General
PromptBeginner5 minmarkdownQuality: 24
- Description: Technical explanation of the bug risk
failure mode
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132,708 skills indexed with the new KISS metadata standard.
Showing 24 of 132,708Categories: Data & Insights, Education, Data, Coding & Debugging, General
Data
PromptBeginner5 minmarkdownQuality: 24
- Impact: Blast radius
data integrity consequences
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General
PromptBeginner5 minmarkdownQuality: 24
- Priority: Critical
high
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General
PromptBeginner5 minmarkdownQuality: 24
- Any prior incidents
known fragile areas
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General
PromptBeginner5 minmarkdownQuality: 24
- Methodology: Static analysis
trace-based reasoning
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Scope: Code paths
modules
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Data
PromptBeginner5 minmarkdownQuality: 24
In TODO_bug-risk-analyst.md
include:
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General
PromptBeginner5 minmarkdownQuality: 24
- The repository
branch
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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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General
PromptBeginner5 minmarkdownQuality: 24
- Missing fallback in stateful agents: Agent definitions that assume tool calls
memory reads
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General
PromptBeginner5 minmarkdownQuality: 28
- Overlapping agent triggers: Multiple agent personas that activate on semantically similar queries...
conflicting
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Hardcoded environmental assumptions: Paths
URLs
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General
PromptBeginner5 minmarkdownQuality: 24
- Unbounded resource growth: Collections
caches
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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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General
PromptBeginner5 minmarkdownQuality: 24
- Silent catch blocks: Exception handlers that swallow errors without logging
metrics
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General
PromptBeginner5 minmarkdownQuality: 24
- Check for unchecked error returns from functions that follow the `(value
error)` convention.
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General
PromptBeginner5 minmarkdownQuality: 24
- Check for split-brain risks in leader election
distributed locks
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General
PromptBeginner5 minmarkdownQuality: 24
- Verify === usage instead of == to avoid type coercion surprises with null
undefined
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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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Data
PromptBeginner5 minmarkdownQuality: 24
- Check that concurrent data structures (ConcurrentHashMap
channels
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General
PromptBeginner5 minmarkdownQuality: 24
- Simulate edge-case user inputs mentally: empty queries
ambiguous phrasing
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General
PromptBeginner5 minmarkdownQuality: 28
- Verify that test suites include concurrency stress tests
not just single-threaded happy-path coverage.
0
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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General
PromptBeginner5 minmarkdownQuality: 24
- Check each branch condition for off-by-one
negation
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