В каталоге 183 730 навыков в 14 категориях.
Apply requirement quality principles when generating or validating feature specifications. Enforces feature completeness...
Conducts comprehensive requirements review including completeness validation, clarity assessment, consistency checking,...
Extract and summarize core features, constraints, and priorities from requirement documents. Use when analyzing PRDs, RF...
Generate concise, structured summaries of requirements for quick team understanding. Use when analyzing requirements fro...
Provides REQ-* key pattern definitions, validation rules, and traceability operations. Use for understanding requirement...
Analyze task descriptions and requirements for completeness, clarity, and implementability. Use when evaluating if a tas...
Brutally honest requirements analysis. Reads tasks/requirements.md, tears it apart, asks the user the top blocking quest...
プロジェクトの要件定義を担当し、開発チームが実装可能な形式で要件をドキュメント化します。
Turn a vague idea or feature request into a concrete, testable requirements spec (goals, user stories, acceptance criter...
Create detailed feature specifications with user stories, acceptance criteria, and edge cases. Use when starting a new f...
/requirements - Define Feature Requirements
Master requirements gathering, user story writing, acceptance criteria definition, and scope management. Transform insig...
Turns a feature request into a full implementation-plan requirements document matching docs/plan/_TEMPLATE.md. Use when...
Clarify requirements and write PRD/spec with objectives, boundaries, acceptance criteria before code.
Analyze and refine product requirements. Use when clarifying scope, identifying gaps, or validating requirements. Covers...
Use when analyzing Korean planning documents with Kordoc MCP to verify screenshots, small text, tables, OCR coverage, co...
Use this skill when you need to analyze requirements, identify test points, boundaries, dependencies, and risks before t...
Waterfall Phase 1 - Requirements Analysis (需求分析)
Use when requirements are vague, scope undefined, or success criteria unclear
Copilot agent that assists with requirements analysis, user story creation, specification definition, and acceptance cri...
**REQUIREMENTS ANALYZER** - '이런 거 만들고 싶어', '기능 정리', '뭐부터 만들어야', 'MVP 정의', '요구사항 분석', '기획서 분석' 요청 시 자동 발동. 자연어 아이디어를 기술 명...
Classifies requirements using BABOK's four types (business, stakeholder, functional, non-functional, transition), checks...
Comprehensive standards for creating and maintaining requirements and specification documents with SMART principles, pro...
Applies repository-specific requirements standards to requirement documents. Use this skill when creating, editing, or r...
Close consequential product, behavior, data, permission, compatibility, and acceptance decisions through an evidence-fir...
Force requirements clarification BEFORE implementation to prevent misunderstandings. Auto-activates on "需求", "requiremen...
Runs a structured Q&A session before starting any ambiguous task. Asks one question at a time using multiple choice firs...
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, featur...
Helps users transform vague ideas into well-defined requirements documents. Use when a user has a change they want to ma...
Convert vague requests into clear functional and non-functional requirements.
EARS記法を用いた要件定義書(requirements.md)を作成・編集します。ユーザーストーリーの作成、受入基準の定義、非機能要件の整理が必要な場合に使用してください。
This skill should be used when the user asks to "define requirements", "create specification", "clarify requirements", "...
Use for requirement analysis, specification, and clarification, and when running /define. Covers its phase sequence (pre...
Stakeholder interviews, PRD structure, and scope definition for software requirements elicitation. Use when gathering re...
Use when a product decision or feature needs a written record - what to capture in a task document (PRD, decision record...
Creates requirements documents through structured 3-phase discovery process. Guides through requirements discovery, prac...
要件ドキュメントの作成・構造化・品質管理・ハンドオフを支援するスキル。カール・ウィーガーズの要求工学理論に基づき、ステークホルダーと開発チームの双方に有用な仕様書を作成する。Anchors:• Software Requirements (...
"Extract complete, unambiguous requirements from specifications by identifying functional/non-functional requirements an...
Creates requirements catalogs.
カール・ウィーガーズの要求工学とIEEE 830に基づき、ステークホルダーニーズを抽出し、検証可能な要件に落とし込むための体系的なスキル。 スコープ定義、要件抽出、仕様化、品質検証、合意形成までの一貫プロセスを提供する。 Anchors:...
Translate user prompts into structured requirements, user stories, and beads tasks. Use when: (1) Parsing user feature r...
Transform ideas into actionable specifications through structured requirements capture, user story creation, and scope d...
Transform stakeholder needs into structured, testable specifications with user stories, acceptance criteria, and busines...
This skill should be used when the user asks about "feedback loops", "iterate on requirements", "continuous documentatio...
Reviews a project brief, product brief, feature request, PRD, or requirements document for missing requirements, unresol...
Use when gathering project requirements - asks structured questions about project type, scope, integrations, and constra...
Guides comprehensive requirements gathering and analysis including stakeholder interviews, user story creation, use case...
This skill provides procedures for gathering, documenting, and managing requirements. Used by the Product Manager agent...
Generates structured requirements documents with functional and non-functional requirements, Gherkin acceptance criteria...
In-session requirements delegate — runs the AC-quality detection gate, grills reviewer-emitted Requirements Gaps inline...
Interactive PM interview with expertise-adaptive questioning for requirements elicitation
Use when defining requirements, tracking traceability, managing requirement changes, or establishing RTM - covers elicit...
