Task Planning Framework

The Architect. Analyzes the entire request upfront and generates a comprehensive, sequential plan with visual diagrams. Review and modify before execution begins. Ideal for well-defined tasks where the path to the solution is clear.

The Partner. Operates interactively, selecting and executing one optimal task at a time based on conversation context. Maintains full session history for informed decisions. Perfect for exploratory work and debugging.

The Strategist. Autonomous agent using a cyclical "Think, Act, Reflect" loop. Maintains dynamic internal state of goals, facts, and hypotheses. Adapts strategy based on results until the goal is achieved.

The Manager. Divide-and-conquer strategy that recursively decomposes massive goals into a tree of sub-goals and tasks. Manages dependencies and executes in parallel where possible.

The Factory. High-throughput batch operations using templates and variable sets. Generates all combinations and executes simultaneously with configurable concurrency. Ideal for codebase-wide changes.

The Auditor. Enforces strict methodologies (like TDD) using a state machine with validation gates. A 'Referee' agent verifies each step before proceeding, ensuring high-quality output.

The Operator. Assigns a dedicated AI operator to drive a specific tool continuously. Maintains deep session context through repeated interaction until the goal is achieved.

The Board. Multi-agent deliberation where a "Council" of personas (CEO, CTO, QA) collaborates. They nominate tasks, vote on actions, and maintain separate perspectives for balanced decisions.

The Executor. Loads predefined plan templates, substitutes variables from user input, and executes the workflow. Ideal for repeatable processes and sharing proven strategies.