Product & Planning

majiayu000 Bundle

Analyzes existing brownfield projects to map documentation structure to SpecWeave's PRD/HLD/Spec/Runbook pattern. Scans folders, classifies documents, detects external tools (Jira, ADO, GitHub), and creates project context map for just-in-time migration. Activates for brownfield, existing project, migrate, analyze structure, legacy documentation.

majiayu000 Bundle

Generate inorganic crystal structure candidates for computational materials discovery workflows. Use this skill whenever the user wants to build, explore, or diversify a pool of inorganic structures for DFT screening, high-throughput calculations, machine learning dataset construction, or property-guided search. This skill covers the full candidate generation pipeline - seed structure creation -> chemical space exploration -> configurational ordering -> defect generation -> ensemble augmentation.

majiayu000 Bundle

Analyzes defense Independent Medical Examination (IME) reports for personal injury litigation, producing a plaintiff-side strategic memorandum with findings summary, treating-physician comparison, bias indicators, and cross-examination roadmap. Use when reviewing defense IME reports during discovery or pre-trial, preparing to depose or cross-examine a defense medical expert, or evaluating IME impact on case valuation. Trigger keywords: IME, independent medical examination, defense expert, medical examination report, cross-examination, bias indicators, impairment rating.

majiayu000 Bundle

Conjecture generation, sequence analysis, and experimental mathematics for mathematical discovery. Covers sequence analysis (OEIS lookups, recurrence relations, generating functions), pattern detection methods (finite differences, ratio analysis, modular patterns), conjecture generation workflow, classical integer sequences (Fibonacci, Catalan, partition numbers, Bernoulli numbers), combinatorial identities, the probabilistic method (Erdos, expected value arguments, Lovasz Local Lemma), AI-assisted discovery (FunSearch, Ramanujan Machine), and confidence calibration with cautionary tales (Mertens conjecture, Polya conjecture). Use when discovering patterns, analyzing sequences, generating conjectures, or working with combinatorial identities.

majiayu000 Bundle

Prepare a structured discovery call plan for any prospect. Use when asked to prepare for a sales call, discovery call, prospect meeting, or first call with a potential customer. Produces a call brief with research, hypotheses, questions, and success criteria.

majiayu000 Bundle

Guide collaborative brainstorming sessions that produce structured documents for Discovery. Use when starting a new product idea, running ideation workshops, or preparing concept documents for AgentFlow import.

majiayu000 Bundle

Comprehensive brand identity system including brand strategy, visual identity (colors, typography, logo direction), messaging architecture (taglines, boilerplates), and tone of voice guidelines with before/after examples and implementation roadmap.

majiayu000 Bundle

Use when planning high-stakes initiatives (migrations, launches, strategic changes) that require clear specifications, proactive risk identification (premortem/register), and measurable success criteria. Invoke when user mentions "plan this migration", "launch strategy", "implementation roadmap", "what could go wrong", "how do we measure success", or when high-impact decisions need comprehensive planning with risk mitigation and instrumentation.

majiayu000 Bundle

Generate and maintain coding standards documentation from existing codebase patterns. Use when creating STANDARDS.md files, onboarding new developers, or documenting team conventions. Evidence-based approach - standards reflect reality, not aspirations.

majiayu000 Bundle

Use when planning and tracking work - creates visible, emergent work breakdown using TypeScript API with just-in-time planning and hierarchical task trees

majiayu000 Bundle

コードベースや要件からVocabulary（語彙）とLaw（守るべき条件）を自動発見するスキル。 名辞抽象（Term/Type）と関係抽象（Law/制約）の両方を抽出し、 /lde-term-card および /lde-law-card への入力を生成する。 使用タイミング: (1) 新規プロジェクトでVocabulary/Lawを洗い出す時、 (2) 既存コードからLaw/Termを抽出する時、(3) 「Lawを発見して」「語彙を抽出して」、 (4) LDEをレトロフィットする時、(5) Phase A-Bで初期Catalogを作る時

majiayu000 Bundle

Product strategist for scoring and ranking feature ideas using RICE/ICE prioritization frameworks, connecting features to business KPIs (retention, growth, revenue), and identifying quick wins vs strategic bets. Use when evaluating product features, prioritizing roadmap items, analyzing feature requests, or making product investment decisions.

majiayu000 Bundle

Use Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.

majiayu000 Bundle

Automatically converts user requests into well-structured GitHub issues. Triggers on requests to "create issues", "turn this into tasks", "break this down", "create a backlog", "epic", "PRD to issues", "file issues for this", or similar task decomposition language.

majiayu000 Bundle

Use when (1) creating GitHub issues from feature plans or bug reports, (2) documenting bugs found during development, (3) managing the project backlog. Creates well-structured GitHub issues with templates and labels.

majiayu000 Bundle

Governance + tooling pattern for storing research artifacts, tagging, and discovery.

majiayu000 Bundle

Complete USGS gauge data integration workflow from spatial discovery to model validation. Handles gauge finding, data retrieval, matching to HEC-RAS features, boundary condition generation, initial conditions, real-time monitoring, and validation metrics (NSE, KGE). Use when working with USGS data, NWIS gauges, generating boundaries from observed flow, calibrating models, validating with observed data, or setting up operational forecasting.

majiayu000 Bundle

Identify high-potential consumer product opportunities by observing "distortive" user behaviors where people use manual workarounds or non-native tools to satisfy a specific motivation. Use this when brainstorming new products, seeking "blue ocean" features, or validating product-market fit for a niche.

majiayu000 Bundle

Conduct comprehensive learning needs analysis including stakeholder interviews, performance gap identification, job/task analysis, and competency mapping. Use when starting any learning project to identify what training is actually needed. Activates on "needs analysis", "training needs", "performance gaps", or "what should we teach".

