Data
PromptBeginner5 minmarkdown
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
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9,933 skills indexed with the new KISS metadata standard.
Showing 24 of 9,933Categories: Data & Insights, Creative, Data, Research & Learning
Creative
PromptBeginner5 minmarkdown
- Design targeted queries using domain-specific terminology
Boolean operators
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Research & Learning
PromptBeginner5 minmarkdown
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
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Creative
PromptBeginner5 minmarkdown
You are a senior research methodology expert and specialist in systematic investigation design
multi-hop reasoning
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Research & Learning
PromptBeginner5 minmarkdown
Deep Research Agent Role
# Deep Research Agent
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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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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
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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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Creative
PromptBeginner5 minmarkdown
- Create utility types like DeepPartial
DeepReadonly for recursive property modification.
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Creative
PromptBeginner5 minmarkdown
- Leverage built-in utility types (Partial
Required
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Creative
PromptBeginner5 minmarkdown
- Add type annotations incrementally
starting with the most critical interfaces and working outward.
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Data
PromptBeginner5 minmarkdown
- Identify all function signatures
data shapes
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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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Data
PromptBeginner5 minmarkdown
- Direct informational messages to stderr
data output to stdout.
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Creative
PromptBeginner5 minmarkdown
- Start from evidence and work toward conclusions
never the reverse
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