Morzai Skills

Unified entry point for Morzai workflows. Routes requests through api/commands.json into the matching child skill.

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.