OpenBMB

Orchestrate ClawXMemory retrieval using memory_search first and memory_get for exact file reads. Use when the user asks for historical context, project progress, project collaboration rules, or user profile facts.

Audit ClawXMemory memory quality with a read-only Dream pass over current file memories and the global profile.

Browse ClawXMemory status and recent indexes using memory_overview first, then memory_list, and memory_get only for exact detail reads.

Diagnose and maintain ClawXMemory index health using scripts and tools. Use when installation, indexing, or data quality looks wrong.

Greet the user in a distinctive, easy-to-verify format for skill activation demos.

Use the existing Python execution tools as a scratchpad for calculations, data transformation, and quick script-based validation.

Call REST APIs from Python, parse JSON responses, and report the useful fields back to the user.