felipecustodio Overview & Purpose
Orchestration Suggest acts as a meta-cognitive router, analyzing a user prompt and recommending which specific reasoning skills or workflows should be chained together for optimal problem solving.
When to Use
- Complex Unstructured Prompts: When it is unclear which thinking framework is best suited.
- Workflow Planning: Designing multi-stage agent execution chains.
Execution Workflow
- Analyze Task Attributes: Evaluate complexity, domain, certainty, and constraint rigidity.
- Match Reasoning Patterns: Select candidate frameworks (e.g.,
sequential-thinking,pdr-reasoning,tree-of-thought). - Construct Execution Sequence: Order selected patterns into a coherent workflow pipeline.
- Provide Rationale: Explain why the chosen sequence fits the task profile.
Expected Output Contract
### Recommended Orchestration Pipeline
1. `Step 1: [Skill Name]` - [Rationale]
2. `Step 2: [Skill Name]` - [Rationale]
- **Estimated Complexity**: [Low / Medium / High]
Scripts
scripts/orchestration_suggest.py- Deterministic evaluation, state validation, and CLI tool for orchestration-suggest.