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research

Organize and persist research notes in the Knowledge Base with frontmatter-driven states.

1|Updated Apr 14, 2026
Search Tags:#research#notes#archive#knowledge-base#kb#subtype
One-click install
npx skills add https://github.com/roman-karpovich/ai-dev-team --skill research-roman-karpovich
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research
Source: https://github.com/roman-karpovich/ai-dev-team/tree/main/skills/research
Command: npx skills add https://github.com/roman-karpovich/ai-dev-team --skill research-roman-karpovich

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps teams organize research notes directly in the Knowledge Base, avoiding scattered local documents and ensuring notes persist across sessions.

Core Features & Use Cases

  • Create new notes with a chosen subtype (incident-investigation, math-model, competitive-analysis, exploration)
  • Continue, conclude, or archive notes with a clear frontmatter-driven state machine
  • Use research templates to structure context, decisions, and next steps

Quick Start

Create a new note with a title and selected subtype, then continue or conclude it with the /research commands.

Frequently Asked Questions about research

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

FAQPage Schema
How do I organize research notes in a knowledge base to avoid scattered local documents?▼

You can organize research notes in a knowledge base by creating structured entries with specific subtypes like incident-investigation or exploration. This approach replaces scattered local documents and ensures notes persist across sessions.

What templates are available for structuring competitive analysis and math model notes?▼

Templates for competitive-analysis, math-model, incident-investigation, and exploration subtypes are provided. They structure context, decisions, and next steps using a frontmatter-driven state machine for clear progression.

How do I manage the lifecycle of a research note from creation to archiving?▼

You manage note lifecycles using frontmatter-driven state transitions. Commands allow you to create, continue, conclude, or archive notes, enforcing a clear state machine across your selected research subtype.

Can I persist knowledge base research notes across different sessions?▼

Yes, research notes persist directly within the knowledge base across sessions. The system enforces frontmatter-driven state management to ensure your structured notes remain accessible and organized over time.

What is the best way to structure incident investigation notes for long-term retrieval?▼

The best way to structure incident-investigation notes is using provided research templates that capture context, decisions, and next steps. This enforces a frontmatter-driven state for organized, retrievable knowledge base entries.

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