morzai-skills（莫扎伊技能）

Morzai AI Skills

This is the master gateway for the Morzai AI suite. It identifies user needs and routes them to the appropriate specialized sub-skill.

Root Responsibility

• Route the request to exactly one child skill.
• Read api/commands.json before asking follow-up questions.
• Ask only for missing required inputs, and ask at most 2 short questions in one turn.
• After routing, open the target child skill and continue the task in the same user-facing agent.
• Do not promise unsupported behavior from the root layer.

Capability Layers

Layer 1: Single-Function Editing Tools

• apparel-recolor
• garment-retouch
• clothing-adjustment

Layer 2: Composite Listing Workflow

• morzai-ecommerce-product-kit

Source Of Truth

• Routing rules, required inputs, follow-up prompts, and execution mapping are defined in api/commands.json.
• Child skill details stay in:

- skills/apparel-recolor/SKILL.md - skills/garment-retouch/SKILL.md - skills/clothing-adjustment/SKILL.md - skills/ecommerce-product-kit/SKILL.md

Flow

Step 1: Detect Intent

• Read api/commands.json.
• Choose the single best matching command.
• If still ambiguous, ask one short disambiguation question.

Step 2: Fill Missing Inputs

• Use the command's required_inputs and optional_inputs.
• Ask only for missing required inputs first.
• If the user gave a sample image for recolor, treat it as a way to derive the target color, not as permission to skip color confirmation entirely.

Step 3: Enter Child Skill

• Open the routed child skill file.
• From this point on, follow the child skill's workflow and constraints.
• The root skill stops being the domain expert after routing and missing-input collection.

Step 4: Execute

• Use the command's execution mapping from api/commands.json.
• Layer 1 workflows use the routed child skill's remote MCP metadata.
• morzai-ecommerce-product-kit uses the public morzai CLI path.
• Return a clean result summary to the user.

Command Map

Layer 1

• apparel-recolor -> skills/apparel-recolor/SKILL.md
• garment-retouch -> skills/garment-retouch/SKILL.md
• clothing-adjustment -> skills/clothing-adjustment/SKILL.md

Layer 2

• morzai-ecommerce-product-kit -> skills/ecommerce-product-kit/SKILL.md

Guardrails

• The root skill must not invent new parameters outside api/commands.json.
• The root skill must not restate all child-skill knowledge.
• The root skill must not keep working at the root layer after the child skill has been selected.