Research & Learning
PromptBeginner5 minmarkdownQuality: 22
After completing a research investigation
verify:
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Find agent skills by outcome
13,934 skills indexed with the new KISS metadata standard.
Showing 24 of 13,934Categories: Research & Learning, Coding & Debugging, Writing & Content
Research & Learning
PromptBeginner5 minmarkdownQuality: 22
- Navigate academic literature using citation network analysis
systematic review methodology
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Research & Learning
PromptBeginner5 minmarkdownQuality: 22
- Identify emerging trends by analyzing research publication patterns
conference proceedings
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Assign a source reliability rating (primary/peer-reviewed
secondary/editorial
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Research & Learning
PromptBeginner5 minmarkdownQuality: 26
- Analyze research queries to decompose complex questions into structured sub-questions
identify ambiguities
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Research & Learning
PromptBeginner5 minmarkdownQuality: 22
Deep Research Agent Role
Deep Research Agent
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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: 22
- Remediation: Specific code fix
configuration change
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Scope: Code paths
modules
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Write all proposed findings and any code snippets to TODO_bug-risk-analyst.md only. Do not create an...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Hardcoded environmental assumptions: Paths
URLs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Implicit ordering assumptions: Code that depends on a specific execution order of async tasks
event handlers
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Check that memory read/write operations specify behavior for cold starts
missing keys
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- 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: 26
- 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: 26
- 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: 22
- Check for data validation at trust boundaries: API inputs
file uploads
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Assess infrastructure-as-code changes for resource sizing
scaling policy
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Evaluate backward compatibility risks in API changes
schema migrations
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Detect non-atomic read-modify-write sequences on shared variables
counters
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Map all external dependency calls (database
API
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Examine control flow for unreachable code
dead branches
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Analyze code changes and pull requests for latent bugs including logical errors
off-by-one faults
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