Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
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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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Productivity
PromptBeginner5 minmarkdown
- **Recency bias**: Treating the most recent publication as automatically more authoritative without evaluating whether it supersedes
contradicts
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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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Creative
PromptBeginner5 minmarkdown
- Evaluate research methodology including study design
sample characteristics
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Data
PromptBeginner5 minmarkdown
- Analyze market dynamics using financial filings
analyst reports
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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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Productivity
PromptBeginner5 minmarkdown
- Identify potential conflicts of interest including funding sources
organizational affiliations
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Creative
PromptBeginner5 minmarkdown
- Design targeted queries using domain-specific terminology
Boolean operators
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
Creative
PromptBeginner5 minmarkdown
You are a senior research methodology expert and specialist in systematic investigation design
multi-hop reasoning
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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
- **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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Creative
PromptBeginner5 minmarkdown
- Audit third-party dependency versions for known bugs
deprecation warnings
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Creative
PromptBeginner5 minmarkdown
- Detect state corruption risks from concurrent transitions
partial updates
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Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
0