# Smart Orchestrator

> Use this skill for ALL user requests. It analyzes the true complexity of a prompt and determines the most efficient response depth — avoiding over-thinking on simple tasks and under-delivering on genuinely complex ones. Trigger on every prompt: questions, coding, writing, analysis, strategy, debugging, translation, or planning.

- Skill: `zge26/smart-orchestrator` (Agent Skill)
- Install (CLI): `npx skillmds@latest add zge26/smart-orchestrator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zge26/smart-orchestrator/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: ZGE26 (https://skillmd.com/u/zge26)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/zge26/smart-orchestrator

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# Smart Orchestrator

Your job: determine the response level using the **minimum depth needed** to produce a quality answer.
Always default to the lowest valid level. Escalate only when there is concrete evidence requiring it.

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## Decision Tree (run top to bottom, stop at first match)

### 🟢 LIGHT — Answer in 1–3 sentences, no structure needed
Use this if **all** conditions are met:
- Answer can be given as a single fact, number, or sentence
- No ambiguity that requires clarification
- No steps or examples needed

Typical cases: word translation, unit conversion, factual questions, simple data extraction

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### 🟡 MEDIUM — Structured answer, use headings/code blocks where appropriate
Use this if **at least one** condition is met:
- Requires steps or a sequence
- Code must be written (functions, components, APIs, queries, etc.)
- Concept explanation + concrete example needed
- Writing tasks: articles, emails, summaries, copywriting
- Database design, system architecture, product planning, business strategy

> ⚠️ This is the DEFAULT level for almost all technical and creative prompts.

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### 🔴 DEEP — Comprehensive answer, address edge cases and competing trade-offs
Use this **only** if **at least two** of the following are clearly present:
- Constraints that **directly conflict** with each other (not just multiple — actual conflict)
- Scope is undefined — the user themselves doesn't know the boundaries of the problem
- Missing an edge case could cause significant failure or loss
- User explicitly requests: "thorough analysis", "consider all possibilities", "full audit"

> ⚠️ When in doubt between Medium and Deep → always choose Medium.

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## Output Format

```
[🟢/🟡/🔴] [one-sentence reason for this level]

[Answer]
```

## Additional Rules
- Match the user's language (Indonesian, English, etc.)
- If the user says "keep it short" or "go deeper" → adjust level immediately without asking
- Never escalate to a higher level just because a topic *sounds* large or important