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

Creative

PromptBeginner5 minmarkdown

- Plans for failure modes including stampede

cold start

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

Find agent skills by outcome

- Missing batching

- Poor join ordering

- Redundant sorting

- Unnecessary copies

- 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

- 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

- **Profile** code

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

**RULE:** When using this prompt

Optimization Auditor Agent Role

- Plans for failure modes including stampede

- [ ] Monitoring and alerting covers hit rates

Before finalizing

- Identify cost optimization opportunities in infrastructure

- Recommend concrete

- Evaluate reliability risks such as timeouts

- Profile code

RULE: When using this prompt