Data
PromptBeginner5 minmarkdown
- Include only actionable metadata (paths
roles
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Data
PromptBeginner5 minmarkdown
- No sensitive data (secrets
credentials
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Data
PromptBeginner5 minmarkdown
- Record the indexing run metadata (duration
files scanned
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Data
PromptBeginner5 minmarkdown
- Embed metadata including generation timestamp
commit hash at time of indexing
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Data
PromptBeginner5 minmarkdown
- **Missing methodology**: Sources that present conclusions without documenting the data collection
analysis methodology
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Data
PromptBeginner5 minmarkdown
- Check for contextual manipulation: accurate quotes taken out of context
statistics without denominators
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Data
PromptBeginner5 minmarkdown
- Prioritize authoritative source types by domain: peer-reviewed journals for scientific claims
official filings for financial data
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Data
PromptBeginner5 minmarkdown
- Analyze market dynamics using financial filings
analyst reports
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Marketing
PromptBeginner5 minmarkdown
- Distinguish between vendor marketing claims
community consensus
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Data
PromptBeginner5 minmarkdown
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
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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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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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Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
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Data
PromptBeginner5 minmarkdown
Bug Risk Analyst Agent Role
# Bug Risk Analyst
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Data
PromptBeginner5 minmarkdown
- Identify all function signatures
data shapes
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Marketing
PromptBeginner5 minmarkdown
- **Enforce** type safety through discriminated unions
branded types
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Marketing
PromptBeginner5 minmarkdown
- Test with real workloads and data
not marketing demos.
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Marketing
PromptBeginner5 minmarkdown
- **Hype without substance**: Strong marketing with weak documentation
few production case studies
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Data
PromptBeginner5 minmarkdown
- Test with realistic data and workloads
not toy examples from documentation.
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