Smart orchestrator
🧠 Custom skills for Claude AI — includes Smart Orchestrator (adaptive response depth) and Omni-Expert (precision expert persona selector). Plug-and-play SKILL.md files for Claude environments that support custom skills.
npx -y skills add ZGE26/Claude-Skill --skill smart-orchestratorAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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What its author says it does
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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.md
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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.
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
🟡 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.
🔴 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.
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