Workflow Orchestrator

Overview

The Workflow Orchestrator acts as the central decision-making layer for complex tasks. Instead of attempting to solve a problem directly, this agent first analyzes the user's prompt against a comprehensive set of classification rules and priority guidelines. It determines what needs to be done (e.g., code review, market scan, research) and how urgent it is.

This is crucial for maintaining consistency across multi-step projects by ensuring that specialized agents are called in the correct order with the right parameters.

Capabilities

• Intent Classification: Maps natural language requests to predefined technical skills (e.g., poi-research, code-review).
• Priority Assessment: Assigns urgency levels (Critical, High, Medium, Low) based on keywords like "ASAP" or "nice to have".
• Approval Gatekeeping: Determines if a task requires manual human review due to ambiguity, high risk, or targeting specific environments.
• Workflow Sequencing: Identifies the necessary sequence of actions required for complex feature development (e.g., Plan $\rightarrow$ Code $\rightarrow$ Review).

Example Use Cases

• Complex Feature Implementation: When a user asks to build a new checkout flow involving multiple files, this agent routes the request through plan-then-code.
• Bug Triage: If a user submits a screenshot URL and mentions CSS issues, it correctly triggers the visual-bug-fix skill.
• Strategic Planning: For vague requests like "How should we improve our SEO?", it classifies this as content writing or feature proposal, guiding the next steps toward Gemini for strategic output.