chain-of-thought-prompts ยท diff
git:20260507.313363d to git:20260507.50823d8
4 added, 0 removed. Audit A to A.
---
name: chain-of-thought-prompts
description: Chain-of-thought and step-by-step reasoning prompts for complex problem solving
allowed-tools:
- Read
- Write
- Edit
- Bash
- Glob
- Grep
graph:
domains: [domain:software-engineering]
+ specializations: [specialization:ai-agents-conversational]
+ skillAreas: [skill-area:natural-language-processing]
+ roles: [role:ml-engineer, role:backend-engineer]
+ workflows: [workflow:ml-model-lifecycle, workflow:feature-development]
---
# Chain-of-Thought Prompts Skill
## Capabilities
- Design chain-of-thought prompting patterns
- Implement step-by-step reasoning templates
- Create self-consistency prompting
- Design tree-of-thought patterns
- Implement reasoning verification
- Create structured reasoning outputs
## Target Processes
- prompt-engineering-workflow
- self-reflection-agent
## Implementation Details
### CoT Patterns
1. **Zero-Shot CoT**: "Let's think step by step"
2. **Few-Shot CoT**: Examples with reasoning
3. **Self-Consistency**: Multiple reasoning paths
4. **Tree-of-Thought**: Branching reasoning
5. **ReAct**: Reasoning + Action interleaved
### Configuration Options
- Reasoning trigger phrases
- Step format structure
- Verification prompts
- Reasoning chain length
- Consistency voting threshold
### Best Practices
- Clear reasoning step markers
- Explicit final answer extraction
- Verify reasoning validity
- Handle reasoning errors
- Monitor reasoning quality
### Dependencies
- langchain-core