全部能力

iot-witness-verify — an installable skill for AI agents, published by ruvnet/ruflo.

Trace agent execution by collecting spans and building a trace tree for a task

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple…

cost-optimize — an installable skill for AI agents, published by ruvnet/ruflo.

ddd-aggregate — an installable skill for AI agents, published by ruvnet/ruflo.

federation-init — an installable skill for AI agents, published by ruvnet/ruflo.

iot-anomalies — an installable skill for AI agents, published by ruvnet/ruflo.

federation-status — an installable skill for AI agents, published by ruvnet/ruflo.

ddd-validate — an installable skill for AI agents, published by ruvnet/ruflo.

federation-audit — an installable skill for AI agents, published by ruvnet/ruflo.

iot-register — an installable skill for AI agents, published by ruvnet/ruflo.

ddd-context — an installable skill for AI agents, published by ruvnet/ruflo.

cost-report — an installable skill for AI agents, published by ruvnet/ruflo.

Patterns for building AI agents that learn from their own execution, detect failure modes, and improve autonomously. Covers feedback loops, performance regression detection, memory curation, skill extraction, and meta-learning architectures. Use when building agents that need to get better over time, managing auto-memory, or designing self-correcting systems.

Ruby on Rails architecture and coding patterns from Basecamp. Use when writing, reviewing, or refactoring Rails code to follow proven conventions for models,…

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.

Expert architectural standards for building scalable Godot GAMES (RPGs, Platformers, Shooters) using the Composition pattern (Entity-Component). Use when…

This skill should be used when the user asks to "optimize prompts", "design prompt templates", "evaluate LLM outputs", "build agentic systems", "implement RAG", "create few-shot examples", "analyze token usage", or "design AI workflows". Use for prompt engineering patterns, LLM evaluation frameworks, agent architectures, and structured output design.

Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency,…

Meta-agent for creating new custom agents, skills, and MCP integrations. Expert in agent design, MCP development, skill architecture, and rapid prototyping.…