General
PromptBeginner5 minmarkdown
- Assess each source against a structured credibility rubric: publication venue reputation
author domain expertise
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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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Research & Learning
PromptBeginner5 minmarkdown
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_bug-risk-analyst.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wka...
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Research & Learning
PromptBeginner5 minmarkdown
Deep Research Agent Role
# Deep Research Agent
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- **Remediation**: Specific code fix
configuration change
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Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
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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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