ask

Route questions through a 3-tier knowledge base and return research-grounded answers.

Updated Jan 8, 2026

Search Tags:#guidance #reasoning #derivation #claims #knowledge-graph #three-tier #reference-documents

Ready to run

npx skills add https://github.com/lightningfastsls/London_Lab --skill ask-lightningfastsls

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ask
Source: https://github.com/lightningfastsls/London_Lab/tree/main/.claude/skills/ask
Command: npx skills add https://github.com/lightningfastsls/London_Lab --skill ask-lightningfastsls

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Querying a bundled research knowledge graph for methodology guidance and receiving structured, evidence-backed answers grounded in specific claims.

Core Features & Use Cases

Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS LIKE (domain examples) — plus structured reference documents.
Returns research-backed answers grounded in specific claims with practical application to the user's system.
Supports context-aware responses by consulting ops/derivation.md to tailor responses to user configurations.

Quick Start

Ask a question using /ask to receive a structured, research-backed answer.

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 grounded in specific claims from a knowledge graph?▼

To get research-backed guidance, ask a question to route it through a 3-tier knowledge base (WHY, HOW, WHAT IT LOOKS LIKE) and reference documents. The system returns answers anchored to specific claims tailored to your context.

How does a three-tier knowledge base structure methodology guidance and reasoning?▼

A three-tier knowledge base structures methodology guidance by separating research claims (WHY), procedural derivation docs (HOW), and domain examples (WHAT IT LOOKS LIKE). This routes reasoning queries to the appropriate evidence tier for tailored responses.

How do I tailor research guidance responses to my specific operational context?▼

To tailor research guidance to your operational context, ensure the system can access your ops/derivation.md file. It reads these reference documents to contextually adapt research-backed answers to your specific system configurations.

What's the best way to query bundled research methodology and derivation documents?▼

The best way to query bundled research methodology is to use a deep search tool to gather and cite sources from the knowledge graph. It reads derivation and reference documents to return structured, evidence-backed guidance.

Do I need specific reference documents to use a research-grounded guidance system?▼

Yes, you need access to the methodology and reference documents, including ops/derivation.md. The system requires these documents to gather sources, cite claims, and tailor context-aware guidance to your user configuration.