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sme-knowledge-builder

Derives reusable Layer 4 knowledge packages from SME shells and registries for manufacturing SMEs.

Updated Jun 2, 2026
Search Tags:#manufacturing#knowledge-map#sme-knowledge#knowledge-packages#sme-shell#shop-context
One-click install
npx skills add https://github.com/tot3lis/ShopFloor-AI --skill sme-knowledge-builder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sme-knowledge-builder
Source: https://github.com/tot3lis/ShopFloor-AI/tree/main/.agents/skills/sme-knowledge-builder
Command: npx skills add https://github.com/tot3lis/ShopFloor-AI --skill sme-knowledge-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Build and map reusable technical knowledge packages onto generated manufacturing SME shells from sme-registry.md and smes/*.md. Use when creating public-source or uploaded-document knowledge packages for manufacturing SMEs. Do not use for RCCA, evidence requests, troubleshooting checklists, corrective actions, or shop acceptance decisions.

Core Features & Use Cases

  • Reads generated SME shells (sme-registry.md) and SME files (smes/*.md) to derive reusable knowledge-packages.
  • Produces Layer 4 outputs: knowledge-package-registry.md, sme-knowledge-map.md, and knowledge-packages/<name>/knowledge-pack.md plus source-map.md.
  • Attaches packages to SMEs via a structured knowledge map while maintaining shop boundaries.
  • Encourages sharing and reuse across multiple SMEs, preventing duplication of context.

Quick Start

Start by running the skill to read sme-registry.md and smes/*.md, then generate the registry, knowledge map, and package folders for reuse in the shop context.

Frequently Asked Questions about sme-knowledge-builder

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

FAQPage Schema
How do I create reusable knowledge packages for manufacturing SMEs?▼

Knowledge mapping for manufacturing SMEs links generated SME shells to structured knowledge packages, producing a sme-knowledge-map.md. This prevents context duplication and enables sharing reusable technical knowledge across multiple SMEs within the shop context.

What is knowledge mapping for manufacturing SMEs and when do I need it?▼

Knowledge mapping for manufacturing SMEs links generated SME shells to structured knowledge packages, producing a sme-knowledge-map.md. This prevents context duplication and enables sharing reusable technical knowledge across multiple SMEs within the shop context.

Can I use generated knowledge packages for root cause corrective actions?▼

To generate a knowledge map from SME registries, run the skill to read sme-registry.md and smes/*.md files. It then automatically derives Layer 4 outputs including the knowledge-package-registry.md, sme-knowledge-map.md, and structured knowledge-pack.md folders with linked source maps.

How do I generate a knowledge map from SME registry files?▼

To generate a knowledge map from SME registries, run the skill to read sme-registry.md and smes/*.md files. It then automatically derives Layer 4 outputs including the knowledge-package-registry.md, sme-knowledge-map.md, and structured knowledge-pack.md folders with linked source maps.

Can generated knowledge packages replace shop acceptance decisions?▼

No, generated knowledge packages cannot replace shop acceptance decisions. The skill enforces conservative boundaries to ensure its reusable knowledge assets strictly augment context and do not replace RCCA, evidence requests, or shop acceptance decisions.

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