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task-implementation

Execute domain-agnostic tasks via two-tier skill loading with contract-driven steps.

4|Updated Jan 11, 2026
Search Tags:#automation#workflow#task-execution#domain-skills#two-tier-loading
One-click install
npx skills add https://github.com/cuioss/plan-marshall --skill task-implementation-cuioss
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: task-implementation
Source: https://github.com/cuioss/plan-marshall/tree/main/marketplace/bundles/plan-marshall/skills/task-implementation
Command: npx skills add https://github.com/cuioss/plan-marshall --skill task-implementation-cuioss

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables automated, domain-agnostic task execution by coordinating two-tier skill loading (system-level Tier 1 skills and domain-specific Tier 2 skills) to deliver deterministic workflows across plan-marshall tasks.

Core Features & Use Cases

  • Two-tier skill loading: System skills load automatically; domain skills are supplied by the task, allowing flexible domain coverage without reconfiguring core agents.
  • Deterministic execution workflow: Follows understand → plan → implement → verify steps with explicit inputs, outputs, and contract references.
  • Contract-driven governance: References to task contracts and task format definitions ensure consistent task structure and validation across tasks.
  • Use Case: A task requiring cross-domain implementation (e.g., Java back-end and JavaScript front-end) is executed with consistent patterns and auditable steps.

Quick Start

Invoke the task-implementation skill during plan-marshall phase 5 for tasks with profile set to implementation to execute, verify, and finalize the task following the two-tier loading workflow.

Frequently Asked Questions about task-implementation

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

FAQPage Schema
How do I automate domain-agnostic task execution across multiple tech stacks?▼

Domain-agnostic task execution is automated using a two-tier skill loading workflow that pairs system-level skills with domain-specific skills supplied by the task, ensuring consistent implementation across different stacks.

What is the two-tier skill loading workflow for task implementation?▼

The two-tier skill loading workflow automatically loads Tier 1 system skills while pulling Tier 2 domain skills from task definitions, enabling flexible domain coverage without reconfiguring core agents.

How do I execute deterministic implementation steps for cross-domain tasks?▼

Deterministic implementation steps are executed by following a structured understand, plan, implement, and verify workflow with explicit inputs, outputs, and contract references for auditable task completion.

Does task-implementation work with plan-marshall phase 5?▼

Yes, task-implementation is loaded by plan-marshall phase 5 execute when the task profile is set to implementation, guiding the task through its verification and finalization steps.

Can I use contract-driven governance for multi-domain task workflows?▼

Yes, contract-driven governance references task contracts and task format definitions to ensure consistent task structure and validation across multi-domain workflows like Java back-end and JavaScript front-end projects.

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