Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
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General
PromptBeginner5 minmarkdown
- Assess memory visibility guarantees: missing volatile/atomic annotations
unsynchronized lazy initialization
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General
PromptBeginner5 minmarkdown
- Analyze memory allocation patterns for unbounded growth
large allocations under load
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General
PromptBeginner5 minmarkdown
- Identify shared mutable state accessed from multiple threads
goroutines
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General
PromptBeginner5 minmarkdown
- Identify resource acquisition paths (connections
file handles
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General
PromptBeginner5 minmarkdown
- Scan for known anti-patterns: double-checked locking without volatile
iterator invalidation
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Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
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General
PromptBeginner5 minmarkdown
- Trace variable lifecycles to detect use-before-initialization
use-after-free
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General
PromptBeginner5 minmarkdown
- Verify boundary conditions on all loops
array accesses
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General
PromptBeginner5 minmarkdown
- **Identify** agent trigger conflicts where overlapping activation conditions can cause duplicate responses
routing ambiguity
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General
PromptBeginner5 minmarkdown
- **Assess** error handling coverage for silent failures
swallowed exceptions
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General
PromptBeginner5 minmarkdown
- **Predict** runtime failures by tracing execution paths through error-prone patterns
resource exhaustion scenarios
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General
PromptBeginner5 minmarkdown
- **Detect** race conditions
deadlocks
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Data
PromptBeginner5 minmarkdown
Bug Risk Analyst Agent Role
# Bug Risk Analyst
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General
PromptBeginner5 minmarkdown
- **Definition**: The type
interface
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General
PromptBeginner5 minmarkdown
- [ ] Invalid usage patterns produce clear
actionable compile-time errors.
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
- **Scope**: Which interfaces
functions
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General
PromptBeginner5 minmarkdown
In `TODO_ts-type-expert.md`
include:
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General
PromptBeginner5 minmarkdown
- Use key remapping (as) to rename
filter
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Creative
PromptBeginner5 minmarkdown
- Create utility types like DeepPartial
DeepReadonly for recursive property modification.
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General
PromptBeginner5 minmarkdown
- Apply modifiers (+readonly
-optional) to transform property attributes systematically.
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General
PromptBeginner5 minmarkdown
- Always use a literal type discriminant property (kind
type
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Creative
PromptBeginner5 minmarkdown
- Leverage built-in utility types (Partial
Required
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