Assembler Agent Pattern

Coordinate AI coding agents to execute work orders and integrate versioned code.

Updated Dec 18, 2025
One-click install
npx skills add https://github.com/multicam/trading-views --skill assembler-agent-pattern
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Assembler Agent Pattern
Source: https://github.com/multicam/trading-views/tree/main/.claude/skills/assembler-agent
Command: npx skills add https://github.com/multicam/trading-views --skill assembler-agent-pattern

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Assembler Agent Pattern provides a structured method to convert planner work orders into concrete, versioned software implementations by coordinating AI coding agents, human reviews, and automated testing throughout the lifecycle.

Core Features & Use Cases

  • Plan translation: Translate work orders into executable implementation steps and tasks.
  • Iterative development: Manage iterative cycles with verification, tests, and acceptance criteria until green.
  • Versioned delivery: Output code committed to version control with clear references to work orders.
  • Quality & documentation: Generate tests, docs, and implementation notes to support validation.

Quick Start

Use the Assembler Agent Pattern to implement WO-001: translate the work order into a codebase in src/, run the test suite, and produce an implementation report.

Frequently Asked Questions about Assembler Agent Pattern

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate code delivery with AI agents coordinating work orders?

Assembler Agent Pattern automates code delivery by coordinating AI coding agents to execute work orders end-to-end. It translates planner work orders into implementation steps, manages iterative development cycles with testing and verification, commits versioned code to version control, and generates documentation—converting abstract requirements into production-ready software with clear audit trails.

Can I use AI agents to manage plan-to-production workflows with version control integration?

Yes. Assembler Agent Pattern manages plan-to-production loops by coordinating agents through context gathering, implementation planning, incremental execution, and automated testing. Each delivery cycle produces versioned commits tied to work orders, supporting collaboration with validators and enabling reproducible, auditable software delivery.

What's the best way to generate tests and documentation automatically alongside code implementation?

Assembler Agent Pattern generates tests, documentation, and implementation notes as part of the delivery workflow. Agents produce acceptance criteria, run test suites to verify quality, and create docs supporting validation—ensuring code quality and traceability without manual post-hoc documentation.

How do I translate work orders into executable implementation tasks for AI agents?

Assembler Agent Pattern translates work orders into discrete implementation steps and tasks by analyzing requirements and decomposing them into agent-executable actions. It structures planning into verifiable steps, manages iterative cycles until acceptance criteria pass, and maintains traceability between work orders and committed code.

Does this approach work for distributed team collaboration on code reviews and validation?

Yes. Assembler Agent Pattern supports human review and collaboration by producing versioned commits, implementation reports, and documentation that validators can assess. It coordinates AI-driven implementation with human acceptance gates, enabling asynchronous, auditable collaboration across distributed teams.

What happens if an implementation step fails testing or validation?

Assembler Agent Pattern manages iterative cycles with built-in verification loops. When tests or acceptance criteria fail, agents re-execute affected steps, refine implementation, and re-run testing until all criteria pass—maintaining quality without abandoning incomplete work.