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Automation
Skill

/identify-theory

Identify theories relevant to a gap and characterize their applicability. Evidence acquisition is not prescribed.

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

Context preview

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

Identify theories relevant to a gap and characterize their applicability. Evidence acquisition is not prescribed.

SKILL.md

identify-theory.SKILL.md
name: identify-theory
description: "Identify theories relevant to a gap and characterize their applicability. Evidence acquisition is not prescribed."

identify-theory

Purpose

Identify the theory or theoretical family that best organizes a claim, mechanism, or observed regularity.

Input contract

required: [claim_or_mechanism, construct_definitions, evidence_context]
optional: [candidate_theories, domain_scope]
constraints: [theory identification requires construct and mechanism correspondence]

Procedure

1. Extract constructs, relations, boundary conditions, and explanatory target. 2. Compare candidate theories by construct mapping and predicted relations. 3. Record supporting, conflicting, and missing evidence for each mapping. 4. State the selected theory or unresolved alternatives with scope limits.

Output contract

produces: [theory_candidates, construct_mapping, relation_mapping, theory_assessment, scope_limits]
delta_fields: [findings, hypothesis_updates, uncertainties, decisions, open_questions]

Quality gates

  • Mapping is based on definitions and relations, not name similarity.
  • Boundary conditions are retained.

Failure and counterexamples

Do not infer theoretical identity from shared vocabulary or force a theory when only a local mechanism is supported.

Provenance map

  • `resolved: identify-theory`
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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7mo ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine