select-solution-variants

Select candidate variants under fitness, novelty, constraint, and diversity criteria while avoiding premature population collapse.

Skill by yogsoth-ai

IndexedApache-2.0★ 505

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/yogsoth-ai-select-solution-variants

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About

Select candidate variants under fitness, novelty, constraint, and diversity criteria while avoiding premature population collapse.

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.

Tools: No tools found
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Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/select-solution-variants

What's inside

Skill name: select-solution-variants
Description: Select candidate variants under fitness, novelty, constraint, and diversity criteria while avoiding premature population collapse.
License: Apache-2.0
Instructions: 26 lines in SKILL.md · view on GitHub

Files (1)

SKILL.md

SKILL.md (first lines)

# select-solution-variants
## Purpose
Select candidate variants under fitness, novelty, constraint, and diversity criteria without premature collapse.
## Input contract
```yaml
required: [variant_population, selection_criteria]
optional: [hard_constraints, diversity_target, protected_niches]
constraints: [criteria weights or vetoes must be explicit]
```
## Procedure
1. Remove variants violating hard constraints.
2. Score fitness, novelty, and diversity for the eligible set.
3. Select a portfolio and record excluded variants and reasons.
## Output contract
```yaml
produces: [selected_variants, exclusion_register, selection_scores]
delta_fields: [findings, uncertainties, decisions]
```
## Quality gates
- Selection criteria and exclusions are auditable; diversity is assessed before choosing a single winner.
## Failure and counterexamples
Reject a selection that hides vetoes or collapses a required niche.
## Provenance map
- `evolution-strategy/selection`: concept (no exact pool entry; related names are distinct).

From yogsoth-ai/de-anthropocentric-research-engine, Apache-2.0.

Signals

Stars: 505
Forks: 43
Open issues: 1
Last commit (this folder): Sep 23, 2026 (1 month ago)
Last release: Oct 23, 2026 (5 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License: Apache-2.0
Repository: github.com/yogsoth-ai/de-anthropocentric-research-engine
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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Cite this page

select-solution-variants skill. Agent Mart. https://agentmart.dev/skills/yogsoth-ai-select-solution-variants (last updated 2026-10-24)