data Skills

Use during Phase 5 of spec creation to verify completeness and accuracy before implementation - checks requirements accuracy, visu...

对spec.md、plan.md和tasks.md三个核心文档进行非破坏性跨工件一致性和质量分析。在任务生成后识别不一致、重复、模糊和规范不足的项目。触发词包括："speckit-analyze"、"speckit分析"、"文档一致性分析"、"规范分析"、"质...

基于用户需求为当前功能生成定制检查清单的专业工具。专门用于需求质量验证，生成"英语的单元测试"，验证需求的完整性、清晰度和一致性。触发词：speckit-checklist、检查清单、需求验证、质量检查、checklist、requirements valid...

通过提出最多5个高度针对性的澄清问题来识别当前功能规范中未明确定义的领域，并将答案编码回规范中。触发词包括："speckit-clarify"、"speckit澄清"、"规范澄清"、"功能澄清"、"识别模糊点"、"澄清需求"。

从交互式或提供的原则输入创建或更新项目章程，确保所有依赖模板保持同步。用于项目管理、规范制定、章程维护和团队协作场景。触发词包括 "speckit章程"、"创建章程"、"更新章程"、"项目章程"、"制定规范"、"团队章程"。

通过测试与验证为先的方式，按序执行并实现已批准的规范提案。用于实施变更、应用提案、执行规范任务或按已批准计划构建。触发词包括 "speckit-implement", "speckit开发", "开发", "实施" "实现提案", "应用变更", "执行规范"...

执行实施规划工作流程，使用计划模板生成设计工件。触发词包括："speckit计划"。

中文功能规范创建工具，用于将自然语言功能描述转换为结构化的功能规范文档。支持自动生成分支名称、创建Git分支、初始化规范文件和质量验证。触发词包括："speckit规范"、"功能规范"、"创建规范"、"功能描述转换"、"speckit-specify"。当用户...

基于speckit工作流的任务生成技能，用于根据可用设计文档生成可操作的、依赖有序的tasks.md。当需要基于spec.md、plan.md、data-model.md、contracts/等设计文档为功能开发生成详细任务列表时使用此技能。触发词包括"spe...

Use when configuring Spectral for API linting, creating custom rulesets, and validating OpenAPI or AsyncAPI specifications

Comprehensive guide to Spring Boot fundamentals - auto-configuration, starters, properties, and profiles

Build cloud-native microservices - service discovery, config server, API gateway, resilience patterns

Build reactive applications - WebFlux, Mono/Flux, R2DBC, backpressure, reactive streams

Build production-ready REST APIs with Spring MVC - controllers, validation, exception handling, OpenAPI

Test Spring Boot applications - MockMvc, TestContainers, test slices, integration testing

スタンレー・ドラッケンミラーの投資哲学と戦略に基づいた投資アドバイスを提供。30年間無敗、年率30%近いリターンを達成した伝説的投資家の思考法を活用し、マクロ経済分析、リスク管理、ポジション構築、市場サイクルの読み方などについて実践的な指導を行う。投資判断、市...

Zustand store specialist - handles store generation, sync patterns, selectors, and persistence for totalaud.io state management.

Game state synchronization, snapshot systems, and conflict resolution for consistent multiplayer experience

Automate version bumping and release preparation for the stele CLI project. Use this skill when the user requests to create a new...

"Migrate monolithic Zustand stores to domain-specific stores using GOAP planning, hive-mind coordination, and neural pattern learn...

A writing companion that helps authors develop longform narratives using the Eight-Sequence Storytelling Framework. Guides plannin...

Ensure Acceptance Criteria map to Tasks and Tests for PR-per-story workflow

This skill should be used when coordinating multiple subagents, implementing orchestratorpatterns, or managing parallel agent work...

SubAgent組み合わせパターン・選択ロジック提供。14種類のAgent定義・選択原則・Phase特性別組み合わせパターン・SubAgent責務境界判定・並列実行判断ロジック。Step開始時のSubAgent選択に使用。

Use OPAL subquery syntax (@labels) and union operations to combine multiple datasets or time periods. Essential for period-over-pe...

Database specialist - handles RLS policies, migrations, type generation, and Supabase integration patterns.

Help developers use supabase-typed-query for type-safe Supabase queries. Use this skill when building queries with the Query API,...

Guide for creating effective Custom Mode prompts and examples for Superwhisper, an AI dictation app. Use when users want to create...

Coordinate with other agents using Swarm mail and file locking

Master Combine framework for reactive programming - publishers, subscribers, operators, schedulers

Persist data with Core Data - models, contexts, fetch requests, migrations, SwiftData

Build iOS applications - project setup, app lifecycle, Info.plist, capabilities

Build macOS applications - AppKit, windows, menus, system integration, distribution

Handle networking in Swift - URLSession, async/await, Codable, API clients, error handling

Master Swift Package Manager - dependencies, creating libraries, publishing, local packages

Build modern UIs with SwiftUI - views, state management, animations, navigation

Master UIKit for iOS app development - views, view controllers, Auto Layout, table/collection views

Calculate entropy metrics for symbolic mapping and semantic drift.

Validate and configure all dependencies required for VCV Rack Module Freedom System

Systematic feature planning workflow - use when starting complex features requiring structured approach

Guidance for conducting PhD-level systematic literature reviews according to PRISMA (Preferred Reporting Items for Systematic Revi...

Generates DSL code for the Systems Thinking Tool (systemsthinkingtool.com). Creates system dynamics models with stocks, flows, con...

Generate Effect TaggedError types for error handling. Use when adding new error types or improving error handling.

Deploy F# applications with Tailscale sidecar for private network access.Use when: "deploy", "production", "Tailscale", "docker-co...

Intelligent task management via the `task` CLI. Invoke when users ask to: create/list/update/delete tasks, search tasks (text or s...

Split features into atomic 2–4h tasks with independent tests and minimal dependencies

Validates task completion by checking for real implementation, working code, test results, and compliance with quality standards....

Manage tasks in Obsidian via TaskNotes plugin API. Use when user wants to create tasks, list tasks, query by status or project, up...