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Search the memory system for facts and entities.
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Based on SOC occupation classification
| name | memory-search |
| description | Search the memory system for facts and entities. |
Search the persistent memory system for stored facts, entities, and relationships.
search_memory(query="<QUERY>", limit=<LIMIT>)
get_entity(name="<ENTITY_NAME>")
Generate and apply structured code changes to a file
Fix agents that read stale production data instead of classifying direct benchmark prompts — add format detection at top of instructions
Diagnose and fix sub-agent configuration issues in YAML + instruction files that cause timeouts, tool failures, or degraded performance
Fallback persistence paths when primary tools (store_memory, create_note, write_file) are unavailable — memory blocks, task resolution fields, CRM notes, and reporting, in priority order.
Compose and send an email — using native GWS tools (never gog CLI for replies)
Create, advance, and resolve CRM tasks correctly — respecting status transitions, handling retries, and avoiding common API pitfalls.