General
PromptBeginner5 minmarkdown
- **Orchestrate search operations** using layered retrieval strategies including broad discovery sweeps
targeted deep dives
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General
PromptBeginner5 minmarkdown
- Considers the interaction between components
not just individual function correctness.
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General
PromptBeginner5 minmarkdown
- Provides specific
implementable fixes rather than vague warnings about potential issues.
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General
PromptBeginner5 minmarkdown
- [ ] Each finding includes severity
location
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General
PromptBeginner5 minmarkdown
- Focuses on defects that cause production incidents
not stylistic preferences or theoretical concerns.
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General
PromptBeginner5 minmarkdown
- [ ] State machine analysis covers all defined states
transitions
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General
PromptBeginner5 minmarkdown
- [ ] All six defect categories (logical
resource
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
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General
PromptBeginner5 minmarkdown
- **Priority**: Critical
high
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General
PromptBeginner5 minmarkdown
- **Description**: Technical explanation of the bug risk
failure mode
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General
PromptBeginner5 minmarkdown
- Any prior incidents
known fragile areas
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General
PromptBeginner5 minmarkdown
- **Methodology**: Static analysis
trace-based reasoning
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General
PromptBeginner5 minmarkdown
- The repository
branch
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Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
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General
PromptBeginner5 minmarkdown
- **Overlapping agent triggers**: Multiple agent personas that activate on semantically similar queries without a disambiguation mechanism will produce duplicate
conflicting
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General
PromptBeginner5 minmarkdown
- **Missing fallback in stateful agents**: Agent definitions that assume tool calls
memory reads
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General
PromptBeginner5 minmarkdown
- **Silent catch blocks**: Exception handlers that swallow errors without logging
metrics
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General
PromptBeginner5 minmarkdown
- **Unbounded resource growth**: Collections
caches
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General
PromptBeginner5 minmarkdown
- Check for unchecked error returns from functions that follow the `(value
error)` convention.
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General
PromptBeginner5 minmarkdown
- Check for split-brain risks in leader election
distributed locks
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General
PromptBeginner5 minmarkdown
- Verify `===` usage instead of `==` to avoid type coercion surprises with null
undefined
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General
PromptBeginner5 minmarkdown
- Simulate edge-case user inputs mentally: empty queries
ambiguous phrasing
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Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
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