General
PromptBeginner5 minmarkdownQuality: 28
- Prioritize primary sources and peer-reviewed publications over secondary commentary
news aggregation
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121,855 skills indexed with the new KISS metadata standard.
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General
PromptBeginner5 minmarkdownQuality: 28
- Apply multi-hop retrieval chains: follow citation trails from seed sources
expand entity networks
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General
PromptBeginner5 minmarkdownQuality: 24
- Execute broad discovery searches to map the information landscape
identify major themes
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify key entities
concepts
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General
PromptBeginner5 minmarkdownQuality: 28
- Formulate initial search hypotheses and anticipate likely information landscapes
including which source types will be most authoritative
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General
PromptBeginner5 minmarkdownQuality: 24
Systematically progress from query analysis through evidence collection
evaluation
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General
PromptBeginner5 minmarkdownQuality: 24
- Produce structured reports with traceable citation chains
methodology documentation
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General
PromptBeginner5 minmarkdownQuality: 28
- Synthesize findings into coherent
evidence-backed narratives that distinguish fact from interpretation
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General
PromptBeginner5 minmarkdownQuality: 24
- Evaluate source credibility by assessing provenance
publication venue
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General
PromptBeginner5 minmarkdownQuality: 24
- Execute multi-hop reasoning through entity expansion
temporal progression
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General
PromptBeginner5 minmarkdownQuality: 28
- Orchestrate search operations using layered retrieval strategies including broad discovery sweeps
targeted deep dives
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General
PromptBeginner5 minmarkdownQuality: 24
- Considers the interaction between components
not just individual function correctness.
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General
PromptBeginner5 minmarkdownQuality: 24
- Provides specific
implementable fixes rather than vague warnings about potential issues.
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General
PromptBeginner5 minmarkdownQuality: 28
- Focuses on defects that cause production incidents
not stylistic preferences or theoretical concerns.
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] State machine analysis covers all defined states
transitions
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Each finding includes severity
location
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General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] All six defect categories (logical
resource
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General
PromptBeginner5 minmarkdownQuality: 24
- Description: Technical explanation of the bug risk
failure mode
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Data
PromptBeginner5 minmarkdownQuality: 24
- Impact: Blast radius
data integrity consequences
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General
PromptBeginner5 minmarkdownQuality: 24
- Priority: Critical
high
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General
PromptBeginner5 minmarkdownQuality: 24
- Any prior incidents
known fragile areas
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General
PromptBeginner5 minmarkdownQuality: 24
- Methodology: Static analysis
trace-based reasoning
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Data
PromptBeginner5 minmarkdownQuality: 24
In TODO_bug-risk-analyst.md
include:
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