Enforce safe behavior changes in AMAN/DMAN domain code in this repository. Use when editing sequencing, planning, trajectory prediction, timeline behavior, navigation, weather, presenter-model boundaries, or shared-state contracts.
This skill should be used when creating visual assets for educational content. It provides professional creative brief methodology to activate reasoning mode for distinctive, pedagogically effective visuals.
NetworkSim provides provider network intelligence using real NPPES data (8.9M providers). Use this skill for ANY request involving: (1) provider search by specialty or location, (2) facility search (hospitals, nursing homes, clinics), (3) NPI validation, (4) network adequacy assessment against CMS/NCQA standards, (5) healthcare desert identification, (6) provider density analysis, (7) network roster generation, (8) hospital or physician quality metrics, (9) cross-product provider assignment, (10) pharmacy network analysis.
Create Product Requirements Documents (PRDs), Architecture Documents, Epics, and User Stories using the BMAD (Breakthrough Method for Agile AI Driven Development) methodology. Use when user requests PRDs, architecture docs, epics, stories, or product planning documentation that follows structured agile practices with deep context and detail.
Automatically process invoices (发票) from PDFs/images to Excel spreadsheets using AI vision recognition. Use this skill when users mention "发票", "invoice", "处理发票", "识别发票", "提取发票", or need to convert invoice files to Excel format.
Assiste au développement avec le framework e-commerce Vendure pour Node.js. Gère le commerce headless, les APIs GraphQL, la gestion des commandes, les catalogues produits, l'intégration des paiements et le développement TypeScript e-commerce. Utiliser lors du travail sur des projets Vendure, la création de plugins, ou l'intégration de storefronts.
SOTA metrics for evaluating range bar (price-based sampling) financial data. Use when computing Sharpe ratios, risk metrics, ML prediction quality for range bars. TRIGGERS - range bar metrics, evaluate range bars, Sharpe ratio range bars, WFO metrics, walk-forward metrics, BiLSTM evaluation, crypto metrics, daily aggregation, sqrt(7), sqrt(365), PSR DSR MinTRL, IC information coefficient.
Create comprehensive user journey maps that identify pain points, opportunities, and emotional states across touchpoints. Use when mapping user experiences or analyzing conversion flows.
Access past architectural and technical decisions with their rationale. Contains decisions made over time with context, alternatives considered, and reasoning. Use when asked why something was decided, checking past rationale, understanding trade-offs, or reviewing architectural history. Triggers: why did we decide, past decision, rationale, what was decided, trade-offs, ADR.
Strategic go-to-market partner that recommends channels, validates strategy with the user, and generates only the assets that matter. Use when a user has a validated business idea and needs tailored GTM strategy, not generic marketing assets.
Feedback-driven skill improvement through tool outcome analysis. Collects execution data and surfaces insights for skill refinement. Use this skill when you want to: - Understand how skills are performing ("show skill feedback", "how are skills doing") - Get insights on skill effectiveness ("skill insights", "what skills need improvement") - Identify skills that need improvement ("which skills have errors") - Analyze tool usage patterns ("what tools are failing", "error hotspots") - Set up feedback collection ("enable feedback", "setup feedback tracking")
Diagnose requirements problems and guide discovery of real needs and constraints. This skill should be used when the user asks to 'analyze requirements', 'clarify what to build', 'define the problem', 'scope a project', 'prioritize features', or needs help distinguishing stated wants from underlying problems. Keywords: requirements, problem statement, scope, constraints, needs, prioritization, MoSCoW, discovery.
Specialized skill for conducting detailed architectural analysis of lunar rover systems and subsystems.
This skill should be used when the user says "brainstorm", "deep analysis", "let's think through", "analyze this with me", or "help me think through". Also used by /humaninloop:specify for input enrichment when feature descriptions lack Who/Problem/Value clarity. Provides progressive deep analysis through one-by-one questioning with 2-3 options per question and clear recommendations. Challenges disagreement to strengthen thinking and concludes with a synthesis document.
Generic product context template for creating product vision, goals, and constraints skills. Auto-invoke when user requests product skill creation, product context framework, or strategic alignment templates. Do NOT load during actual product work (use project-specific skills instead).
Generates sequences of high-leverage tasks that increase understanding and improve the code. Use when: - "what should I work on next?" - suggests prioritized tasks - "create a plan for this repo" - generates a curriculum - "what's the roadmap?" - shows curriculum overview - "help me onboard to this codebase" - creates learning tasks - "plan a refactor" - structures improvement work - "prioritize these features" - organizes work into tracks - "make an onboarding plan" - creates a learning path - "create a learning path for this repo" - sequences learning tasks - "roadmap this refactor" - plans improvement work - "write the curriculum to disk" - persists plan artifacts
Real-time work context tracking for session continuity. Maintains task/step state across sessions, tracks progress, manages logs, integrates with phase enforcement.
Guide AI-assisted learning that empowers learners while maintaining appropriate boundaries. Use when teaching, explaining concepts, or helping someone who is struggling to understand.
Persistent working memory for coding sessions. Automatically tracks what you're doing, why you're doing it, decisions made, and what's next. Trigger phrases: - "resume where we left off" - "what were we doing?" - "recap this repo" / "catch me up" - "remember this decision: ..." - "why did we decide to ..." / "what was the rationale for ..." - "what's next?" / "what should I work on?" - "what are the open questions?" - "save this as a project rule"
Act as an assistive outline coach who guides structural development through questions. Use when helping someone develop their own outline through diagnosis and frameworks. Critical constraint - never generate outline content. Instead ask questions, identify structural issues, suggest approaches, and let the writer structure.
