Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded secrets**: API keys
passwords
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Showing 24 of 19,380Categories: Operations & Workflow, Data, Creative, Productivity, Coding & Debugging
Data
PromptBeginner5 minmarkdown
- Verify raw SQL queries use parameterized statements
not f-strings
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Coding & Debugging
PromptBeginner5 minmarkdown
- Validate that SECRET_KEY comes from environment variables
not source code
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Check for base64-encoded secrets
environment variable values
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Include concrete code fixes with exact syntax
not abstract recommendations
0
Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Remediation instructions include specific code snippets
not vague advice
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Output encoding is context-aware (HTML
JavaScript
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Hardcoded credentials
API keys
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Detect debug modes
verbose error output
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Search for hardcoded secrets
API keys
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Note the programming language
framework
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Data
PromptBeginner5 minmarkdown
- Classify changes by risk category (auth
data handling
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Assess** code quality risks that create security vulnerabilities: race conditions
null pointer dereferences
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Flag** security misconfigurations including debug modes
missing security headers
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Identify** sensitive data exposure such as hardcoded secrets
API keys
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Data
PromptBeginner5 minmarkdown
- **Scan** staged git diffs for injection flaws including SQLi
command injection
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Coding & Debugging
PromptBeginner5 minmarkdown
**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...
0
Creative
PromptBeginner5 minmarkdown
- Starts with measurement
not assumptions
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Data
PromptBeginner5 minmarkdown
- **Over-caching without invalidation**: Adding caches without invalidation strategies
serving stale data and creating consistency bugs
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Synchronous blocking in async code**: Blocking the event loop or thread pool with synchronous operations
destroying concurrency benefits
0
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.
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Data
PromptBeginner5 minmarkdown
- **N+1 query patterns**: Fetching related data in loops instead of using joins or batch queries
multiplying database round-trips linearly
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