Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify sensitive data exposure such as hardcoded secrets
API keys
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Assess code quality risks that create security vulnerabilities: race conditions
null pointer dereferences
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Flag security misconfigurations including debug modes
missing security headers
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General
PromptBeginner5 minmarkdownQuality: 24
- Detect broken access control patterns including IDOR
missing auth checks
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General
PromptBeginner5 minmarkdownQuality: 24
Diff Security Auditor Agent Role
Security Diff Auditor
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
RULE: When using this prompt
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.....
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Starts with measurement
not assumptions
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General
PromptBeginner5 minmarkdownQuality: 24
- Considers full-system impact
not just local improvements
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Trade-offs between performance
readability
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General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
- Trade-offs: Complexity
maintainability
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General
PromptBeginner5 minmarkdownQuality: 24
- Baseline metrics: response time (p50
p95
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General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
PERF-PLAN-1.1):
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed optimizations and any code snippets to TODO_perf-tuning.md only. Do not create an...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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General
PromptBeginner5 minmarkdownQuality: 24
In TODO_perf-tuning.md
include:
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General
PromptBeginner5 minmarkdownQuality: 28
- Memory leaks under load: Allocations growing without bound in long-running processes
leading to OOM crashes in production
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Synchronous blocking in async code: Blocking the event loop or thread pool with synchronous operat...
destroying concurrency benefits
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General
PromptBeginner5 minmarkdownQuality: 24
- Monitor slow query logs and set appropriate thresholds (e.g.
50ms for OLTP queries)
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General
PromptBeginner5 minmarkdownQuality: 24
- Implement distributed tracing (Jaeger
Zipkin) to identify cross-service latency bottlenecks
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General
PromptBeginner5 minmarkdownQuality: 24
- Run load tests with k6
JMeter
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Use language-specific CPU and memory profilers (pprof for Go
py-spy for Python
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General
PromptBeginner5 minmarkdownQuality: 24
Backend (APM
Profilers
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General
PromptBeginner5 minmarkdownQuality: 24
Frontend (Chrome DevTools
Lighthouse
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General
PromptBeginner5 minmarkdownQuality: 24
- Address scalability: proactively consider expected input size
memory limitations
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