Product & Planning

majiayu000 Bundle

Search the web with Exa AI — neural search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output. Covers all Exa endpoints (/search, /contents, /findSimilar, /answer, /research/v0/tasks). Triggers on web search, find pages, similar pages, research with citations, Exa, neural search.

majiayu000 Bundle

description: "Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy"

majiayu000 Bundle

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy

majiayu000 Bundle

Use when receiving UAT feedback, bug reports, user testing results, stakeholder feedback, QA findings, or any batch of issues to investigate. Investigates each item BEFORE creating issues, classifies by type and priority, creates well-formed GitHub issues with proper project board integration.

majiayu000 Bundle

Help users think in systems and understand complex dynamics. Use when someone is dealing with multi-stakeholder problems, trying to understand second-order effects, managing platform ecosystems, or analyzing complex organizational dynamics.

majiayu000 Bundle

Start autonomous Ralph loop - work through PRD tasks iteratively until complete

majiayu000 Bundle

Helps find, inspect, and compare .NET project templates. Resolves natural-language project descriptions to ranked template matches with pre-filled parameters. USE FOR: finding the right dotnet new template for a task, comparing templates side by side, inspecting template parameters and constraints, understanding what a template produces before creating a project, resolving intent like "web API with auth" to concrete template + parameters. DO NOT USE FOR: actually creating projects (use template-instantiation), authoring custom templates (use template-authoring), MSBuild or build issues (use dotnet-msbuild plugin), NuGet package management unrelated to template packages.

majiayu000 Bundle

Create a structured Product Requirements Document when the user asks to write a PRD, define requirements, or spec out a feature

majiayu000 Bundle

Mathematically rigorous Socratic interview system that drives ambiguity below 20% before any code is written. One question per message, weighted ambiguity scoring, brownfield-aware, outputs a complete PRD. Replaces discovery-interview with a stricter protocol.

majiayu000 Bundle

Conduct discovery interviews to gather requirements, clarify vague ideas, and create detailed specifications. Use when gathering requirements, clarifying vague ideas, or starting new projects. Includes interview guidance, requirement extraction, and specification templates. Not for execution, simple partial updates, or when requirements are already clear.

majiayu000 Bundle

PRD（プロダクト要求定義書）から機能設計書（docs/functional-design.md）を作成する。「機能設計して」「設計書を作って」「PRDを設計に落として」「コンポーネント設計」「データモデル設計」「シーケンス図を書いて」「ER図を作って」などの依頼時に使用。システム構成図・データモデル・コンポーネント責務・ユースケースフロー・エラー設計を出力。

majiayu000 Bundle

Create and manage Product Requirements Documents (PRDs) for feature planning.

majiayu000 Bundle

Finds out whether a problem is real and a solution would work, before building it — recruiting the right people, interviewing without leading them, separating what users say from what they do, naming the riskiest assumption and testing that one first, and reaching a decision rather than a summary. Use this to validate a problem, test an idea cheaply, decide whether to build something, or fix a discovery process that keeps confirming what the team already believed.

majiayu000 Bundle

Review an existing PRD for completeness, quality, and anti-patterns when the user asks to review, critique, or check a PRD

majiayu000 Bundle

Backlog management with the bd (beads) utility for issue tracking. Use when creating issues, claiming work, updating task status, closing completed work, or syncing the backlog with git.

majiayu000 Bundle

Scope-focused PR review with requirements validation and backlog triage.

majiayu000 Bundle

Strategic analysis, adversarial validation, executive council debate, and discovery mode for complex decisions

majiayu000 Bundle

Generate detailed implementation plans for complex tasks. Creates comprehensive strategic plans in Markdown format with objectives, step-by-step implementation tasks using checkbox format, verification criteria, risk assessments, and alternative approaches. All plans MUST be validated using the included validation script. Use when users need thorough analysis and structured planning before implementation, when breaking down complex features into actionable steps, or when they explicitly ask for a plan, roadmap, or strategy. Strictly planning-focused with no code modifications.

