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Portfolio allocation and rebalancing optimizer. Manages asset allocation across stocks/cash/bonds, performs periodic rebalancing, and ensures diversification according to market regime and risk tolerance.
Policy และ mechanisms สำหรับ detect, classify และ protect PII data ใน data platform
Expert UI/UX design guidance for building unique, accessible, and user-centered interfaces. Use when designing interfaces, making visual design decisions, choosing colors/typography, implementing responsive layouts, or when user mentions design, UI, UX, styling, or visual appearance. Always ask before making design decisions.
One-step preference alignment using Odds Ratio Preference Optimization (ORPO) (triggers: ORPO, preference optimization, alignment, ORPOTrainer, log_odds_ratio, binary preference).
Integrate Claude agents into training and live trading (v3.0). Trigger when: (1) setting up multi-agent training, (2) adding agent consultation to live trading, (3) configuring orchestrator, (4) understanding agent roles and safety mechanisms.
Guide users through creating Architecture Decision Records (ADRs) by systematically gathering all required information and formatting it into a complete, high-quality ADR document. Use when users want to (1) Document an architectural decision, (2) Create an ADR, (3) Record design choices, (4) Formalize architecture discussions, or (5) Need help structuring architectural documentation.
Critically analyze content for logical gaps, unsupported claims, and potential counterarguments. Does not modify content.
Knowledge about AIND data infrastructure including MongoDB/DocumentDB access patterns, S3 asset storage, collection schemas, and query patterns. Use when working with AIND analysis results, querying metadata, or accessing stored assets.
Comprehensive guide to cloud pricing models, cost structures, and optimization strategies across major providers.
Provides expert UX analysis, usability assessment, and accessibility audit. Use this skill when the user needs user experience evaluation, accessibility review, or user flow analysis. Triggers include requests for UX review, accessibility audit, or when asked to evaluate usability and user journey patterns. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.
Constructs valuation models and price targets for a company using DCF, multiples, and scenario analysis. Use this when asked about "fair value", "target price", "is it cheap/expensive", or "valuation".
Load when analyzing performance metrics, creating reports, setting up tracking, evaluating growth experiments, or any task involving data-driven decision making for content and audience growth. Contains KPIs, benchmarks, and reporting frameworks.
Core skill for setting actionable goals using intent analysis and SMART criteria tailored for autonomous agents. Ensures tasks are Specific (tool-level), Measurable (verification-based), Achievable (context-sufficient), Relevant (scope-strict), and Time-boxed (single-turn).
Translate technical analysis into business language. Use when explaining statistical concepts to non-analysts, simplifying technical findings, or bridging communication between data teams and business stakeholders.
Provides ruthless prioritization framework for product decisions. Use when advising what to build next, challenging feature ideas, evaluating new features against Impact vs Effort matrix, applying stage-based rules (pre-launch, post-launch, growth), or keeping roadmaps focused by filtering feature creep. Enforces retention-first mindset and validates features against real user needs versus imaginary requirements.
Transform abstract goals into concrete, actionable tasks through Socratic questioning and hierarchical decomposition. Use when users need to (1) break down complex projects into manageable parts, (2) clarify vague ideas into specific implementations, (3) generate systematic project structures, (4) explore multiple solution paths, (5) create task hierarchies for any domain (software, business, personal goals, research, construction). Triggers include requests to "break down", "decompose", "plan", "structure", "ideate", "brainstorm systematically", or transform ideas into actionable tasks.
Strategies for maximizing travel value including timing, booking strategies, and cost-saving alternatives. Triggers when budget constraints are mentioned or when finding value-oriented options.
Load when planning referral programs, partnership strategies, viral loops, cross-promotion campaigns, or any subscriber/audience acquisition tactics. Contains proven growth strategies for newsletters and publications.
Technical documentation architect that creates comprehensive technical documentation (both short-form guides and long-form manuals) with architecture diagrams, design rationale, and implementation guides. Explains the what and the why.
Cybernetic field commander and intelligence officer. Handles reconnaissance, risk mitigation, truth extraction, and stealth operations.
