# Orchestration Suggest

> Recommends the optimal reasoning pattern or sequence of skills based on task complexity, constraints, and domain.

- Skill: `felipecustodio/orchestration-suggest` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add felipecustodio/orchestration-suggest`
- Raw SKILL.md: https://api.skillmd.com/api/skills/felipecustodio/orchestration-suggest/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- License: MIT
- Author: felipecustodio (https://skillmd.com/u/felipecustodio)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/felipecustodio/orchestration-suggest

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## 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

1. **Analyze Task Attributes**: Evaluate complexity, domain, certainty, and constraint rigidity.
2. **Match Reasoning Patterns**: Select candidate frameworks (e.g., `sequential-thinking`, `pdr-reasoning`, `tree-of-thought`).
3. **Construct Execution Sequence**: Order selected patterns into a coherent workflow pipeline.
4. **Provide Rationale**: Explain why the chosen sequence fits the task profile.

## Expected Output Contract

```markdown
### 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.