Skip to content
Development
Command

/understand

Deep understanding mode (nemawashi) - exhaustive context-gathering before action

From plugin
ai-native-toolkit
307 skills8 agents7 commands
Install
> /plugin marketplace add bjcoombs/ai-native-toolkit
> /plugin install ai-native-toolkit@ai-native-toolkit

How it fires

How this command gets triggered: by you, by Claude, or both.

  • Fires itselfClaude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/understand

Context preview

What this command does when you run it.

Deep understanding mode (nemawashi) - exhaustive context-gathering before action

Command definition

understand.md
name: understand
disable-model-invocation: true
description: "Deep understanding mode (nemawashi) - exhaustive context-gathering before action"
argument-hint: "<thing to understand>"

Deep Understanding Mode

Lay groundwork before any solution. Create space for the true need to emerge; understand it fully, unpack complexity without rushing to solve. Reach an intuitive grasp of the core issue.

Disciplines:

  • Strict focus on problem definition - no solution exploration. Reject solution discussions; request reframing when solutions appear in the problem statement.
  • Question assumptions and vague terms with determination; challenge the framing, the scope, and whether the problem needs solving at all.
  • Hold space for ambiguity until clarity emerges; attend to context.
  • Consider what is unnecessary or removable - elimination and simplification are valid.
  • Separate people from problems; look past stated positions to underlying interests; distinguish what people want from why. Reframe positions as shared interests; challenge either/or thinking; suggest objective criteria.

Core questions:

  • What do we mean by [key terms]?
  • What explicit and implicit needs exist?
  • Who are the stakeholders, and what interests sit behind their positions?
  • What defines success? What objective criteria would all stakeholders accept?
  • What constraints and cultural/contextual factors matter?
  • What is the gap between current and ideal state?
  • What knowledge gaps need investigation?
  • Could elimination serve better than a solution? What happens if we do nothing? What could be removed entirely?

Understanding is complete when: core terms are defined; explicit and implicit needs surfaced; scope bounded; success criteria and objective evaluation criteria agreed; stakeholders identified and aligned; assumptions documented and validated; current vs ideal state articulated; underlying interests surfaced and common ground established; and the problem statement is specific, measurable, and solution-independent, with no embedded solution.

Produce a provisional, solution-independent restatement of the problem - explicitly marked to-be-validated, not yet agreed.

Return to understanding when new assumptions or implicit needs surface, context shifts, understanding feels incomplete, solutions are proposed prematurely, the problem statement embeds a solution, or stakeholders are misaligned.

Apply to following statement:

Read more
Ships withai-native-toolkit

A Claude Code plugin - and a set of standalone skills for any AI assistant: skills, agents, and commands for AI-native development. In Claude Code it runs locally against your own codebase using whichever model you already pay for.

Get the whole plugin

Other commands on ai-native-toolkit.