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Showing 24 of 14,522Categories: Writing & Content, Productivity, Coding & Debugging

Productivity

PromptBeginner5 minmarkdown

- Treat every requirement below as an explicit

trackable task.

Mar 28, 2026

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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- Treat every requirement below as an explicit

**RULE:** When using this prompt

- **Remediation**: Specific code fix

- **Scope**: Code paths

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

- **Hardcoded environmental assumptions**: Paths

- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks

- Flag findings with no automated detection path (no test

- Check that memory read/write operations specify behavior for cold starts

- Rank findings by the product of probability and blast radius

- Verify that every new variable is initialized before use on all code paths

- Start from the diff

- Check for data validation at trust boundaries: API inputs

- Assess infrastructure-as-code changes for resource sizing

- Evaluate backward compatibility risks in API changes

- Review async/await chains for dropped awaitables

- Detect non-atomic read-modify-write sequences on shared variables

- Detect assumptions about environment: hardcoded paths

- Map all external dependency calls (database

- Examine control flow for unreachable code

- **Evaluate** state machine fragility in agent definitions

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

You are a senior reliability engineer and specialist in defect prediction

- Treat every requirement below as an explicit

RULE: When using this prompt

- Remediation: Specific code fix

- Scope: Code paths

- Hardcoded environmental assumptions: Paths

- Implicit ordering assumptions: Code that depends on a specific execution order of async tasks

- Evaluate state machine fragility in agent definitions

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