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

General

PromptBeginner5 minmarkdown

- [ ] All cache layers are documented with technology

configuration

Mar 29, 2026

Find agent skills by outcome

- Propose concrete code changes

- Determine reuse scope (local file

- Evaluate removal safety (Safe

- Classify each finding by severity (Critical

- Estimate the performance impact (latency

- Check concurrency patterns for lock contention

- Review database queries for N+1 patterns

- Evaluate I/O operations for blocking calls

- 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

- **Assess** scalability under load including concurrency patterns

- **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

- [ ] All cache layers are documented with technology

- Identify cost optimization opportunities in infrastructure

- Recommend concrete

- Evaluate reliability risks such as timeouts

- Assess scalability under load including concurrency patterns

- Profile code

- Analyze algorithmic complexity

RULE: When using this prompt