# Orchestrator Lite

> Lightweight orchestrator for quick direction. Analyzes only a small number of new variables based on Serena memory.

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

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# Orchestrator-Lite

This skill is used for quick direction setting or lightweight judgment when complex deep analysis is not required.
It aims to provide a rapid response by drastically shortening the overall process.

## 1. Purpose & Characteristics
*   **Purpose**: Propose a quick direction for problem-solving.
*   **Characteristics**: Skips or reduces deep investigation steps.
*   **Focus**: Based on information already in Serena memory, analyze only **1~2 new variables** in the current situation.

## 2. Lite Protocol

Operates as a reduced version of `orchestrator-investigator`.

*   **PHASE Reduction**:
    *   Problem Redefinition (Can be omitted, go straight to the point).
    *   Context Exploration (Focus on memory matching quickly).
    *   Judgment (Provide intuitive and immediate guidance).

*   **Output Constraints**:
    *   Total response length must not exceed **10 lines**.
    *   Highlight only the most core 1~2 points.

## 3. Recommended Use Cases
*   Simple configuration check requests.
*   Recurrence of already known patterns.
*   When the user wants a quick check ("Yes/No" or "A vs B").

## 4. Constraints
*   If complex causal analysis is needed, do not judge by yourself; propose **Escalation** to the main `orchestrator-investigator`.
*   Serena memory must be active to operate.