Skip to content
Automation
Skill

/analogical-discovery

Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.

From plugin
de-anthropocentric-research-engine
507200 skills

Claude Code

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

SKILL.md

analogical-discovery.SKILL.md
name: analogical-discovery
description: "Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms."

analogical-discovery

Purpose

Transfer a validated relational structure from a source domain into a target research problem.

Input contract

required: [target_problem, source_domain]
optional: [candidate_sources, transfer_constraints]
constraints: [source and target roles must be explicit]

Execution protocol

Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.

1. You MUST load skill `abstract-structure` to abstract the relational structure. 2. You MUST load skill `map-analogy` to map source relations to the target. 3. You MUST load skill `instantiate-transfer` to instantiate and test the transferred mechanism. If the analogy should be expanded across a typed combination space, consider `explore-dimensional-space`. If biological mechanisms are the relevant source domain, consider `biomimetic-transfer`. If several source structures must be composed, consider `conceptual-blending`. If the claimed mapping requires a formal preservation audit, `audit-structural-equivalence` may be the better next tactic. Deviation: skip source search only when a supplied source is structurally specified; never skip mapping or transfer validation.

Output contract

produces: [abstract_structure, structural_mapping, transfer_candidate]
delta_fields: [findings, hypothesis_updates, uncertainties, decisions, open_questions]

Thresholds and quality gates

  • B: every transfer records source/target correspondences, unmapped relations, and a depth check; surface similarity alone is insufficient.

Failure and counterexamples

Reject transfers whose causal/relational roles do not map, whose target constraints are violated, or whose claimed mechanism is only lexical resemblance.

Provenance map

  • `creative-ideation/cross-domain-discovery`, `analogical-transfer`, `design-by-analogy`, `functional-analogy`, `analogy-extraction`, `bridge-validation`: resolved where exact v3 node exists; campaign/strategy labels remain concept provenance.
  • Status: all six exact names resolved against the v3 source graph.

Preserved source criteria ledger

  • Preserve deep structural correspondence and transfer viability; do not collapse to keyword similarity.

Context checkpoint / Delta notes

Append source relations, mapping gaps, transfer assumptions, and validation findings.

Read more
@yogsoth-ai
Ships withde-anthropocentric-research-engine

A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.

Stars on GitHub

Momentum

stars in total
507
Star history of yogsoth-ai/de-anthropocentric-research-engine on GitHub, a chart by star-history.com

More skills from other plugins.

agent-builder

agent-builder

Load immediately after an Agent intent, before the first agent_builder_* call. Governs how you create, configure, test, and…

n8n11d209k
@n8n-io@n8n-ioInstall Skill
browser-use

browser-use

Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers…

@browser-use@browser-useInstall Skill
agent-browser

agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling…

@vercel-labs-2@vercel-labs-2Install Skill
add-anydoc

add-anydoc

Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when…

@nanocoai@nanocoaiInstall Skill

Questions about analogical-discovery.

Which coding agents can use analogical-discovery?
analogical-discovery installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.