Thought Based Reasoning
Skill Verified ActiveUse when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting fails - provides comprehensive guide to Chain-of-Thought and related prompting techniques (Zero-shot CoT, Self-Consistency, Tree of Thoughts, Least-to-Most, ReAct, PAL, Reflexion) with templates, decision matrices, and research-backed patterns
To empower users to tackle complex reasoning tasks by providing a comprehensive understanding and practical application of advanced prompting techniques.
Features
- Detailed explanations of 9 advanced reasoning techniques
- Prompt templates for each technique
- Decision matrix for technique selection
- Best practices and common mistake avoidance
- Research-backed patterns and citations
Use Cases
- Improving LLM performance on multi-step arithmetic and logic problems
- Guiding LLMs through complex problem-solving scenarios
- Reducing hallucinations by structuring LLM reasoning
- Selecting the appropriate prompting technique for specific task requirements
Non-Goals
- Providing a general-purpose LLM prompting guide
- Automating the application of these techniques without user input
- Offering new prompting techniques beyond those cited
Installation
First, add the marketplace
/plugin marketplace add NeoLabHQ/context-engineering-kit/plugin install customaize-agent@context-engineering-kitQuality Score
VerifiedTrust Signals
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