style: format all files with prettier

plugins/llm-application-dev/skills/prompt-engineering-patterns/references/chain-of-thought.md

@@ -7,6 +7,7 @@ Chain-of-Thought (CoT) prompting elicits step-by-step reasoning from LLMs, drama
 ## Core Techniques
 
 ### Zero-Shot CoT
+
 Add a simple trigger phrase to elicit reasoning:
 
 ```python
@@ -29,6 +30,7 @@ prompt = zero_shot_cot(query)
 ```
 
 ### Few-Shot CoT
+
 Provide examples with explicit reasoning chains:
 
 ```python
@@ -53,6 +55,7 @@ A: Let's think step by step:"""
 ```
 
 ### Self-Consistency
+
 Generate multiple reasoning paths and take the majority vote:
 
 ```python
@@ -85,6 +88,7 @@ def self_consistency_cot(query, n=5, temperature=0.7):
 ## Advanced Patterns
 
 ### Least-to-Most Prompting
+
 Break complex problems into simpler subproblems:
 
 ```python
@@ -125,6 +129,7 @@ Final Answer:"""
 ```
 
 ### Tree-of-Thought (ToT)
+
 Explore multiple reasoning branches:
 
 ```python
@@ -176,6 +181,7 @@ Score:"""
 ```
 
 ### Verification Step
+
 Add explicit verification to catch errors:
 
 ```python
@@ -220,6 +226,7 @@ Corrected solution:"""
 ## Domain-Specific CoT
 
 ### Math Problems
+
 ```python
 math_cot_template = """
 Problem: {problem}
@@ -248,6 +255,7 @@ Answer: {final_answer}
 ```
 
 ### Code Debugging
+
 ```python
 debug_cot_template = """
 Code with error:
@@ -278,6 +286,7 @@ Fixed code:
 ```
 
 ### Logical Reasoning
+
 ```python
 logic_cot_template = """
 Premises:
@@ -305,6 +314,7 @@ Answer: {final_answer}
 ## Performance Optimization
 
 ### Caching Reasoning Patterns
+
 ```python
 class ReasoningCache:
     def __init__(self):
@@ -328,6 +338,7 @@ class ReasoningCache:
 ```
 
 ### Adaptive Reasoning Depth
+
 ```python
 def adaptive_cot(problem, initial_depth=3):
     depth = initial_depth
@@ -378,6 +389,7 @@ def evaluate_cot_quality(reasoning_chain):
 ## When to Use CoT
 
 **Use CoT for:**
+
 - Math and arithmetic problems
 - Logical reasoning tasks
 - Multi-step planning
@@ -385,6 +397,7 @@ def evaluate_cot_quality(reasoning_chain):
 - Complex decision making
 
 **Skip CoT for:**
+
 - Simple factual queries
 - Direct lookups
 - Creative writing