- Static test data only: Using fixed test data misses issues with data volume
variety
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19,402 skills indexed with the new KISS metadata standard.
variety
verify:
databases
write-heavy APIs >100 RPS per instance
error rate
structured error bodies
data type correctness
performance dashboards
database connection drops
timeout/retry logic
testing backward compatibility
load simulation
TASK-1.1) and use checklist items in outputs.
trackable task.
you must create a file named TODO_vulnerability-auditor.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEX.....
API Tester
not just descriptions of problems.
data exposure risk
include patch-style diffs or clearly labeled file blocks inside the TODO.
custom validators
safe raw SQL
SQL queries
include these additional checks.
credentials