Productivity
PromptBeginner5 minmarkdown
- Flag findings with no automated detection path (no test
no lint rule
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Showing 24 of 18,443Categories: Productivity, Creative, Coding & Debugging
Coding & Debugging
PromptBeginner5 minmarkdown
- Rank findings by the product of probability and blast radius
not by defect category or code location.
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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.
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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
- Check for data validation at trust boundaries: API inputs
file uploads
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Coding & Debugging
PromptBeginner5 minmarkdown
- Assess infrastructure-as-code changes for resource sizing
scaling policy
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Creative
PromptBeginner5 minmarkdown
- Audit third-party dependency versions for known bugs
deprecation warnings
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Coding & Debugging
PromptBeginner5 minmarkdown
- Evaluate backward compatibility risks in API changes
schema migrations
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Creative
PromptBeginner5 minmarkdown
- Detect state corruption risks from concurrent transitions
partial updates
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Productivity
PromptBeginner5 minmarkdown
- Review async/await chains for dropped awaitables
unobserved task exceptions
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Coding & Debugging
PromptBeginner5 minmarkdown
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
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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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Productivity
PromptBeginner5 minmarkdown
- **Evaluate** state machine fragility in agent definitions
workflow orchestrators
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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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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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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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
**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
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.
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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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