Browse Skills

requesting-code-review.md

2

1 export requesting-code-review

2 from "robertpelloni/workspace"

3 Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding

2026-01-05

hypothesis-testing.md

2

1 export hypothesis-testing

2 from "poemswe/co-researcher"

3 Guides scientific hypothesis development and testing methodology. Use when formulating research questions, developing testable hypotheses, designing experiments, or evaluating research approaches. Triggers on phrases like "hypothesis", "test if", "experiment design", "research question", "how would I test", "is it true that".

2026-01-05

ai-orchestration-feedback-loop.md

2

1 export ai-orchestration-feedback-loop

2 from "creator-hian/claude-code-plugins"

3 Multi-AI engineering loop orchestrating Claude, Codex, and Gemini for comprehensive validation. USE WHEN (1) mission-critical features requiring multi-perspective validation, (2) complex architectural decisions needing diverse AI viewpoints, (3) security-sensitive code requiring deep analysis, (4) user explicitly requests multi-AI review or triple-AI loop. DO NOT USE for simple features or single-file changes. MODES - Triple-AI (full coverage), Dual-AI Codex-Claude (security/logic), Dual-AI Gemini-Claude (UX/creativity).

2026-01-05

evaluating-machine-learning-models.md

2

1 export evaluating-machine-learning-models

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

3 This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests model performance analysis, validation, or testing. Claude can use this skill to assess model accuracy, precision, recall, F1-score, and other relevant metrics. Trigger this skill when the user mentions "evaluate model", "model performance", "testing metrics", "validation results", or requests a comprehensive "model evaluation".

2026-01-05

preprocessing-data-with-automated-pipelines.md

2

1 export preprocessing-data-with-automated-pipelines

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

3 This skill empowers Claude to preprocess and clean data using automated pipelines. It is designed to streamline data preparation for machine learning tasks, implementing best practices for data validation, transformation, and error handling. Claude should use this skill when the user requests data preprocessing, data cleaning, ETL tasks, or mentions the need for automated pipelines for data preparation. Trigger terms include "preprocess data", "clean data", "ETL pipeline", "data transformation", and "data validation". The skill ensures data quality and prepares it for effective analysis and model training.

2026-01-05

system-design-generator.md

2

1 export system-design-generator

2 from "patricio0312rev/skillset"

3 Produces comprehensive system architecture plans for features and products including component breakdown, data flow diagrams, system boundaries, API contracts, and scaling considerations. Use for "system design", "architecture planning", "feature design", or "technical specs".

2026-01-05

monitoring-database-transactions.md

2

1 export monitoring-database-transactions

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

3 This skill enables Claude to monitor database transactions for performance and lock issues using the database-transaction-monitor plugin. It is triggered when the user requests transaction monitoring, lock detection, or rollback rate analysis for databases. Use this skill when the user mentions "monitor database transactions," "detect long-running transactions," "identify lock contention," "track rollback rates," or asks about "transaction anomalies." The skill leverages the `/txn-monitor` command to provide real-time alerts and insights into database health.

2026-01-05

case-studies-reference.md

2

1 export case-studies-reference

2 from "Bbeierle12/Skill-MCP-Claude"

3 Game building mechanics case studies and decision frameworks. Use when designing building systems, evaluating trade-offs, or learning from existing games. Reference-only skill with detailed analysis of Fortnite, Rust, Valheim, Minecraft, No Man's Sky, and Satisfactory building systems.

2026-01-05

xai-grok.md

2

1 export xai-grok

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

3 Use xAI Grok API with Agent Tools for real-time web and X (Twitter) search and synthesis. Requires XAI_API_KEY.

2026-01-05

api-engineering.md

2

1 export api-engineering

2 from "warpcode/dotfiles"

3 Domain specialist for API design, development, and best practices. Scope: RESTful API design, GraphQL, API documentation, authentication, authorization, rate limiting, CORS, error handling, pagination, filtering, HATEOAS, API testing, API security. Excludes: database design, business logic, infrastructure, frontend, security beyond API. Triggers: "API", "REST", "GraphQL", "endpoint", "OpenAPI", "Swagger", "CORS".

2026-01-05

monitoring-cpu-usage.md

2

1 export monitoring-cpu-usage

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

3 This skill enables Claude to monitor and analyze CPU usage patterns within applications. It helps identify CPU hotspots, analyze algorithmic complexity, and detect blocking operations. Use this skill when the user asks to "monitor CPU usage", "optimize CPU performance", "analyze CPU load", or "find CPU bottlenecks". It assists in identifying inefficient loops, regex performance issues, and provides optimization recommendations. This skill is designed for improving application performance by addressing CPU-intensive operations.

2026-01-05

frontend-dev-guidelines.md

2

1 export frontend-dev-guidelines

2 from "NerionSoft/nuit-de-l-info"

3 React/Next.js enterprise best practices including component patterns, Link/Image optimization, shared components, and TypeScript conventions. Use this skill when creating components, pages, or working with Next.js features.

