Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Scope: Code paths
modules
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Showing 24 of 24,529Categories: Writing & Content, Coding & Debugging, Creative, Productivity
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed findings and any code snippets to TODO_bug-risk-analyst.md only. Do not create an...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Hardcoded environmental assumptions: Paths
URLs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Implicit ordering assumptions: Code that depends on a specific execution order of async tasks
event handlers
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Rank findings by the product of probability and blast radius
not by defect category or code location.
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Flag findings with no automated detection path (no test
no lint rule
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Check that memory read/write operations specify behavior for cold starts
missing keys
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- 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 minmarkdownQuality: 28
- 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 minmarkdownQuality: 24
- Check for data validation at trust boundaries: API inputs
file uploads
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Assess infrastructure-as-code changes for resource sizing
scaling policy
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Audit third-party dependency versions for known bugs
deprecation warnings
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Evaluate backward compatibility risks in API changes
schema migrations
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Review async/await chains for dropped awaitables
unobserved task exceptions
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Detect state corruption risks from concurrent transitions
partial updates
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Detect non-atomic read-modify-write sequences on shared variables
counters
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Map all external dependency calls (database
API
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Examine control flow for unreachable code
dead branches
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Evaluate state machine fragility in agent definitions
workflow orchestrators
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Treat every requirement below as an explicit
trackable task.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Analyze code changes and pull requests for latent bugs including logical errors
off-by-one faults
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior reliability engineer and specialist in defect prediction
runtime failure analysis
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