I working on". Do NOT skip this for specific task requests—orient first, then execute. This is Rule 0.

2026-01-05

safe-file-removal.md

2

1 export safe-file-removal

2 from "phamhung075/4genthub-hooks"

3 Use safe-rm command to safely 'remove' files by renaming them to .obsolete instead of permanent deletion. Reversible, collision-safe, hook-compliant.

2026-01-05

scanning-for-data-privacy-issues.md

2

1 export scanning-for-data-privacy-issues

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to automatically scan code and configuration files for potential data privacy vulnerabilities using the data-privacy-scanner plugin. It identifies sensitive data exposure, compliance violations, and other privacy-related risks. Use this skill when the user requests to "scan for data privacy issues", "check privacy compliance", "find PII leaks", "identify GDPR violations", or needs a "privacy audit" of their codebase. The skill is most effective when used on projects involving personal data, financial information, or health records.

2026-01-05

performance-monitor.md

2

1 export performance-monitor

2 from "IgorGanapolsky/trading"

3 Tracks trading performance with comprehensive metrics and analytics including Sharpe ratio, drawdown, and win rate

2026-01-05