echo

Canonical skill for the echo MCP server (v1.1.1). Local-first, model-agnostic AI toolkit wrapping Ollama: embeddings, semantic search, generation, summarization, pattern matching, and HTML fetch+summarize. Every tool requires the model as a per-call parameter. No defaults, no hardcoded model names, no assumptions.