Blueprint Builder Skill

Triggers

• "create a blueprint", "build a blueprint", "make a blueprint"
• "design a blueprint", "write a blueprint", "new blueprint"
• "blueprint for X", "need a blueprint for X"
• "there's no blueprint for X", "missing blueprint"
• "create a task type", "new task type", "add a task type"
• "create a workflow", "build a workflow"
• "teach MA how to do X"

Workflow

1. Capability Analysis — Understand what the user wants MA to be able to do. Extract: task description, inputs needed, outputs produced, whether entity creation / web research / multi-mode is needed. Check existing blueprints for overlap.

2. Blueprint Design — Design the structure: modes (if multi-modal), phases per mode, interactive pauses, output format, tool calls needed. Follow mandatory conventions:

   • Header → Goal → Mode Detection → Architecture → Step Pattern → Phases → Guidelines
   • 150-400 lines target
   • Explicit tool call syntax in every phase
   • DO/DON'T guidelines specific to this task type

3. Write Blueprint — Write

   MA-blueprints/modules/{task_type}.md

   with full production-quality blueprint.

4. Write Skill Files — Write

   MA-skills/{skill-name}/SKILL.md

   (YAML frontmatter + triggers + workflow + tools) and

   MA-entity/entity_ma/skills/{skill-name}.md

   (compact runtime reference, under 80 lines).

5. Generate Classifier — Generate the exact TASK_TYPES, COMPLEX_TASK_TYPES, and RULES entries for MA-tasks.js. Write to a registration summary file with verification instructions.

6. Summary — Present: files created, registration snippet, test commands, capability description.

Quality Standards

• Blueprint must be self-contained — executable by an LLM with no external context
• Every phase needs concrete tool call examples
• Keywords designed to avoid collision with existing 17 task types
• Mode detection tables include ASK fallback for ambiguity
• Output always goes to workspace files, not chat

Tools Used

• ws_list

  — Check existing blueprints for overlap

• ws_read

  — Read existing blueprints for pattern reference

• ws_write

  — Write blueprint, skill, and summary files