API reference

These pages are generated from Python docstrings using mkdocstrings. Import from the naqsha package in application code; domain subpackages mirror the architecture described in Concepts.

• naqsha (flat exports) — Public package (from naqsha import …)
• naqsha.core — Headless Core Runtime, Event Bus, policy, budgets
• naqsha.models — NAP V2 and Thin Model Adapters
• naqsha.tools — Decorator-Driven API and tool execution
• naqsha.memory — Dynamic Memory Engine and Memory Port adapters
• naqsha.orchestration — Team topology and Tool-Based Delegation
• naqsha.tracing — Hierarchical QAOA Trace span helpers
• naqsha.reflection — Reflection Loop and Automated Rollback Manager
• naqsha.tui — Workbench TUI (optional dependency)