Deep expertise in @aptos-labs/ts-sdk for building Aptos dApps. Covers account management, transaction building, querying, fungible assets, digital assets (NFTs), keyless auth, multisig, sponsoring transactions, and advanced patterns.
Publishing Nethercore games. Triggers on "publish game", "release", "upload", "ROM packaging", "nether pack", "CI/CD", "GitHub Actions". **Load references when:** - ROM packaging details -> `references/rom-packaging.md` - CI workflow templates -> `references/ci-workflows.md`
Comprehensive guide to technical skills, knowledge areas, and competencies required for BitSleuth Wallet development. Covers React Native/Expo mobile development, Bitcoin protocol expertise, cryptography, security best practices, and platform-specific knowledge for building a professional-grade Bitcoin wallet.
Integration with AppFlowy project management tool for task tracking, database management, and workspace organization. Use when working with AppFlowy, managing project tasks, creating databases, organizing workspaces, syncing agent work with project tracking, syncing documentation or tasks to AppFlowy, setting up automated sync workflows, or when the user mentions AppFlowy, project tracking, task management, or sync automation. Includes generic sync script that works with ANY project. Supports rich text formatting (bold, italic, code, links, strikethrough) and git pushsync workflow for automated syncing.
Write Product Requirements Documents (PRDs) with structured workflow. Triggers: 'write a PRD', 'product spec', 'feature requirements', 'product requirements', 'create PRD', or any request to document product/feature specifications. Includes codebase analysis, iterative drafting, user story generation with acceptance criteria, and optional GitHub issue creation.
Comprehensive product management guidance for planning, prioritizing, and growing digital products. Use when managing product backlog, conducting market research, defining product strategy, prioritizing features, writing user stories, analyzing competitors, setting product vision, planning releases, measuring success metrics, or making product decisions. Helps with competitive analysis, market sizing, user research, roadmap planning, OKR setting, and go-to-market strategy. Ideal for product owners, founders, and product managers building web and mobile applications.
Assess assumptions on certainty and risk to prioritize validation efforts. Use at project start or before phase transitions.
Statistical analysis toolkit for hypothesis testing, regression, correlation, Bayesian statistics, power analysis, and APA reporting. USE when conducting academic research, analyzing experimental data, testing hypotheses with t-tests or ANOVA, performing regression analyses, calculating effect sizes, checking statistical assumptions, or generating publication-ready statistical reports. Do not use for literature reviews, tool selection, or methodology design → see conducting-research skill.
Detect behavioral drift and alignment degradation over time.
Transform raw research into actionable insights that inform design decisions. Use during Define phase after completing research.
Pipeline contract enforcement for ZINC-Fusion-V15 soybean oil forecasting system. Use when working on any ZINC-Fusion-V15 task involving schema definitions, training pipelines, L0 specialists, data ingestion, MLflow configuration, or debugging contract drift. Triggers on mentions of Prisma database, specialist models, horizon encoding, quantile outputs, OOF predictions, or any ZINC-Fusion development work.
Create Architecture Decision Records (ADRs) documenting WHY decisions were made. Uses standard ADR format (Status/Context/Decision/Consequences).
Expert UX design guidance for user research, information architecture, user flows, wireframing, usability testing, and design system UX patterns. Use when planning user experiences, conducting user research, creating user journeys, optimizing conversion funnels, improving accessibility, or designing intuitive interfaces. Includes heuristic evaluation and cognitive load optimization.
Clarifies goals and applies structured thinking frameworks (Pareto, Inversion, First-Principles) to complex problems. Use when exploring constraints, analyzing decisions, or applying structured reasoning to uncover hidden assumptions.
Use SAP-RPT-1-OSS open source tabular foundation model for predictive analytics on SAP business data. Handles classification and regression tasks including customer churn prediction, delivery delay forecasting, payment default risk, demand planning, and financial anomaly detection. Use when asked to predict, forecast, classify, or analyze patterns in SAP tabular data exports (CSV/DataFrame). Runs locally via Hugging Face model.
This skill should be used when the user asks to "evaluate if TBC covers a use case", "decide which TBC component to use", "check if a TBC template fits", "research TBC capabilities", "find the right TBC template", "analyze if custom step is needed", "compare TBC templates", or needs to determine whether To-Be-Continuous framework components can solve a CI/CD requirement before generating configuration.
Expert data science guidance for analytics, data processing, visualization, statistical analysis, machine learning, and AI integration. Use when analyzing data, building ML models, creating visualizations, processing datasets, conducting A/B tests, optimizing metrics, or integrating AI features. Includes Python (pandas, scikit-learn), data pipelines, and model deployment.
Calculates Net Income, Personal Income Tax (PIT), and Social Insurance (BHXH) based on Vietnam's progressive tax brackets.
