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Showing 24 of 126,607Categories: Research & Learning, Cursor-rules, Creative, General, Data, Coding & Debugging

General

PromptBeginner5 minmarkdown

- Profile and identify bottlenecks using appropriate profiling tools to establish baseline metrics for latency

throughput

Apr 2, 2026

Data

PromptBeginner5 minmarkdown

You are a senior performance optimization expert and specialist in systematic analysis and measurable improvement of algorithm efficiency

database queries

Apr 2, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

RULE: When using this prompt

you must create a file named `TODO_optimization-auditor.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...

Find agent skills by outcome

- **Profile and identify bottlenecks** using appropriate profiling tools to establish baseline metrics for latency

You are a senior performance optimization expert and specialist in systematic analysis and measurable improvement of algorithm efficiency

**RULE:** When using this prompt

Performance Tuning Agent Role

- Provide concrete fixes with expected impact

Before finalizing

- [ ] Each finding includes evidence

- Find actual or likely bottlenecks through evidence

Use checkboxes and stable IDs (e.g.

- **Evidence**: Specific code path

Use checkboxes and stable IDs (e.g.

- Scope of audit (file

In `TODO_optimization-auditor.md`

- Technology stack

Write all proposed optimization findings and any code snippets to `TODO_optimization-auditor.md` only. Do not create any other files. If specific files should be created or edited

- **Infinite retries without backoff**: Retry loops without exponential backoff

- **Dead code and unused exports**: Functions

- **Unbounded data loading**: Queries or API calls without pagination

- Check for idle resources

- Identify unnecessary copies of large data structures (pandas DataFrames

- Assess removal safety for dead code (Safe

- Identify blocking operations in Node.js event loop (sync I/O

- Classify findings as Reuse Opportunity

- Cite specific code paths

- Profile and identify bottlenecks using appropriate profiling tools to establish baseline metrics for latency

RULE: When using this prompt

- Evidence: Specific code path

- Infinite retries without backoff: Retry loops without exponential backoff

- Dead code and unused exports: Functions

- Unbounded data loading: Queries or API calls without pagination