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Skill

/apply-question-framework

Select and instantiate a research-question schema appropriate to study type.

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de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-question-framework --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/apply-question-framework

Context preview

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

Select and instantiate a research-question schema appropriate to study type.

SKILL.md

apply-question-framework.SKILL.md
name: apply-question-framework
description: "Select and instantiate a research-question schema appropriate to study type."

apply-question-framework

Purpose

Structure an underspecified research question with a declared question framework.

Input contract

required: [question, research_context, framework]
optional: [population, intervention, comparator, outcome, time_horizon]
constraints: [framework fields must be instantiated or marked unknown]

Procedure

1. Select the framework matching the question type. 2. Map the question into its required fields. 3. Mark missing, ambiguous, and non-applicable fields. 4. Emit the structured question and scope decisions.

Output contract

produces: [structured_question, field_map, missing_fields, scope_decisions]
delta_fields: [findings, decisions, uncertainties, open_questions]

Quality gates

  • Every populated field traces to the input question or context.
  • Framework choice is justified.

Failure and counterexamples

Do not force a causal question into a descriptive framework or fill absent fields from convention.

Provenance map

  • `resolved: apply-question-framework`
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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Maintenance
Python
Language
Apache-2.0
License
6h ago
Last commit
7mo ago
Created

Repo: yogsoth-ai/de-anthropocentric-research-engine