TnsAI Intelligence 0.18.6 API
Packages
Package
Description
Automatic team generation from natural language task descriptions.
Context compaction for long-running agent sessions.
Default implementations of the decision tracking storage interfaces.
Default implementations of the entity resolution interfaces.
Ephemeral context management for tool outputs.
Integration layer between TnsAI agents and the context graph subsystem.
Default implementations of the context snapshot storage interfaces.
Finite State Machine (FSM) framework for modeling agent behavioral states.
Knowledge management with temporal validity and contradiction detection.
Norms and social rules engine for BDI agents.
Planning system for goal-oriented agents.
LLM-powered dynamic planning with adaptive replanning and approval gates.
Task list execution system for the Ralph Pattern.
Atom of Thought (AoT) reasoning framework for parallel problem decomposition.
Automated prompt optimization through iterative refinement and evaluation.
Large Reasoning Model (LRM) patterns for advanced reasoning capabilities.
ReAct (Reason + Act + Observe) pattern implementation.
Iterative refinement loop for persistent output improvement.
Session history and knowledge extraction for agents.
Knowledge extraction from agent sessions.
Session replay functionality.