ensemble-solving

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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.

AI & Automation 657 stars 91 forks Updated 3 days ago Apache-2.0

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Skill Content

# Ensemble Problem Solving Generate multiple solutions in parallel by spawning 3 subagents with different approaches, then evaluate and select the best result. ## When to Use **Activation phrases:** - "Give me options for..." - "What's the best way to..." - "Explore different approaches..." - "I want to see alternatives..." - "Compare approaches for..." - "Which approach should I use..." **Good candidates:** - Architecture decisions with trade-offs - Code generation with multiple valid implementations - API design with different philosophies - Naming, branding, documentation style - Refactoring strategies - Algorithm selection **Skip ensemble for:** - Simple lookups or syntax questions - Single-cause bug fixes - File operations, git commands - Deterministic configuration changes - Tasks with one obvious solution ## What It Does 1. **Analyzes the task** to determine if ensemble approach is valuable 2. **Generates 3 distinct prompts** using appropriate diversification strategy 3. **Spawns 3 parallel subagents** to develop solutions independently 4. **Evaluates all solutions** using weighted criteria 5. **Returns the best solution** with explanation and alternatives summary ## Approach ### Step 1: Classify Task Type Determine which category fits: - **Code Generation**: Functions, classes, APIs, algorithms - **Architecture/Design**: System design, data models, patterns - **Creative**: Writing, naming, documentation ### Step 2: Invoke Ensemble Orchestrator ``` Task too...

Details

Author
mhattingpete
Repository
mhattingpete/claude-skills-marketplace
Created
9 months ago
Last Updated
3 days ago
Language
HTML
License
Apache-2.0

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