majiayu000 Bundle

Build or update Node.js + LLM API workflows that replace Codex/MCP UI exploration for web automation at lower cost. Use when a user asks to productize page-structure discovery into a Node runner (Puppeteer/Playwright) with LLM-based element selection, deterministic playback control, cost controls, logging, and fallback paths.

majiayu000 Bundle

Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring domains, anchor-text mix, toxic links, and disavow candidates (backlinks mode) or isolates AI-assistant referral sessions in GA4/GSC/logs and reports their trend, landing pages, and AI-vs-organic conversion (ai-referrals mode). Not for internal links — use site-structure-optimizer; not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-monitor. 外链分析/反向链接/AI流量/AI引荐/ChatGPT流量/AI转化

majiayu000 Bundle

Produce a Platform & Infrastructure Improvement Pack (shared capabilities plan, reliability/performance/privacy targets, scaling triggers, analytics + discoverability decisions, execution roadmap). Use for platform engineering, infrastructure planning, scalability, reliability, and architecture foundations.

majiayu000 Bundle

Project management orchestration for website design and development projects. Use this skill when coordinating multi-agent website projects that require design, frontend development, quality control, accessibility compliance, SEO optimization, and performance analysis. Specifically use for (1) Planning website project workflows, (2) Coordinating design and development agents, (3) Enforcing quality gates and standards, (4) Managing project risks and timelines, (5) Handling stakeholder communication, (6) Ensuring WCAG AAA accessibility compliance, (7) Australian Consumer Law compliance for e-commerce sites, (8) Mobile-first responsive design enforcement.

majiayu000 Bundle

Transform vague product ideas into evidence-anchored problem statements for PRD v0.1 Spark. Triggers on starting new products/features, validating market opportunities, drafting PRD Why sections, or requests like "frame the problem", "define pain points", "write problem statement", "start v0.1", "what problem are we solving". Outputs structured problem tables with CFD evidence IDs.

majiayu000 Bundle

Assess competitor defensibility and define our own moat strategy during PRD v0.3 Commercial Model. Triggers on requests to analyze competitor moats, define our defensibility, assess switching costs, identify vulnerabilities, find wedge opportunities, or when user asks "what's our moat?", "how defensible are they?", "where can we compete?", "switching costs?", "defensibility", "who to target". Consumes Competitive Landscape (v0.2) CFD- entries. Outputs CFD- entries for competitor moats and BR- entries for targeting rules and our defensibility strategy.

majiayu000 Bundle

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.

majiayu000 Bundle

Manages project tasks using the backlog.md CLI tool. Creates, edits, and tracks tasks following proper format and guidelines, breaks down large tasks into atomic units, and maintains task management workflow. Use when working with project backlog or tasks.

majiayu000 Bundle

Expert guidance for designing and implementing onboarding flows in recovery, wellness, and mental health applications. This skill should be used when building onboarding experiences, first-time user flows, feature discovery, or tutorial systems for apps serving vulnerable populations (addiction recovery, mental health, wellness). Activate on "onboarding", "first-time user", "tutorial", "feature tour", "welcome flow", "new user experience", "app introduction", "recovery app UX". NOT for general mobile UX (use mobile-ux-optimizer), marketing landing pages (use web-design-expert), or native app development (use iOS/Android skills).

majiayu000 Bundle

Use when creating, testing, iterating, or managing Claude Code skills. Handles skill scaffolding, git versioning, symlink management, auto-discovery testing, and quality assurance. Triggered by requests to create new skills, improve existing skills, test skill loading, or manage skill infrastructure.

majiayu000 Bundle

Spec-driven source translation & modernization workflow for codebases. Use when asked to migrate/translate a project (e.g., framework/SDK/language upgrade), or when the user wants a structured, externally-validatable implementation loop with PRD + plans + checklists and iterative validation/remediation.

majiayu000 Bundle

Use when designing organizational structure (team topologies, Conway's Law alignment), mapping stakeholders by power-interest for change initiatives, defining team interface contracts (APIs, SLAs, decision rights, handoffs), assessing capability maturity (DORA, CMMC, agile maturity models), planning org restructures (functional to product teams, platform teams, shared services), or when user mentions "org design", "team structure", "stakeholder map", "team interfaces", "capability maturity", "Conway's Law", or "RACI".

majiayu000 Bundle

Progressive search and discovery with structured refinement workflows for file finding, content searching, and safe refactoring operations using fd/find, rg/grep, and ast-grep tools. Use when searching, discovering, or refactoring code with progressive refinement patterns.

majiayu000 Bundle

Systematic vulnerability finding, threat modeling, and attack surface analysis for AI/LLM security assessments

majiayu000 Bundle

Comprehensive web application reconnaissance and mapping coordinator that orchestrates passive browsing, active endpoint discovery, attack surface analysis, and headless browser automation for complete application coverage.

majiayu000 Bundle

Design and implement Next.js 15 + Supabase architecture for web-based escape room games. Handles database schema design, game engine class structure, scene transition logic, evidence discovery systems, and ending branches. Use when architecting web escape room games, designing game state management, or implementing murder mystery game mechanics with Next.js and Supabase.

majiayu000 Bundle

Draft, critique, or rewrite PRDs (product requirements / product specs) and adjacent artifacts (PR/FAQ, acceptance criteria, rollout plan). For AI/LLM features, also draft eval specs (LLM-as-judge) and prompt sets. Output must be in English. Use when the user asks for a PRD/spec/requirements/PRFAQ/evals/prompt sets, or needs help clarifying scope, success metrics, non-goals, user stories, or stakeholder alignment.