Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- **Scan** repository directory structures across all focus areas (source code
tests
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Find agent skills by outcome
12,064 skills indexed with the new KISS metadata standard.
Showing 24 of 12,064Categories: Research & Learning, Coding & Debugging, Business
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior codebase analysis expert and specialist in repository indexing
structural mapping
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
**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 minmarkdownQuality: 24
- **Strategy**: Planning approach (direct
intent-clarifying
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Research & Learning
PromptBeginner5 minmarkdownQuality: 24
In `TODO_deep-research-agent.md`
include:
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Business
PromptBeginner5 minmarkdownQuality: 28
- Apply intent clarification when the query is ambiguous
generating clarifying questions before committing to a search strategy
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Research & Learning
PromptBeginner5 minmarkdownQuality: 24
After completing a research investigation
verify:
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Business
PromptBeginner5 minmarkdownQuality: 24
- Search strategy with targeted queries
source types
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Business
PromptBeginner5 minmarkdownQuality: 24
- Planning strategy selected and justified (direct
intent-clarifying
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Research & Learning
PromptBeginner5 minmarkdownQuality: 24
- Navigate academic literature using citation network analysis
systematic review methodology
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Research & Learning
PromptBeginner5 minmarkdownQuality: 24
- Identify emerging trends by analyzing research publication patterns
conference proceedings
1
Business
PromptBeginner5 minmarkdownQuality: 28
- Classify query complexity to select the appropriate planning strategy: direct execution for straightforward queries
intent clarification for ambiguous queries
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Research & Learning
PromptBeginner5 minmarkdownQuality: 28
- **Analyze research queries** to decompose complex questions into structured sub-questions
identify ambiguities
1
Research & Learning
PromptBeginner5 minmarkdownQuality: 24
Deep Research Agent Role
# Deep Research Agent
1
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
**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 minmarkdownQuality: 24
- **Remediation**: Specific code fix
configuration change
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- **Scope**: Code paths
modules
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
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 minmarkdownQuality: 24
- **Hardcoded environmental assumptions**: Paths
URLs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks
event handlers
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Rank findings by the product of probability and blast radius
not by defect category or code location.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- 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 minmarkdownQuality: 28
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Check for data validation at trust boundaries: API inputs
file uploads
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