ask

Query the Tools for Thought knowledge graph for research-backed guidance.

Updated Feb 3, 2026
One-click install
npx skills add https://github.com/LopeWale/amplLABS --skill ask-lopewale
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ask
Source: https://github.com/LopeWale/amplLABS/tree/main/.claude/skills/ask
Command: npx skills add https://github.com/LopeWale/amplLABS --skill ask-lopewale

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Query knowledge graph to provide research-backed guidance on notes, knowledge systems, and methodology, connecting users with credible claims and domain references.

Core Features & Use Cases

  • Routes questions through a three-tier knowledge base (WHY, HOW, WHAT) to surface research claims, procedures, and domain examples.
  • Provides citations to specific claims and reference documents to support answers.
  • Adapts to domain-specific vocabulary via derivation context and vocabulary transforms.

Quick Start

Ask a question using /ask or /ask <your question> to get guidance.

Frequently Asked Questions about ask

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

FAQPage Schema
How do I get research-backed answers for notes design and methodology questions?

Citations in research-backed answers refer to specific claims and reference documents linked within the knowledge graph. The system connects your methodology questions directly to these credible domain references to ensure transparency.

What is the three-tier knowledge base used for routing research queries?

Yes, you can adapt the knowledge graph to domain-specific vocabulary. The system applies derivation context and vocabulary transforms to align the research-backed guidance with your specific domain terminology.

How do I use the /ask command to query the knowledge graph?

To use the /ask command, simply type /ask followed by your question regarding notes design, knowledge systems, or methodology. The Skill will process the query and return grounded answers with citations from the knowledge graph.

Does the knowledge graph system require any specific setup or dependencies to function?

The knowledge graph system requires a SKILL.md file with YAML frontmatter containing name and description fields. It operates without external dependencies, using optional scripts, references, and assets for on-demand execution.