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 20, 2026

General

PromptBeginner5 minmarkdown

Optimization Auditor Agent Role

# Optimization Auditor

Mar 20, 2026

General

PromptBeginner5 minmarkdown

- [ ] Monitoring and alerting covers hit rates

latency

Mar 20, 2026

General

PromptBeginner5 minmarkdown

Before finalizing

verify:

Mar 20, 2026

General

PromptBeginner5 minmarkdown

- [ ] All cache layers are documented with technology

configuration

Mar 20, 2026

Find agent skills by outcome

- Separate quick wins (high impact

- Identify metrics to compare (latency

- Repeated scans

- Propose concrete code changes

- Determine reuse scope (local file

- Evaluate removal safety (Safe

- Classify each finding by severity (Critical

- Estimate the performance impact (latency

- Understand the expected traffic patterns

- Review database queries for N+1 patterns

- Review available metrics

- Identify the technology stack

- Establish the scope of audit (single file

- **Identify** cost optimization opportunities in infrastructure

- **Recommend** concrete

- **Evaluate** reliability risks such as timeouts

- **Analyze** algorithmic complexity

- **Profile** code

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

**RULE:** When using this prompt

Optimization Auditor Agent Role

- [ ] Monitoring and alerting covers hit rates

Before finalizing

- [ ] All cache layers are documented with technology

- Identify cost optimization opportunities in infrastructure

- Recommend concrete

- Evaluate reliability risks such as timeouts

- Analyze algorithmic complexity

- Profile code

RULE: When using this prompt