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Automation
Skill

/identify-dominant-frame

Identify the dominant framing/paradigm or governing variable constraining the current problem representation.

From plugin
de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill identify-dominant-frame --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/identify-dominant-frame

Context preview

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

Identify the dominant framing/paradigm or governing variable constraining the current problem representation.

SKILL.md

identify-dominant-frame.SKILL.md
name: identify-dominant-frame
description: "Identify the dominant framing/paradigm or governing variable constraining the current problem representation."

identify-dominant-frame

Purpose

Identify the framing or governing variable constraining the current problem representation.

Input contract

required: [problem_statement, current_representation]
optional: [stakeholder_views, governing_variables, historical_frames]
constraints: [frame claims must be evidenced by repeated language, choices, or exclusions]

Procedure

1. Extract repeated goals, metaphors, variables, and excluded alternatives. 2. Compare stakeholder or historical formulations for frame convergence. 3. Name the dominant frame and the assumptions it makes salient or invisible.

Output contract

produces: [dominant_frame, frame_evidence, hidden_assumptions, escape_targets]
delta_fields: [findings, assumption_updates, uncertainties, decisions]

Quality gates

  • Frame is distinguished from the problem itself and supported by observable representation choices.

Failure and counterexamples

Do not label a single phrase as a dominant frame without recurrence or consequence.

Provenance map

  • `deep-insight/dominant-idea-identification`: resolved.
  • `deep-insight/governing-variable-surfacing`: resolved.
  • `creative-ideation/escape-technique`: resolved.
Ships withde-anthropocentric-research-engine

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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Python
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Apache-2.0
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6h ago
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7mo ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine