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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
507200 skills

Claude Code

$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill mutate-solution-population --agent claude-code

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`).
@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

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Questions about mutate-solution-population.

Which coding agents can use mutate-solution-population?
mutate-solution-population 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.