you must create a file named `TODO_optimization-auditor.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT...

Apr 2, 2026

General

PromptBeginner5 minmarkdown

Performance Tuning Agent Role

# Performance Tuning Specialist

Apr 2, 2026

Find agent skills by outcome

- Configure cache eviction policies (LRU

- Implement multi-level caching: in-process cache

- Scaling patterns: denormalization where appropriate

- Indexing strategies: composite indexes

- **Techniques**: Dynamic programming

- **Search**: Binary search

- **Sorting**: Quicksort

- **String algorithms**: KMP

- **Graph algorithms**: BFS

- Define performance budgets for critical paths (API response times

- Document all optimizations applied

- Validate that optimizations do not degrade performance in other areas (e.g.

- Address scalability proactively by considering expected input growth

- Review rendering cycles for layout thrashing

- Inspect memory allocation patterns for leaks

- Profile frontend performance using Chrome DevTools

- Identify bottlenecks using CPU profilers

- Capture baseline metrics: response time (p50

Follow this systematic approach to deliver measurable

- **Enhance async and concurrency patterns** by optimizing event loops

- **Accelerate frontend rendering** via code splitting

- **Profile and identify bottlenecks** using appropriate profiling tools to establish baseline metrics for latency

**RULE:** When using this prompt

Performance Tuning Agent Role

- Techniques: Dynamic programming

- Search: Binary search

- Sorting: Quicksort

- String algorithms: KMP

- Graph algorithms: BFS

- Enhance async and concurrency patterns by optimizing event loops

- Accelerate frontend rendering via code splitting

- Profile and identify bottlenecks using appropriate profiling tools to establish baseline metrics for latency

RULE: When using this prompt