This skill should be used when the user asks about "Effect services", "dependency injection", "Effect.Tag", "Context.Tag...
PRD creation with EA agent using AskUserQuestion for clarification, validation with reviewer, then BA extracts stories....
Close bounded product decisions and project the accepted delivery backlog.
Use when writing a PRD, drafting user stories with acceptance criteria, breaking an epic into sprint-sized vertical slic...
Requirements quality assessment and improvement. Use when evaluating requirements against INVEST criteria, improving cla...
Feasibility and requirements clarification for software/infra/product work; use when asked what is possible, to assess c...
要件定義書(docs/requirements.md)を requirements-doc-policy の基準でレビューし、凍結してよい品質かを合否判定する。「requirements-review」「要件定義書をレビューして」と指示され...
Copilot agent that assists with systematic requirements review using Fagan Inspection and Perspective-Based Reading (PBR...
This skill should be used when the user needs to "clarify requirements", separate "functional vs non-functional requirem...
Spec Kit を使って要件定義や仕様作成(仕様策定・仕様書作成・仕様設計を含む)を新規作成または既存仕様へ追記し、spec.md/plan.md/tasks.mdまで生成・更新する。要件定義、要件追加/変更、TDD前提の要件整理、仕様の...
Maps requirements (PRD, user stories, acceptance criteria) to planned test coverage via a Requirements Traceability Matr...
Turn a new or changed lab requirement into a GitHub Issue with dependencies, acceptance criteria and expected evidence....
Convert requirements whose material product, data, security, permission, compatibility, and acceptance decisions are alr...
Build and verify the AC ↔ tasks ↔ tests ↔ code symbols ↔ gates traceability matrix in `07a-traceability.md`. Use when va...
Create or audit requirements-to-design-to-code-to-test traceability. Builds atraceability matrix (REQ → design/ADR → imp...
複数の要件や要望を体系的に分析・評価し、実装する項目を決定するスキル。 MoSCoW分類、優先度スコアリング、影響分析を提供する。 プロジェクト初期段階での要件整理から、開発中の追加要望への対応まで幅広く活用できる。 Anchors: •...
Validates PRD, user stories, or feature requirements against SMART criteria. Use when reviewing requirements to catch va...
Use when you need to review, validate, and improve requirements documents, acceptance criteria, or implementation briefs...
要件検証の専門スキル。要件の完全性・一貫性・実現可能性・検証可能性を体系的に評価し、品質を保証する。品質チェックリストと検証スクリプトを用いて、レビュー結果の整理と改善提案まで行う。Anchors:• Software Requiremen...
Use when converting PM intake into a slice SPEC.md with observable acceptance outcomes, explicit scope, and advisory sib...
Guidance on writing high-quality requirements: the requirement quality characteristics and the EARS (Easy Approach to Re...
Write clear, testable requirements using User Stories and Gherkin scenarios for Manifest Logistics SaaS. Capture functio...
Use when capturing what a feature must do - write testable user-story requirements that state WHAT and WHY, never HOW, w...
Write clear, testable requirements using User Stories and Gherkin scenarios. Capture functional and non-functional requi...
Injects a reqwest::Client into services using injectable. Use when adding an HTTP client to a service, sharing one clien...
文档重排序服务(Reranker)。基于深度学习模型对检索候选结果进行细粒度相关性打分与重新排序,显著提升检索结果的精准度(Top-K 准确率)。
Reranking retrieved documents with cross-encoders and LLM rerankers. Cohere Rerank v3, Voyage rerank-2, BGE reranker, Co...
Boost retrieval precision by reranking candidate passages with Cohere, BGE-Reranker, or cross-encoders.
Reranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance sc...
Use functional setState updates to prevent stale closures and unnecessary callback recreations. Apply when updating stat...
Use lazy state initialization with useState function form. Apply when computing expensive initial values like building s...
Extract expensive work into memoized components with React.memo. Apply when components perform expensive computations th...
Visualize robot and machine-learning data with Rerun.
Sell secondhand like someone who's done it 500 times — honest condition grading, comps-based pricing with a floor and an...
Delegate a substantial diagnosis, implementation, or follow-up task to Claude Code through the tracked-job runtime. Args...
Use when Codex should ask the Antigravity agy CLI for a rescue-style investigation, second opinion, debugging pass, or e...
Use when Codex should ask Claude CLI for a rescue-style investigation, second opinion, debugging pass, or explicitly req...
Emergency performance fix when an ad account is in trouble. Use when the user reports a sudden CPA spike, conversion dro...
Legacy refactoring orchestrator. Use when user says 'refactor', 'modernize', 'clean up this mess', 'rescue', or when dea...
Triage an outage, loss of stakeholder trust or a failing engagement direction. Use for urgent recovery; distinguish diag...
Maintains the ansible/roles/rescue_image Ansible role that enables or disables kernel rescue image generation, as part o...
Onboards agents to the RescueKit CLI/SDK with setup, env configuration, safety constraints, and core commands. Use when...
Integration with RescueTime for productivity analytics.
Deep research via Gemini CLI — runs in background sub-agent so you don't burn your Claude tokens.
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use w...
对目标话题进行初步调研,生成调研outline。用于学术调研、benchmark调研、技术选型等场景。