you must create a file named `TODO_caching-architect.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,wk...

Mar 25, 2026

General

PromptBeginner5 minmarkdown

- [ ] Monitoring and alerting covers hit rates

latency

Mar 25, 2026

Find agent skills by outcome

- Unnecessary copies

- Redundant sorting

- Repeated scans

- Identify metrics to compare (latency

- Separate quick wins (high impact

- Determine reuse scope (local file

- Propose concrete code changes

- Classify each finding by severity (Critical

- Estimate the performance impact (latency

- Evaluate removal safety (Safe

- Review database queries for N+1 patterns

- Review available metrics

- Understand the expected traffic patterns

- Establish the scope of audit (single file

- **Recommend** concrete

- Identify the technology stack

- **Identify** cost optimization opportunities in infrastructure

- **Evaluate** reliability risks such as timeouts

- **Analyze** algorithmic complexity

- **Profile** code

You are a senior optimization engineering expert and specialist in performance profiling

Optimization Auditor Agent Role

**RULE:** When using this prompt

- [ ] Monitoring and alerting covers hit rates

- Recommend concrete

- Identify cost optimization opportunities in infrastructure

- Evaluate reliability risks such as timeouts

- Analyze algorithmic complexity

- Profile code

RULE: When using this prompt