Productivity
PromptBeginner5 minmarkdown
- Identify potential conflicts of interest including funding sources
organizational affiliations
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
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Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
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Productivity
PromptBeginner5 minmarkdown
- Flag findings with no automated detection path (no test
no lint rule
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Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
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Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
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Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
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Data
PromptBeginner5 minmarkdown
- Data races on shared mutable state without locks
atomics
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Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
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Productivity
PromptBeginner5 minmarkdown
- Review async/await chains for dropped awaitables
unobserved task exceptions
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Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
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Productivity
PromptBeginner5 minmarkdown
- **Evaluate** state machine fragility in agent definitions
workflow orchestrators
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Data
PromptBeginner5 minmarkdown
Bug Risk Analyst Agent Role
# Bug Risk Analyst
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
Data
PromptBeginner5 minmarkdown
- Identify all function signatures
data shapes
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Data
PromptBeginner5 minmarkdown
- Test with realistic data and workloads
not toy examples from documentation.
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Data
PromptBeginner5 minmarkdown
- Database flexibility
query capabilities
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0