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Automation
Skill

/mutate-solution-population

Generate controlled variants of a solution population through mutation/recombination operators while retaining lineage and changed dimensions.

From plugin
de-anthropocentric-research-engine
499200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill mutate-solution-population --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/mutate-solution-population

Context preview

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

Generate controlled variants of a solution population through mutation/recombination operators while retaining lineage and changed dimensions.

SKILL.md

mutate-solution-population.SKILL.md
name: mutate-solution-population
description: "Generate controlled variants of a solution population through mutation/recombination operators while retaining lineage and changed dimensions."

mutate-solution-population

Purpose

Generate controlled solution variants through mutation or recombination while retaining lineage and changed dimensions.

Input contract

required: [solution_population, mutation_or_recombination_rules]
optional: [protected_features, variation_budget]
constraints: [each variant records parent lineage and changed dimensions]

Procedure

1. Select parent solutions and dimensions eligible for change. 2. Apply declared mutation or recombination operations. 3. Validate variant coherence and record lineage, novelty, and protected features.

Output contract

produces: [variant_population, lineage_map, changed_dimensions, novelty_notes]
delta_fields: [findings, hypothesis_updates, uncertainties]

Quality gates

  • No variant lacks lineage; mutations are bounded and recombinations identify both parents.

Failure and counterexamples

Reject untracked variants or mutations that alter protected features without an explicit override.

Provenance map

  • `evolution-strategy/variation`: concept (no exact pool entry; exact pool entry is `parameter-variation`).
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
Language
Apache-2.0
License
4h ago
Last commit
7mo ago
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Repo: yogsoth-ai/de-anthropocentric-research-engine