ns-implement

Scaffold a bounded context package with skill files, bash wrappers, and tests.

1|Updated Feb 12, 2026

Search Tags:#automation #code generation #implementation #bounded context #skillset development #conformance testing

Ready to run

npx skills add https://github.com/monkeypants/consultamatron --skill ns-implement

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ns-implement
Source: https://github.com/monkeypants/consultamatron/tree/main/commons/skillset_engineering/skills/ns-implement
Command: npx skills add https://github.com/monkeypants/consultamatron --skill ns-implement

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the complex process of building a complete, conformant bounded context (BC) for a new skillset from an agreed-upon design, ensuring all components meet rigorous testing standards.

Core Features & Use Cases

Scaffolding: Creates the necessary package structure, including __init__.py, presenter stubs, and test files.
Code Generation: Populates skillsets, writes individual skill files with methodology guides, and generates bash wrapper scripts.
Verification: Ensures all artifacts pass conformance tests and presents the completed BC to the operator for agreement.
Use Case: After designing a new Wardley Mapping skillset, use ns-implement to automatically generate all the code, tests, and documentation required to make it a functional and verifiable part of the consulting practice.

Quick Start

Use the ns-implement skill to build the skillset from its agreed design.

Frequently Asked Questions about ns-implement

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

FAQPage Schema

How do I automate code generation for a new skillset from a pipeline design?▼

Scaffolding a bounded context involves creating the necessary package structure, writing skill files with methodology guides, and generating bash wrapper scripts. This process ensures all components meet rigorous conformance testing standards before deployment.

What does conformance testing verify when building a bounded context?▼

Conformance testing verifies that all generated artifacts within the bounded context pass rigorous doctrine tests. This validation ensures the scaffolded package, skill files, and bash wrapper scripts are fully functional and compliant before final presentation.

How do I scaffold a bounded context package with methodology guides?▼

Scaffolding a bounded context involves creating the package structure, writing skill files with methodology guides, and generating bash wrapper scripts. This ensures all components meet conformance testing standards before deployment.

Do I need an agreed pipeline design before scaffolding a bounded context?▼

Yes, an agreed pipeline design is required before scaffolding a bounded context. The implementation process relies on this established design to generate the package structure, skill files, and tests required for a verifiable, conformant skillset.

Can I generate bash wrapper scripts and semantic bytecode references automatically?▼

Generating bash wrapper scripts and semantic bytecode references is handled automatically during bounded context implementation. The process populates skillsets and creates these references alongside methodology guides to ensure the completed BC passes all doctrine tests.