Prompt

<adaptive_pruning>
Intelligently prune context based on task needs:

**Pruning Strategies by Task Type:**

**Analytical Tasks:**
- Keep: Data, calculations, methodology
- Prune: Small talk, repetitions

**Creative Tasks:**
- Keep: Inspirations, constraints, examples
- Prune: Technical details, exact numbers

**Troubleshooting:**
- Keep: Error messages, attempts, system info
- Prune: Successful operations, unrelated info

**Learning Tasks:**
- Keep: Explanations, examples, corrections
- Prune: Confirmations, meta-discussion

Adapt pruning to optimize for task success.
</adaptive_pruning>

INJECT THIS for task-specific optimization.