AgentSkillify

Explore

Find agent skills by outcome

19,385 skills indexed with the new KISS metadata standard.

Showing 24 of 19,385Categories: Productivity, Data, Coding & Debugging, Communication
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...

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- **Remediation**: Specific code fix

configuration change

0
Data
PromptBeginner5 minmarkdownQuality: 24

- **Impact**: Blast radius

data integrity consequences

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- **Scope**: Code paths

modules

0
Data
PromptBeginner5 minmarkdownQuality: 24

In `TODO_bug-risk-analyst.md`

include:

0
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.

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- **Hardcoded environmental assumptions**: Paths

URLs

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

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

event handlers

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

- Rank findings by the product of probability and blast radius

not by defect category or code location.

0
Productivity
PromptBeginner5 minmarkdownQuality: 24

- Flag findings with no automated detection path (no test

no lint rule

0
Data
PromptBeginner5 minmarkdownQuality: 24

- Check that concurrent data structures (ConcurrentHashMap

channels

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

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

including early returns and exception handlers.

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

- Start from the diff

not the entire codebase; focus analysis on changed lines and their immediate callers and callees.

0
Data
PromptBeginner5 minmarkdownQuality: 24

- Check for startup ordering dependencies between services

databases

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Check for data validation at trust boundaries: API inputs

file uploads

0
Data
PromptBeginner5 minmarkdownQuality: 24

- Assess data serialization and deserialization for version skew

missing fields

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Assess infrastructure-as-code changes for resource sizing

scaling policy

0
Data
PromptBeginner5 minmarkdownQuality: 24

- Data races on shared mutable state without locks

atomics

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Evaluate backward compatibility risks in API changes

schema migrations

0
Productivity
PromptBeginner5 minmarkdownQuality: 24

- Review async/await chains for dropped awaitables

unobserved task exceptions

0
Data
PromptBeginner5 minmarkdownQuality: 24

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

database reads

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Detect assumptions about environment: hardcoded paths

platform-specific APIs

0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Map all external dependency calls (database

API

0
Data
PromptBeginner5 minmarkdownQuality: 24

- Check type coercion and implicit conversion points for data loss

truncation

0