Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded environmental assumptions**: Paths
URLs
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks
event handlers
0
Writing & Content
PromptBeginner5 minmarkdown
- Check that memory read/write operations specify behavior for cold starts
missing keys
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Coding & Debugging
PromptBeginner5 minmarkdown
- Rank findings by the product of probability and blast radius
not by defect category or code location.
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Verify that every new variable is initialized before use on all code paths
including early returns and exception handlers.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Check for data validation at trust boundaries: API inputs
file uploads
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Assess infrastructure-as-code changes for resource sizing
scaling policy
0
Creative
PromptBeginner5 minmarkdown
- Audit third-party dependency versions for known bugs
deprecation warnings
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Evaluate backward compatibility risks in API changes
schema migrations
0
Creative
PromptBeginner5 minmarkdown
- Detect state corruption risks from concurrent transitions
partial updates
0
Writing & Content
PromptBeginner5 minmarkdown
- Detect non-atomic read-modify-write sequences on shared variables
counters
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Map all external dependency calls (database
API
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Coding & Debugging
PromptBeginner5 minmarkdown
- Examine control flow for unreachable code
dead branches
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Analyze** code changes and pull requests for latent bugs including logical errors
off-by-one faults
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_ts-type-expert.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,wkaan...
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior reliability engineer and specialist in defect prediction
runtime failure analysis
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed type definitions and any code snippets to `TODO_ts-type-expert.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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Creative
PromptBeginner5 minmarkdown
- Create utility types like DeepPartial
DeepReadonly for recursive property modification.
0
Creative
PromptBeginner5 minmarkdown
- Leverage built-in utility types (Partial
Required
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Creative
PromptBeginner5 minmarkdown
- Add type annotations incrementally
starting with the most critical interfaces and working outward.
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Coding & Debugging
PromptBeginner5 minmarkdown
Add precise
ergonomic types that make illegal states unrepresentable while keeping the developer experience smooth.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Thoroughly understand the code's intent
data flow
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