Productivity
PromptBeginner5 minmarkdownQuality: 22
- Identify potential conflicts of interest including funding sources
organizational affiliations
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19,431 skills indexed with the new KISS metadata standard.
Showing 24 of 19,431Categories: Productivity, Research & Learning, Data, Coding & Debugging
Research & Learning
PromptBeginner5 minmarkdownQuality: 26
- Analyze research queries to decompose complex questions into structured sub-questions
identify ambiguities
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Productivity
PromptBeginner5 minmarkdownQuality: 22
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Productivity
PromptBeginner5 minmarkdownQuality: 22
- Treat every requirement below as an explicit
trackable task.
0
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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Data
PromptBeginner5 minmarkdownQuality: 22
- Impact: Blast radius
data integrity consequences
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Scope: Code paths
modules
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Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_bug-risk-analyst.md
include:
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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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Productivity
PromptBeginner5 minmarkdownQuality: 22
- Flag findings with no automated detection path (no test
no lint rule
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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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Data
PromptBeginner5 minmarkdownQuality: 22
- Check that concurrent data structures (ConcurrentHashMap
channels
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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.
0
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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Data
PromptBeginner5 minmarkdownQuality: 22
- Check for startup ordering dependencies between services
databases
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Data
PromptBeginner5 minmarkdownQuality: 22
- Assess data serialization and deserialization for version skew
missing fields
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Check for data validation at trust boundaries: API inputs
file uploads
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Assess infrastructure-as-code changes for resource sizing
scaling policy
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Data
PromptBeginner5 minmarkdownQuality: 22
- Data races on shared mutable state without locks
atomics
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Evaluate backward compatibility risks in API changes
schema migrations
0