
Analyze prompt cache hit rates, estimate cost savings from cached system prompts and memories, and recommend improvements to caching strategy. Use when checking cache performance, investigating high token costs, optimizing cache hit rates, or diagnosing slow cache warmup.
Add a Laravel MCP server to any project — full domain coverage with dual transport (HTTP + stdio)
Reduce token usage by selecting a planning strategy, loading Serena memories, enforcing symbol-first exploration, and reporting savings. Use when starting a non-trivial task, asking to reduce token costs, requesting efficient execution, or wanting optimized Claude Code workflows.
Search the web for latest Claude API changes, compare findings to existing documentation, and apply targeted updates to keep prompts and configs current. Use when docs are outdated, after a Claude API update, to refresh system prompts, or to validate documentation accuracy.
Manage Serena memories and session context — load, save, refresh, inspect, and clear project knowledge
Initialize Claude Code optimization for a new project — detect stack, create memories, generate constitution, configure settings
Add an AI assistant chat panel to any Laravel project — with tool calling, streaming, and MCP support