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9,343 skills indexed with the new KISS metadata standard.

Showing 24 of 9,343Categories: Data, Cursor-rules, Coding & Debugging
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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Data
PromptBeginner5 minmarkdown

- **Impact**: Blast radius

data integrity consequences

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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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Data
PromptBeginner5 minmarkdown

In `TODO_bug-risk-analyst.md`

include:

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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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Data
PromptBeginner5 minmarkdown

- Check that concurrent data structures (ConcurrentHashMap

channels

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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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Data
PromptBeginner5 minmarkdown

- Check for startup ordering dependencies between services

databases

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Coding & Debugging
PromptBeginner5 minmarkdown

- Check for data validation at trust boundaries: API inputs

file uploads

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Data
PromptBeginner5 minmarkdown

- Assess data serialization and deserialization for version skew

missing fields

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Coding & Debugging
PromptBeginner5 minmarkdown

- Assess infrastructure-as-code changes for resource sizing

scaling policy

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Data
PromptBeginner5 minmarkdown

- Data races on shared mutable state without locks

atomics

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Coding & Debugging
PromptBeginner5 minmarkdown

- Evaluate backward compatibility risks in API changes

schema migrations

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Data
PromptBeginner5 minmarkdown

- Evaluate check-then-act patterns (TOCTOU) in file operations

database reads

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Coding & Debugging
PromptBeginner5 minmarkdown

- Detect assumptions about environment: hardcoded paths

platform-specific APIs

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Coding & Debugging
PromptBeginner5 minmarkdown

- Map all external dependency calls (database

API

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Data
PromptBeginner5 minmarkdown

- Check type coercion and implicit conversion points for data loss

truncation

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Coding & Debugging
PromptBeginner5 minmarkdown

- Examine control flow for unreachable code

dead branches

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Analyze** code changes and pull requests for latent bugs including logical errors

off-by-one faults

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