Coding & Debugging
PromptBeginner5 minmarkdown
- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks
event handlers
0
Explore
Find agent skills by outcome
17,730 skills indexed with the new KISS metadata standard.
Showing 24 of 17,730Categories: Data, Productivity, Communication, Coding & Debugging
Productivity
PromptBeginner5 minmarkdown
- Flag findings with no automated detection path (no test
no lint rule
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Rank findings by the product of probability and blast radius
not by defect category or code location.
0
Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Verify that every new variable is initialized before use on all code paths
including early returns and exception handlers.
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
0
Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
0
Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Check for data validation at trust boundaries: API inputs
file uploads
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Assess infrastructure-as-code changes for resource sizing
scaling policy
0
Data
PromptBeginner5 minmarkdown
- Data races on shared mutable state without locks
atomics
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Evaluate backward compatibility risks in API changes
schema migrations
0
Productivity
PromptBeginner5 minmarkdown
- Review async/await chains for dropped awaitables
unobserved task exceptions
0
Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Map all external dependency calls (database
API
0
Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Examine control flow for unreachable code
dead branches
0
Productivity
PromptBeginner5 minmarkdown
- **Evaluate** state machine fragility in agent definitions
workflow orchestrators
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Analyze** code changes and pull requests for latent bugs including logical errors
off-by-one faults
0
Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior reliability engineer and specialist in defect prediction
runtime failure analysis
0
Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
0
Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
0
Data
PromptBeginner5 minmarkdown
Bug Risk Analyst Agent Role
# Bug Risk Analyst
0