Ensemble Solving
技能 已验证 活跃Generate multiple diverse solutions in parallel and select the best. Use for architecture decisions, code generation with multiple valid approaches, or creative tasks where exploring alternatives improves quality.
To help users make better decisions and improve the quality of outputs by exploring multiple alternatives in parallel and selecting the most optimal solution.
功能
- Generates multiple diverse solutions in parallel
- Evaluates solutions using weighted criteria
- Selects the best solution with explanation
- Provides summaries of alternative approaches
- Classifies task types for appropriate diversification
使用场景
- Use for architecture decisions with trade-offs
- Use for code generation with multiple valid implementations
- Use for creative tasks where exploring alternatives improves quality
- Use when comparing different approaches to a problem
非目标
- Skip for simple lookups or syntax questions
- Skip for single-cause bug fixes
- Skip for file operations or git commands
- Skip for deterministic configuration changes
工作流
- Analyzes the task to determine if an ensemble approach is valuable
- Generates 3 distinct prompts using appropriate diversification strategies
- Spawns 3 parallel subagents to develop solutions independently
- Evaluates all solutions using weighted criteria
- Returns the best solution with explanation and alternatives summary
Trust
- info:Issues AttentionIn the last 90 days, 6 issues were opened and 0 were closed, indicating a low issue closure rate and potential maintainer responsiveness concern.
安装
请先添加 Marketplace
/plugin marketplace add mhattingpete/claude-skills-marketplace/plugin install engineering-workflow-plugin@mhattingpete-claude-skills质量评分
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