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 29, 2026

General

PromptBeginner5 minmarkdown

Optimization Auditor Agent Role

# Optimization Auditor

Mar 29, 2026

General

PromptBeginner5 minmarkdown

- [ ] Monitoring and alerting covers hit rates

latency

Mar 29, 2026

Find agent skills by outcome

- Redundant sorting

- Repeated scans

- Identify metrics to compare (latency

- Separate quick wins (high impact

- Propose concrete code changes

- Determine reuse scope (local file

- Evaluate removal safety (Safe

- Classify each finding by severity (Critical

- Estimate the performance impact (latency

- Review database queries for N+1 patterns

- Understand the expected traffic patterns

- Identify the technology stack

- Review available metrics

- Establish the scope of audit (single file

- **Identify** cost optimization opportunities in infrastructure

- **Recommend** concrete

- **Evaluate** reliability risks such as timeouts

- **Profile** code

- **Analyze** algorithmic complexity

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

- Plans for failure modes including stampede

**RULE:** When using this prompt

Optimization Auditor Agent Role

- [ ] Monitoring and alerting covers hit rates

- Identify cost optimization opportunities in infrastructure

- Recommend concrete

- Evaluate reliability risks such as timeouts

- Profile code

- Analyze algorithmic complexity

RULE: When using this prompt