區塊鏈

Expert guidance for Docker Compose including multi-container applications, service definitions, networks, volumes, environment variables, health checks, and orchestration. Use this when working with Docker Compose files and container orchestration.

This skill should be used when the user asks to create a change contract, externalize intent for AI-delegated work, or define requirements without implementation details. Produces definitions of done expressed in terms of behavior, constraints, operability, and acceptance criteria through structured interviews.

Provides the "how-to" for workflow / task execution orchestration. Defines methods for planning multi-phase task/workflows, implementing them through agent delegation, and managing artifacts.

Create user-centric product definitions by analyzing the repository, inferring product goals and user needs, clarifying ambiguities through structured questioning, and generating comprehensive product.md documentation. Use when the user mentions "product definition", "define product", "product strategy", or needs to document user personas, pain points, and user journeys.

Implementation of Group Relative Policy Optimization (GRPO) for training reasoning models, optimized for 8x memory savings (triggers: GRPO, reasoning, DeepSeek-R1, reinforcement learning, RLVR, GRPOTrainer, thinking tokens).

Use Go Navigator MCP to explore Go code semantically (packages, symbols, definitions/references, context, metrics, deps) and return file/line/snippets; do not modify code.

Analyze videos using Google's Gemini API - describe content, answer questions, transcribe audio with visual descriptions, reference timestamps, clip videos, and process YouTube URLs. Supports 9 video formats, multiple models (Gemini 2.5/2.0), and context windows up to 2M tokens (6 hours of video).

Use when implementing features, fixing bugs, or making code changes. Ensures scope is defined before coding, then enforces RED → GREEN → REFACTOR test discipline. Triggers: 'implement', 'add', 'build', 'create', 'fix', 'change', 'feature', 'bug'.

Create comprehensive Product Requirements Documents (PRDs) that clearly define product vision, requirements, success criteria, and user needs. Use when planning new features, products, or major initiatives.

Guide developers through property-based testing including property definition, shrinking, and framework-specific implementation

Label taxonomy and triage workflow for GitHub issues. Defines type labels (bug/feature/enhancement/docs/chore), priority levels (critical/high/medium/low), status labels, and triage decision workflow. Use when categorizing and prioritizing issues.

aytordev option namespacing and design patterns. Use when defining module options, accessing configuration values, or understanding the aytordev.* namespace convention.

Validate AgentConfig definitions for the Agent Framework. Use when creating or modifying agent configurations to ensure correct structure, valid tool references, and proper sub-agent composition. Validates TypeScript interfaces and Python Pydantic models.

DeFi protocol expert ensuring correct data formats, types, denominations, and API structures. MUST be consulted before writing ANY protocol integration code. Triggers on ANY mention of Aave, Compound, Uniswap, Curve, Balancer, or DeFi terms like liquidation, swap, flash loan, health factor.

Validate design system consistency, check color usage, ensure dark mode coverage, verify Tailwind config sync. Use when checking design consistency, validating color tokens, ensuring dark mode works, auditing component styling, or maintaining the design system.

Simplify crypto hard filters to essential checks only. Trigger when: (1) crypto symbols fail multiple filters, (2) data_quality/spread/trading_status fail for crypto, (3) yfinance data gaps causing false failures.

Refactor BDD implementation (scenarios, step definitions, feature code) to improve quality and eliminate tech debt while keeping scenarios passing. Use after implement-feature when scenarios are green.

Complete Brand World Design methodology for developing comprehensive brand strategy. Use when users need brand positioning, purpose discovery, audience definition, creative strategy, or want to create a Brand World Document. Includes FOR/ONLY/BECAUSE framework, PITS (Problem-Insight-Truth-Solution), and Seven Chambers journey structure.

Scope and prioritize technical spikes that de-risk architecture or implementation questions.

Use @inkcre/web-design styling system with design tokens, SCSS mixins, and theming.