Coding & Debugging
PromptBeginner5 minmarkdown
- Omit generated code
vendored dependencies
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Coding & Debugging
PromptBeginner5 minmarkdown
- Prioritize inclusion of entry points
public APIs
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Coding & Debugging
PromptBeginner5 minmarkdown
- Ensure no sensitive data (secrets
API keys
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Business
PromptBeginner5 minmarkdown
- Include a critical files section listing the top files by importance (entry points
core business logic
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Coding & Debugging
PromptBeginner5 minmarkdown
- Document API routes
event handlers
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Coding & Debugging
PromptBeginner5 minmarkdown
- Trace module boundaries by identifying package exports
public API surfaces
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Coding & Debugging
PromptBeginner5 minmarkdown
- Run parallel glob searches across the five focus areas: source code
tests
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Scan** repository directory structures across all focus areas (source code
tests
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior codebase analysis expert and specialist in repository indexing
structural mapping
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_deep-research-agent.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,FALSE,TEXT...
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Business
PromptBeginner5 minmarkdown
- **Strategy**: Planning approach (direct
intent-clarifying
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Business
PromptBeginner5 minmarkdown
- Apply intent clarification when the query is ambiguous
generating clarifying questions before committing to a search strategy
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Business
PromptBeginner5 minmarkdown
- Search strategy with targeted queries
source types
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Business
PromptBeginner5 minmarkdown
- Planning strategy selected and justified (direct
intent-clarifying
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Business
PromptBeginner5 minmarkdown
- Classify query complexity to select the appropriate planning strategy: direct execution for straightforward queries
intent clarification for ambiguous queries
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- **Remediation**: Specific code fix
configuration change
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Scope**: Code paths
modules
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded environmental assumptions**: Paths
URLs
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks
event handlers
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Coding & Debugging
PromptBeginner5 minmarkdown
- Rank findings by the product of probability and blast radius
not by defect category or code location.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Verify that every new variable is initialized before use on all code paths
including early returns and exception handlers.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
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