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/boundary-unfolding

Systematically expose hidden system boundaries — CSH 12-question is/ought

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de-anthropocentric-research-engine
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$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill boundary-unfolding --agent claude-code

How it fires

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

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/boundary-unfolding

Context preview

The summary Claude sees to decide when to auto-load this skill.

Systematically expose hidden system boundaries — CSH 12-question is/ought

SKILL.md

boundary-unfolding.SKILL.md
name: boundary-unfolding
description: Systematically expose hidden system boundaries — CSH 12-question is/ought
  comparison, identify excluded stakeholders, reveal blind spots. Combines csh-12-question,
  jtbd-mapping, and salience-classification SOPs.
execution: tactic
dependencies:
  sops:
  - csh-12-question
  - deep-insight-multi-stakeholder-simulation
  - jtbd-mapping
  - salience-classification

Boundary Unfolding

Expose hidden system boundaries and excluded perspectives.

Operations

  • csh-12-question — 4 dimensions × 3 questions, is vs ought
  • jtbd-mapping — stakeholder jobs-to-be-done
  • salience-classification — power/legitimacy/urgency classification

Available SOPs

**Subagent:** csh-12-question, jtbd-mapping, salience-classification **Shared:** multi-stakeholder-simulation

Execution Guidance

Apply CSH 12 questions (4 dimensions × 3 questions, is vs ought). Map stakeholder jobs. Classify by salience model. Identify who is systematically excluded from the current framing.

Minimum Yield

<HARD-GATE>
- CSH matrix: >= 1 completed
- stakeholders mapped: >= 4
- salience classifications: >= 4
- excluded perspectives identified: >= 1
</HARD-GATE>

<!-- BEGIN available-tables (generated) -->

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use | | --- | --- | | csh-12-question | Apply Ulrich's Critical Systems Heuristics 12 questions across 4 dimensions (motivation, control, expertise, legitimacy) comparing is vs ought. | | deep-insight-multi-stakeholder-simulation | Simulate multiple stakeholder perspectives evaluating a research gap, method, or proposal. Identifies blind spots from single-perspective analysis. | | jtbd-mapping | Map stakeholder Jobs-to-be-Done — functional, emotional, and social jobs for each affected party. Identifies unserved jobs as opportunity signals. | | salience-classification | Classify stakeholders by Mitchell et al. framework (Power, Legitimacy, Urgency). Assigns salience category and identifies systematically excluded parties. |

<!-- END available-tables (generated) -->

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The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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