Lifestyle

Runs this project's full suite of validation and health checks. Use when 'something is wrong' or for a general checkup.

Game state synchronization, snapshot systems, and conflict resolution for consistent multiplayer experience

Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.

Recipe collection manager. Extracts recipes from URLs (websites, Instagram, YouTube), images, and Apple Notes. Stores in structured YAML format with family preferences tracking. Supports sync to/from Notion.

Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Protocol, MCP server, MCP tool, stdio transport, SSE transport, tool discovery, resource provider, prompt template, external API integration, Gemini CLI MCP, Claude MCP, agent tools, tool execution, server config. Use when: building MCP servers, integrating external APIs as MCP tools, discovering available MCP tools, executing MCP capabilities, configuring multi-server setups, designing tools for AI agents.

Comprehensive personal finance management system for analyzing transaction data, generating insights, creating visualizations, and providing actionable financial recommendations. Use when users need to analyze spending patterns, track budgets, visualize financial data, extract transactions from PDFs, calculate savings rates, identify spending trends, generate financial reports, or receive personalized budget recommendations. Triggers include requests like "analyze my finances", "track my spending", "create a financial report", "extract transactions from PDF", "visualize my budget", "where is my money going", "financial insights", "spending breakdown", or any finance-related analysis tasks.

Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog, New Relic, ELK stack, logs, metrics, traces, on-call, production monitoring, health checks, uptime, availability, dashboards, post-mortem, incident management, runbook. Completes SDD Stage 8 (Monitoring) with comprehensive production observability: - SLI/SLO definitions and tracking - Monitoring stack setup (Prometheus, Grafana, ELK, Datadog, etc.) - Alert rules and notification channels - Incident response runbooks - Observability dashboards (logs, metrics, traces) - Post-mortem templates and analysis - Health check endpoints - Error budget tracking Use when: user needs production monitoring, observability platform, alerting, SLOs, incident response, or post-deployment health tracking.

Generate discovery call prep materials, qualification checklists, and scoring frameworks to determine if a lead should be pursued based on problem fit, authority, budget, urgency, and solution fit. Use when preparing for discovery calls.

Generate brand identity and content patterns. Use when: setting up marketing for a product/personal brand, creating content patterns, or updating brand voice. Outputs brand-voice.md, positioning.md, content-pillars.md, and patterns/. Channel-agnostic - works regardless of GTM motion. Requires Canvas files.

Optimize user onboarding to reduce time-to-value and increase activation rates. Design clear paths to the "aha moment" through checklists, product tours, educational content, and personalized flows. Generate actionable HTML reports with funnel analysis, email sequences, and A/B testing plans.

Verify that each plugin has a CHANGELOG.md with an entry for the current version from plugin.json. Use when (1) before creating a pull request or release to ensure version history is documented, (2) after bumping version numbers with bump-version, (3) when asked to verify project health or release readiness, (4) during release preparation to confirm all changes are documented, (5) as part of comprehensive validation alongside check-versions and check-skill-counts, (6) when onboarding a new plugin to ensure proper version documentation.

[Aesthetics] Maps aesthetic briefs to cultural references: art movements, photography, film, architecture, music, fashion. Outputs reference lists with visual language analysis. Organizes findings as Image and Memo nodes in Brain canvas.

Verify architecture health including layer violations, circular dependencies, package structure, and design pattern compliance

Parse and analyze personal financial transaction CSV exports to calculate account totals and generate detailed breakdowns. Use when the user asks to analyze transaction data, generate financial summaries, calculate account balances, or review spending from CSV exports. Supports account grouping (Galicia, Mercado Pago, Quiena, LLC/Relay, HSBC, Crypto), automatic internal transfer detection, and detailed transaction listings.

Use when managing Shannon CLI performance and costs - check cache statistics, clear stale entries, set budgets, understand automatic model selection and cost optimization

Multithreading and concurrency patterns for game servers including synchronization primitives

Respond with different character personalities (pirate, butler, professor) when the user requests character-style responses. Use when the user says phrases like "talk like a pirate", "respond as a butler", "explain like a professor", or similar requests in Japanese or English.

Build stateless MCP servers with TypeScript on Cloudflare Workers using @modelcontextprotocol/sdk. Provides patterns for tools, resources, prompts, and authentication (API keys, OAuth, Zero Trust). Use when exposing APIs to LLMs, integrating Cloudflare services (D1, KV, R2, Vectorize), or troubleshooting export syntax errors, unclosed transport leaks, or CORS misconfigurations.

This skill should be used when the user asks to "validate requirements", "review requirements quality", "check requirements completeness", "verify traceability", "check INVEST compliance", "validate user stories", "requirements health check", "quality gate check", or when running /re:review validation.

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