Research & Learning
PromptBeginner5 minmarkdown
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
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General
PromptBeginner5 minmarkdown
- **Evaluate source credibility** by assessing provenance
publication venue
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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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Creative
PromptBeginner5 minmarkdown
You are a senior research methodology expert and specialist in systematic investigation design
multi-hop reasoning
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General
PromptBeginner5 minmarkdown
- Provides specific
implementable fixes rather than vague warnings about potential issues.
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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
- Focuses on defects that cause production incidents
not stylistic preferences or theoretical concerns.
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General
PromptBeginner5 minmarkdown
- Considers the interaction between components
not just individual function correctness.
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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
- [ ] All six defect categories (logical
resource
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Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
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General
PromptBeginner5 minmarkdown
- **Description**: Technical explanation of the bug risk
failure mode
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Remediation**: Specific code fix
configuration change
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- **Scope**: Code paths
modules
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General
PromptBeginner5 minmarkdown
- Any prior incidents
known fragile areas
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Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
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General
PromptBeginner5 minmarkdown
- The repository
branch
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed findings and any code snippets to `TODO_bug-risk-analyst.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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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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