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 21, 2026

General

PromptBeginner5 minmarkdown

- Considers full-system impact

not just local improvements

Mar 21, 2026

General

PromptBeginner5 minmarkdown

- [ ] Trade-offs between performance

readability

Mar 21, 2026

General

PromptBeginner5 minmarkdown

Before finalizing

verify:

Mar 21, 2026

General

PromptBeginner5 minmarkdown

Use checkboxes and stable IDs (e.g.

`PERF-ITEM-1.1`):

Mar 21, 2026

General

PromptBeginner5 minmarkdown

Use checkboxes and stable IDs (e.g.

`PERF-PLAN-1.1`):

Mar 21, 2026

General

PromptBeginner5 minmarkdown

- Trade-offs: Complexity

maintainability

Mar 21, 2026

General

PromptBeginner5 minmarkdown

- Baseline metrics: response time (p50

p95

Mar 21, 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 21, 2026

Data

PromptBeginner5 minmarkdown

- Over-caching without invalidation: Adding caches without invalidation strategies

serving stale data and creating consistency bugs

Mar 21, 2026

General

PromptBeginner5 minmarkdown

In `TODO_perf-tuning.md`

include:

Mar 21, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

destroying concurrency benefits

Mar 21, 2026

Find agent skills by outcome

- Search for hardcoded secrets

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

- Note the programming language

- Classify changes by risk category (auth

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

- Parse the git diff to identify all modified

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

- **Flag** security misconfigurations including debug modes

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

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

- **Scan** staged git diffs for injection flaws including SQLi

Diff Security Auditor Agent Role

**RULE:** When using this prompt

- Considers full-system impact

- [ ] Trade-offs between performance

Before finalizing

Use checkboxes and stable IDs (e.g.

Use checkboxes and stable IDs (e.g.

- **Trade-offs**: Complexity

- Baseline metrics: response time (p50

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

- **Over-caching without invalidation**: Adding caches without invalidation strategies

In `TODO_perf-tuning.md`

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

- Produce structured audit reports with risk assessments

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

- Flag security misconfigurations including debug modes

- Identify sensitive data exposure such as hardcoded secrets

- Detect broken access control patterns including IDOR

- Scan staged git diffs for injection flaws including SQLi

RULE: When using this prompt

- Trade-offs: Complexity

- Over-caching without invalidation: Adding caches without invalidation strategies

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