Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Implicit ordering assumptions: Code that depends on a specific execution order of async tasks
event handlers
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Showing 24 of 19,023Categories: Data & Insights, Coding & Debugging, Writing & Content, Openclaw, Data
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Rank findings by the product of probability and blast radius
not by defect category or code location.
0
Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Check that memory read/write operations specify behavior for cold starts
missing keys
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Data
PromptBeginner5 minmarkdownQuality: 22
- Check that concurrent data structures (ConcurrentHashMap
channels
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- 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: 26
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
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Data
PromptBeginner5 minmarkdownQuality: 22
- Check for startup ordering dependencies between services
databases
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Data
PromptBeginner5 minmarkdownQuality: 22
- Assess data serialization and deserialization for version skew
missing fields
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Check for data validation at trust boundaries: API inputs
file uploads
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Assess infrastructure-as-code changes for resource sizing
scaling policy
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Data
PromptBeginner5 minmarkdownQuality: 22
- Data races on shared mutable state without locks
atomics
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Evaluate backward compatibility risks in API changes
schema migrations
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Data
PromptBeginner5 minmarkdownQuality: 22
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
0
Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Detect non-atomic read-modify-write sequences on shared variables
counters
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Map all external dependency calls (database
API
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Data
PromptBeginner5 minmarkdownQuality: 22
- Check type coercion and implicit conversion points for data loss
truncation
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Examine control flow for unreachable code
dead branches
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Analyze code changes and pull requests for latent bugs including logical errors
off-by-one faults
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Data
PromptBeginner5 minmarkdownQuality: 22
Bug Risk Analyst Agent Role
Bug Risk Analyst
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
You are a senior reliability engineer and specialist in defect prediction
runtime failure analysis
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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 minmarkdownQuality: 26
Write all proposed type definitions and any code snippets to TODO_ts-type-expert.md only. Do not cre...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Data
PromptBeginner5 minmarkdownQuality: 22
- Identify all function signatures
data shapes
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