majiayu000 Bundle

Use when writing Architecture Decision Records to capture significant technical decisions with their context, rationale, and consequences. Covers the Nygard format, MADR format, ADR numbering, linking, lifecycle management, and adr-tools CLI. USE FOR: recording architecture decisions, documenting technical trade-offs, decision rationale capture, technology selection justification, ADR lifecycle management, lightweight decision documentation, Nygard format ADRs, MADR format DO NOT USE FOR: full technical design (use trd), requirements gathering (use prd or brd), design proposals seeking feedback (use rfc)

majiayu000 Bundle

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

majiayu000 Bundle

Transform ideas into Product Backlog Items using BA best practices, hypothesis validation, and domain research. Use when converting ideas to PBIs, validating problem hypotheses, adding acceptance criteria, or refining requirements. Triggers on "create pbi", "refine idea", "convert to pbi", "acceptance criteria", "make actionable", "validate hypothesis".

majiayu000 Bundle

ClaWHub skill discovery: search by capability, category, rating, compatibility, keyword matching

majiayu000 Bundle

Use at session start and before every task - establishes mandatory skill discovery and usage protocols to ensure relevant expertise is always applied

majiayu000 Bundle

Validates backlog section completion, then squashes and tags or identifies gaps. Generates milestone and release notes. Triggers on keywords: milestone, release notes, tag release, validate backlog

majiayu000 Bundle

Generate comprehensive weekly progress reports for AINative platform. Use when (1) Creating end-of-week status reports, (2) Summarizing commits and features, (3) Documenting bug fixes and improvements, (4) Tracking sprint progress, (5) Preparing stakeholder updates. Analyzes git commits, GitHub issues, and PRs to produce structured markdown reports.

majiayu000 Bundle

Personal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured analysis. Use for investments, purchases, career, life decisions. Surfaces hidden factors, tracks eliminations with reasons, confident recommendations. Triggers: help me decide, should I, which should I choose, compare options, what should I do, weighing options.

majiayu000 Bundle

Generate an ML-centric PRD for ML-Ralph. Use when planning an ML project, experiment plan, or when asked to create an ML PRD. Triggers on: create a prd, write prd for, plan this ML feature, requirements for, spec out.

majiayu000 Bundle

Guide users through a structured workflow for co-authoring documentation. Triggers: 「ドキュメントを書いて」「仕様書を作成」「READMEを更新」「提案書を作って」「PRD」「設計ドキュメント」 Use when: Writing documentation, proposals, technical specs, decision docs, or similar structured content. Workflow: Context Gathering → Refinement & Structure → Reader Testing

majiayu000 Bundle

Create technical task documentation for developer implementation. Use when asked to 'create task', 'technical decomposition', 'plan implementation', 'task documentation', or 'decompose feature'. NOT for feature discovery (use /nf), NOT for product docs (use /product), NOT for implementation (use /si), NOT for brainstorming (use /brainstorm).

majiayu000 Bundle

Product discovery and market research expert. Use when validating product ideas, conducting market research, user interviews, competitive analysis, or opportunity assessment. Covers JTBD, Kano model, and Value Proposition Canvas.

majiayu000 Bundle

Product management workflows — feature specs, roadmap planning, stakeholder updates, user research synthesis, competitive analysis, metrics review, sprint planning. Use when writing specs, updating roadmaps, briefing stakeholders, synthesizing research, or reviewing product metrics.

majiayu000 Bundle

涵盖从构思到发布的产品管理全生命周期专业知识。包括需求收集、用户故事创建、优先级排序和产品策略。使用此技能进行产品规划、撰写 PRD、定义 MVP 或进行竞品分析时使用。

majiayu000 Bundle

Task tracking system for agents via Backlog.md CLI. Use when creating deferred issues during implementation, filing audit findings, working assigned tasks, or managing project work. Optimized for agent workflows: structured issue filing, priority/labeling system, and task completion tracking.

majiayu000 Bundle

Help users qualify sales leads effectively. Use when someone is wasting time on bad leads, struggling with low conversion rates, needs to build a qualification framework, or wants to improve their discovery process.

majiayu000 Bundle

Product Discovery Facilitator - Conduct a comprehensive interview to crystallize a fuzzy project vision into a complete MASTER_PRD.md. ONLY use when starting a new project from scratch.

majiayu000 Bundle

Discover patterns, rules, and interfaces through iterative analysis cycles. Use when analyzing business rules, technical patterns, security, performance, integration points, or domain-specific areas. Includes cycle pattern for discovery to documentation to review workflow.