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GiorgioRicciardiello
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init

Guide users through seeding knowledge into a vault with structured orientation and methodology.

Updated Jul 3, 2026
Search Tags:#methodology#knowledge graph#orientation#research workflow#knowledge seeding
One-click install
npx skills add https://github.com/GiorgioRicciardiello/LabBrain --skill init-giorgioricciardiello
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: init
Source: https://github.com/GiorgioRicciardiello/LabBrain/tree/main/core/.claude/skills/init
Command: npx skills add https://github.com/GiorgioRicciardiello/LabBrain --skill init-giorgioricciardiello

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users seed new vaults or transition between research cycles by structuring the first session around orientation, methodology, confounders, and inversions.

Core Features & Use Cases

  • Structured Seeding: Interactive session to seed orientation claims, methodological foundations, and assumption inversions.
  • Cycle Mode: Summarizes and refreshes inversions and transition summaries for cycle transitions.
  • Quick Mode: Interactive co-creation of 3-5 claims for quick vault setup.
  • Hypothesis-First Mode: Goal creation from hypothesis for Auditor persona.
  • Handoff Mode: Supports unified handoff protocol for seamless integration with other tools.

Quick Start

To initiate the guided knowledge seeding process, run: /init

Frequently Asked Questions about init

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

FAQPage Schema
How do I structure knowledge seeding for a new research vault?▼

Knowledge seeding for a new research vault is structured through an interactive session focusing on orientation, methodology, confounders, and assumption inversions to establish foundational claims.

What is the best way to transition between research cycles in a knowledge graph?▼

Transitioning between research cycles involves summarizing previous work, refreshing inversions, and generating transition summaries to maintain continuity in your knowledge graph workflow.

Can I quickly generate initial claims for vault setup without a full methodology review?▼

Yes, you can use Quick Mode to interactively co-create 3 to 5 claims for fast vault setup, bypassing the comprehensive orientation and methodology seeding required for full cycles.

Does guided knowledge seeding support creating goals directly from a hypothesis?▼

Guided knowledge seeding supports a Hypothesis-First Mode that allows the Auditor persona to create goals directly from an initial hypothesis, streamlining the research workflow setup.

Do I need structured input to start the research workflow orientation process?▼

Yes, the research workflow orientation process requires structured input specifically for goal selection and defining core questions to successfully guide the interactive claim creation.

How does the vault initialization handle automated graph wiring?▼

Vault initialization handles automated graph wiring by connecting the interactively created and reviewed claims, subsequently generating a comprehensive summary of the seeded knowledge structure.

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