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/formulate-meta-analysis-scope

Instantiate a typed evidence question schema such as PICO/PECO for quantitative synthesis.

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de-anthropocentric-research-engine
499200 skills
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$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill formulate-meta-analysis-scope --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/formulate-meta-analysis-scope

Context preview

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

Instantiate a typed evidence question schema such as PICO/PECO for quantitative synthesis.

SKILL.md

formulate-meta-analysis-scope.SKILL.md
name: formulate-meta-analysis-scope
description: "Instantiate a typed evidence question schema such as PICO/PECO for quantitative synthesis."

formulate-meta-analysis-scope

Purpose

Instantiate a typed PICO/PECO-style evidence question for quantitative synthesis.

Input contract

required: [research_problem, population_or_exposure, comparator, outcome]
optional: [time_horizon, study_design, effect_measure]
constraints: [estimand, comparator, and outcome units must be explicit]

Procedure

1. Specify population, intervention or exposure, comparator, outcome, and time horizon. 2. Define eligible designs and the estimand for quantitative synthesis. 3. Record effect-measure compatibility and planned conversions. 4. Mark scope boundaries and unresolved heterogeneity.

If the synthesis question and comparison scope are fixed, consider `design-study-inclusion` as the next tactic.

Output contract

produces: [typed_meta_analysis_question, eligibility_scope, estimand, compatibility_constraints]
delta_fields: [decisions, assumption_updates, uncertainties, open_questions]

Quality gates

  • The estimand is computable from eligible studies.
  • Outcome and comparator definitions are not interchangeable aliases.

Failure and counterexamples

Do not broaden the scope until unlike outcomes appear comparable or define a meta-analysis from a vague topic alone.

Provenance map

  • `resolved: pico-formulation`
  • `resolved: pico-application`
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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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7h ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine