List persons from Affinity CRM with optional enriched, custom, or relationship-intelligence fields. Retrieve by specific IDs or paginate through all contacts.
Enables LLMs to read and manage Affinity CRM data including companies, persons, lists, opportunities, pipeline stages, notes, custom field details, change history, and network intelligence for warm introductions.
Detect threading issues in PySide6 applications by checking QObject thread affinity, identifying QWidget subclasses on non-GUI threads to prevent GUI freezes, and listing QThread instances.
Reveals tables that co-occur in SQL queries, exposing natural JOIN relationships and data affinity patterns. Use to find related tables or common workflows.
Track field value changes with a complete audit trail: who changed, when, and what value changed. Filter by action, person, or organization for targeted analysis.
Assemble a token-budgeted, relevance-ranked context brief from the shared blackboard for a given task, using semantic relevance, recency, and namespace affinity.