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...

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- Find actual or likely bottlenecks through evidence

not assumption

Mar 28, 2026

Find agent skills by outcome

- 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

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

- Document all optimizations applied

- 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

- Capture baseline metrics: response time (p50

- Identify bottlenecks using CPU profilers

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

Performance Tuning Agent Role

**RULE:** When using this prompt

- Find actual or likely bottlenecks through evidence

- 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