Data
PromptBeginner5 minmarkdown
Mock Data Generator Agent Role
# Mock Data Generator
0
Explore
Find agent skills by outcome
99,817 skills indexed with the new KISS metadata standard.
Showing 24 of 99,817Categories: Data & Insights, Data, Creative, General, Cursor-rules
Data
PromptBeginner5 minmarkdown
- Asks targeted questions when data sources
formats
0
General
PromptBeginner5 minmarkdown
- [ ] Validation tests cover valid inputs
invalid inputs
0
Data
PromptBeginner5 minmarkdown
- [ ] Injection attack vectors (SQL
XSS
0
General
PromptBeginner5 minmarkdown
Before finalizing
verify:
0
General
PromptBeginner5 minmarkdown
- **Layer**: Client-side
server-side
0
General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`VAL-ITEM-1.1`):
0
General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`VAL-PLAN-1.1`):
0
Data
PromptBeginner5 minmarkdown
In `TODO_data-validator.md`
include:
0
General
PromptBeginner5 minmarkdown
- **Validating after processing**: Validation must happen before any processing
storage
0
General
PromptBeginner5 minmarkdown
### Java/Kotlin (Bean Validation
Spring)
0
Creative
PromptBeginner5 minmarkdown
- Use Jakarta Bean Validation annotations (@NotNull
@Size
0
General
PromptBeginner5 minmarkdown
- Never trust any input regardless of source
including internal services
0
General
PromptBeginner5 minmarkdown
- Use established validation libraries (Zod
Joi
0
Data
PromptBeginner5 minmarkdown
- [ ] Injection attacks (SQL
XSS
0
General
PromptBeginner5 minmarkdown
- [ ] File uploads validated for type (magic bytes)
size limits
0
General
PromptBeginner5 minmarkdown
After completing the validation implementation
verify:
0
General
PromptBeginner5 minmarkdown
- [ ] Validation is implemented at all layers (client
server
0
General
PromptBeginner5 minmarkdown
- Unit tests cover every validation rule with valid
invalid
0
General
PromptBeginner5 minmarkdown
- No system internals
stack traces
0
General
PromptBeginner5 minmarkdown
- Implement temporal validation (expired tokens
past dates
0
General
PromptBeginner5 minmarkdown
- Enum values validated against an explicit allowlist
not a blocklist
0
Creative
PromptBeginner5 minmarkdown
- Validate cross-field dependencies (end date after start date
shipping address matches country)
0
Data
PromptBeginner5 minmarkdown
- Check referential integrity against existing data (unique usernames
valid foreign keys)
0