2026-01-05

canvas-design.md

2

1 export canvas-design

2 from "AizenvoltPrime/claude-compass"

3 Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

2026-01-05

regulatory-community-analysis-chia-pet.md

2

1 export regulatory-community-analysis-chia-pet

2 from "BIsnake2001/ChromSkills"

3 This skill performs protein-mediated regulatory community analysis from ChIA-PET datasets and provide a way for visualizing the communities. Use this skill when you have a annotated peak file (in BED format) from ChIA-PET experiment and you want to identify the protein-mediated regulatory community according to the BED and BEDPE file from ChIA-PET.

2026-01-05

fullstory-getting-started.md

2

1 export fullstory-getting-started

2 from "fullstorydev/fs-skills"

3 Comprehensive getting started guide for Fullstory Browser API v2 implementation. Provides the complete initialization flow, API overview, decision framework for which APIs to use, industry-specific guidance, privacy best practices, and framework integration patterns. Links to all core, meta, industry, and framework skills.

2026-01-05

modular-architecture.md

2

1 export modular-architecture

2 from "daishiman/AIWorkflowOrchestrator"

3 モジュラーアーキテクチャとコンポーネント分割の設計スキル。高凝集・低結合の原則に基づいたシステム設計、依存関係管理、スケーラブルなアーキテクチャパターンの実装を支援する。Anchors:• Clean Architecture (Robert C. Martin) / 適用: レイヤー分離 / 目的: ビジネスロジックとインフラの分離• Domain-Driven Design (Eric Evans) / 適用: 境界づけられたコンテキスト / 目的: ドメインモデルの凝集性• SOLID Principles / 適用: モジュール設計原則 / 目的: 保守性と拡張性の向上Trigger:Use when designing modular architecture, splitting system into components, managing dependencies, or applying high cohesion low coupling principles.modular, architecture, component, module, cohesion, coupling, dependency, layer, separation

2026-01-05

detecting-database-deadlocks.md

2

1 export detecting-database-deadlocks

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

3 This skill uses the database-deadlock-detector plugin to detect, analyze, and prevent database deadlocks. It monitors database lock contention, analyzes transaction patterns, and suggests resolution strategies. Use this skill when the user asks to "detect database deadlocks", "analyze deadlock causes", "monitor database locks", or any requests related to database deadlock prevention and resolution. This skill is particularly useful for production database systems experiencing recurring deadlock issues. The plugin's command `/deadlock` is triggered by these requests.

2026-01-05

prd-generator.md

2

1 export prd-generator

2 from "letehaha/budget-tracker"

3 Smart PRD generator. Generates comprehensive technical PRDs optimized for task breakdown. Use when user requests "PRD", "product requirements", "regenrate existing PDR", or mentions task-driven development.

2026-01-05

diagramming.md

2

1 export diagramming

2 from "cosmix/claude-code-setup"

3 Create technical diagrams using Mermaid syntax for architecture, sequences, ERDs, flowcharts, and state machines. Use for visualizing system design, data flows, and processes. Triggers: diagram, mermaid, architecture diagram, sequence diagram, flowchart, ERD, entity relationship, state diagram, C4 model, component diagram, visualize, draw.

2026-01-05

rpi.md

2

1 export rpi

2 from "ferdiangunawan/skills"

3 Use when implementing features from Jira tickets, PRDs, or user requirements. Orchestrates Research-Plan-Implement workflow with quality gates for hallucination, overengineering, and underengineering detection.

2026-01-05

workflow.md

2

1 export workflow

2 from "sbusso/claude-system"

3 Enforces development phases. Triggers on implement, build, create, fix, refactor.

2026-01-05

systematic-debugging.md

2

1 export systematic-debugging

2 from "heyJordanParker/dotfiles"

3 Use when encountering any bug, test failure, or unexpected behavior - IMMEDIATELY enter on first error. Four-phase framework (basic checks, root cause, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

2026-01-05

detecting-database-deadlocks.md

2

1 export detecting-database-deadlocks

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

3 This skill uses the database-deadlock-detector plugin to detect, analyze, and prevent database deadlocks. It monitors database lock contention, analyzes transaction patterns, and suggests resolution strategies. Use this skill when the user asks to "detect database deadlocks", "analyze deadlock causes", "monitor database locks", or any requests related to database deadlock prevention and resolution. This skill is particularly useful for production database systems experiencing recurring deadlock issues. The plugin's command `/deadlock` is triggered by these requests.

2026-01-05

technical-documentation-standards.md

2

1 export technical-documentation-standards

2 from "daishiman/AIWorkflowOrchestrator"

3 IEEE 830やDoc as Codeなどの標準に基づき、技術文書の構造と品質基準を整えるスキル。テンプレート適用と検証フローを通じて、再利用性と明確性を高める。Anchors:• IEEE 830 / 適用: 仕様書構造 / 目的: 標準化• Documentation as Code / 適用: 文書運用 / 目的: 継続的管理• Software Requirements (Karl Wiegers) / 適用: 要求記述 / 目的: 明確性Trigger:Use when defining documentation standards, creating SRS templates, or reviewing technical docs for consistency.documentation standards, IEEE 830, SRS, doc-as-code, documentation review

2026-01-05