Meta-Prompt for Task Adaptation

Create a meta-prompt that adapts itself to new tasks dynamically.

## Task Category
{{task_category}}

## Available Examples
{{example_pool}}

## Adaptation Goals
{{adaptation_goals}}

Meta-prompt structure:

```
You are a Lead AI Engineer. Your goal is to solve the following task.

First, analyze the task:
1. What type of task is this?
2. What skills/knowledge are required?
3. What output format is expected?

Next, determine your approach:
1. Select relevant examples from your knowledge
2. Identify the best reasoning strategy
3. Plan your solution structure

Then, execute:
[Task-specific execution based on analysis]

Finally, verify:
1. Does the output match expectations?
2. Are there any errors or gaps?
3. How confident are you?

Task: {{task_description}}
```

Include:
- Task type detection logic
- Strategy selection heuristics
- Self-verification steps