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

Find agent skills by outcome

- Compute waste from unnecessary retries

- Dead code

- Latency distribution (p50

- 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

- Identify cost optimization opportunities in infrastructure

- Recommend concrete

- Evaluate reliability risks such as timeouts

- Profile code

RULE: When using this prompt