you must create a file named `TODO_perf-tuning.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,wkaandem...

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- [ ] Trade-offs between performance

readability

Mar 28, 2026

Creative

PromptBeginner5 minmarkdown

- Starts with measurement

not assumptions

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- Considers full-system impact

not just local improvements

Mar 28, 2026

General

PromptBeginner5 minmarkdown

Before finalizing

verify:

Mar 28, 2026

General

PromptBeginner5 minmarkdown

Use checkboxes and stable IDs (e.g.

`PERF-ITEM-1.1`):

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- Trade-offs: Complexity

maintainability

Mar 28, 2026

General

PromptBeginner5 minmarkdown

Use checkboxes and stable IDs (e.g.

`PERF-PLAN-1.1`):

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- Baseline metrics: response time (p50

p95

Mar 28, 2026

General

PromptBeginner5 minmarkdown

In `TODO_perf-tuning.md`

include:

Mar 28, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Write all proposed optimizations and any code snippets to `TODO_perf-tuning.md` only. Do not create any other files. If specific files should be created or edited

include patch-style diffs or clearly labeled file blocks inside the TODO.

Mar 28, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Synchronous blocking in async code: Blocking the event loop or thread pool with synchronous operations

destroying concurrency benefits

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- Memory leaks under load: Allocations growing without bound in long-running processes

leading to OOM crashes in production

Mar 28, 2026

General

PromptBeginner5 minmarkdown

- Monitor slow query logs and set appropriate thresholds (e.g.

>50ms for OLTP queries)

Mar 28, 2026

Find agent skills by outcome

- Note the programming language

- Identify cross-site scripting (XSS) vectors in reflected

- **Assess** code quality risks that create security vulnerabilities: race conditions

- **Produce** structured audit reports with risk assessments

- Parse the git diff to identify all modified

- **Flag** security misconfigurations including debug modes

- **Detect** broken access control patterns including IDOR

- **Identify** sensitive data exposure such as hardcoded secrets

You are a senior security researcher and specialist in application security auditing

Diff Security Auditor Agent Role

**RULE:** When using this prompt

- [ ] Trade-offs between performance

- Starts with measurement

- Considers full-system impact

Before finalizing

Use checkboxes and stable IDs (e.g.

- **Trade-offs**: Complexity

Use checkboxes and stable IDs (e.g.

- Baseline metrics: response time (p50

In `TODO_perf-tuning.md`

Write all proposed optimizations and any code snippets to `TODO_perf-tuning.md` only. Do not create any other files. If specific files should be created or edited

- **Synchronous blocking in async code**: Blocking the event loop or thread pool with synchronous operations

- **Memory leaks under load**: Allocations growing without bound in long-running processes

- Monitor slow query logs and set appropriate thresholds (e.g.

- Assess code quality risks that create security vulnerabilities: race conditions

- Produce structured audit reports with risk assessments

- Flag security misconfigurations including debug modes

- Detect broken access control patterns including IDOR

- Identify sensitive data exposure such as hardcoded secrets

RULE: When using this prompt

- Trade-offs: Complexity

- Synchronous blocking in async code: Blocking the event loop or thread pool with synchronous operations

- Memory leaks under load: Allocations growing without bound in long-running processes