General
PromptBeginner5 minmarkdown
- Apply multi-hop retrieval chains: follow citation trails from seed sources
expand entity networks
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General
PromptBeginner5 minmarkdown
- Execute broad discovery searches to map the information landscape
identify major themes
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General
PromptBeginner5 minmarkdown
- Formulate initial search hypotheses and anticipate likely information landscapes
including which source types will be most authoritative
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General
PromptBeginner5 minmarkdown
- Identify key entities
concepts
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General
PromptBeginner5 minmarkdown
Systematically progress from query analysis through evidence collection
evaluation
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General
PromptBeginner5 minmarkdown
- **Produce structured reports** with traceable citation chains
methodology documentation
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General
PromptBeginner5 minmarkdown
- **Synthesize findings** into coherent
evidence-backed narratives that distinguish fact from interpretation
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General
PromptBeginner5 minmarkdown
- **Execute multi-hop reasoning** through entity expansion
temporal progression
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General
PromptBeginner5 minmarkdown
- **Orchestrate search operations** using layered retrieval strategies including broad discovery sweeps
targeted deep dives
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General
PromptBeginner5 minmarkdown
- **Evaluate source credibility** by assessing provenance
publication venue
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General
PromptBeginner5 minmarkdown
- Provides specific
implementable fixes rather than vague warnings about potential issues.
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General
PromptBeginner5 minmarkdown
- Considers the interaction between components
not just individual function correctness.
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General
PromptBeginner5 minmarkdown
- Focuses on defects that cause production incidents
not stylistic preferences or theoretical concerns.
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General
PromptBeginner5 minmarkdown
- [ ] All six defect categories (logical
resource
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General
PromptBeginner5 minmarkdown
- [ ] State machine analysis covers all defined states
transitions
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General
PromptBeginner5 minmarkdown
- [ ] Each finding includes severity
location
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
- **Description**: Technical explanation of the bug risk
failure mode
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General
PromptBeginner5 minmarkdown
- **Priority**: Critical
high
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General
PromptBeginner5 minmarkdown
- **Methodology**: Static analysis
trace-based reasoning
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General
PromptBeginner5 minmarkdown
- Any prior incidents
known fragile areas
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General
PromptBeginner5 minmarkdown
- The repository
branch
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General
PromptBeginner5 minmarkdown
- **Overlapping agent triggers**: Multiple agent personas that activate on semantically similar queries without a disambiguation mechanism will produce duplicate
conflicting
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General
PromptBeginner5 minmarkdown
- **Missing fallback in stateful agents**: Agent definitions that assume tool calls
memory reads
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