consult-canon

Survey world-model literature and map techniques to Mamba2 state-space models.

Updated Feb 24, 2026
One-click install
npx skills add https://github.com/ScavieFae/autonomous-world-model --skill consult-canon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: consult-canon
Source: https://github.com/ScavieFae/autonomous-world-model/tree/main/.claude/skills/consult-canon
Command: npx skills add https://github.com/ScavieFae/autonomous-world-model --skill consult-canon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Find relevant world-model literature to inform design choices and assess whether proposed techniques have precedent.

Core Features & Use Cases

  • Literature search: Retrieve concise summaries and key findings for given papers or topics.
  • Context mapping: Align techniques to our SSM architecture (Mamba2) and identify gaps or parallels.
  • Citation tracking: Collect sources and flag uncited assumptions to inform reviews.

Quick Start

Ask me to search the canon for a specific paper or topic and return a concise summary with key findings and mappings to Mamba2.

Frequently Asked Questions about consult-canon

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

FAQPage Schema
How do I survey world-model literature to find prior art for state-space models?

To survey world-model literature for prior art, provide a specific paper or topic. The system retrieves concise summaries, key findings, and maps techniques to your Mamba2 state-space architecture.

How do I map world-model techniques to Mamba2 architecture for state prediction?

Mapping world-model techniques to Mamba2 architecture involves aligning retrieved methods with your SSM to identify gaps or parallels. The system contextualizes approaches for state prediction, autoregressive rollout, and onchain inference.

What is the best way to track citations and flag missing references in world-model papers?

Tracking citations and flagging missing references in world-model papers involves collecting sources and highlighting uncited assumptions. The system captures these citations to guide interpretation and inform future work.

Does this literature search approach work for autoregressive rollout and onchain inference problems?

This literature search approach works for autoregressive rollout and onchain inference by applying the canon to these specific problems. It notes relevant papers and maps how they correspond to your state-space model architecture.

When should I use a literature survey to assess proposed state-space model techniques?

You should use a literature survey to assess proposed state-space model techniques when you need to inform design choices and determine whether your proposed techniques have established precedent in existing world-model research.