orchestrated-execution

Orchestrate a 4-phase execution loop with implementation, validation, adversarial review, and commit.

379|51|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/dsifry/metaswarm --skill orchestrated-execution
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrated-execution
Source: https://github.com/dsifry/metaswarm/tree/main/.claude/plugins/metaswarm/skills/orchestrated-execution
Command: npx skills add https://github.com/dsifry/metaswarm --skill orchestrated-execution

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a robust, multi-phase process to ensure work units are implemented, validated, and adversarially reviewed before being committed, minimizing errors and improving code quality.

Core Features & Use Cases

  • 4-Phase Loop: Implements, validates, adversarially reviews, and commits work units.
  • Independent Validation: Orchestrator runs quality gates (tests, linting, coverage) directly.
  • Adversarial Review: A separate agent rigorously checks against the spec and Definition of Done (DoD).
  • Use Case: When developing a complex feature, this Skill ensures each component is built, tested, and reviewed thoroughly through a structured, repeatable process, preventing bugs and integration issues.

Quick Start

Use the orchestrated-execution skill to implement, validate, and adversarially review the current work unit.

Frequently Asked Questions about orchestrated-execution

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

FAQPage Schema
How do I orchestrate code execution with automated quality gates for complex features?

You can orchestrate code execution using a rigorous 4-phase loop that manages implementation, independent validation, adversarial review, and commit phases. This structured process runs quality gates directly and manages retry protocols to ensure adherence to specifications.

What is adversarial review in software development and how does it prevent integration issues?

Adversarial review is a process where a separate agent rigorously checks implemented code against the specification and Definition of Done criteria. It prevents bugs and integration issues by catching errors before the commit phase.

How do I implement a validation loop for work units to improve code quality?

Implement a validation loop by running a multi-phase process that includes implementation, independent validation with tests and linting, adversarial review, and commit. This loop manages quality gates and human checkpoints to ensure work units meet specifications.

Can I use orchestrated execution for complex feature development without external dependencies?

Yes, you can use orchestrated execution without external dependencies. It operates as a standalone skill that orchestrates implementation, validation, adversarial review, and commit phases with built-in quality gates and retry protocols.

What's the best way to ensure work units meet Definition of Done criteria before committing?

The best way to ensure work units meet Definition of Done criteria is using a 4-phase execution loop with independent validation and adversarial review. A separate agent checks against specifications, and human checkpoints prevent premature commits.

When should I not use a multi-phase execution loop for code validation?

You should not use a multi-phase execution loop for simple tasks or rapid prototyping where the overhead of independent validation, adversarial review, and human checkpoints outweighs the benefit of structured quality gates and retry protocols.