Business logic vulnerability testing for web/mobile/API engagements. Covers workflow bypass, state machine violations, multi-step process abuse, price/quantity/discount manipulation, currency confusion, coupon stacking, refund/chargeback abuse, race conditions on logic boundaries, parameter tampering for hidden flows, role/tenant boundary violations, time-of-check vs use, anti-automation defeat, fraud-detection evasion, and subscription/quota abuse.
SkillScore77Maintained
Automatic
◆Security & AppSec pack
Last verified 8/12/2026
What it changes
Passed 17 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill77%
Checks it passed that the model alone missed
Filters out standard non-accessible HTTP response status codes 401, 403, and 404
Requires an end-to-end automated PoC script that executes without manual intervention steps
Recommends modifying the HTTP Date header to simulate past or future request execution times
and 2 more in the full report
5 fixed12 passed either way4 still failing1 broke
Pass-rate lift
+18 pp
Tokens
+148%
Agent turns
0%
Response time
+6%
Model gemini-3.6-flashMeasured 8/12/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
When modeling an e-commerce order workflow during an application security audit, developers usually list API routes. Explain the required formal components needed to audit the logic flow beyond basic path listing.
What was checked, without and with the skill
Checked
Without skill
With skill
Identifies states as a distinct required modeling component for workflow analysis
Passed
Passed
Identifies allowed transitions between states as a distinct required modeling component
Passed
Passed
Identifies side effects such as balance updates or webhooks as a distinct required modeling component
Missed
Passed
case-04 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md393 linessingle file
Business Logic — Offensive Testing Methodology
Business logic flaws are the highest-paying class of vulnerability for bug bounty and the hardest for scanners to detect. They live in the gap between what the developer specified and what an attacker can convince the system to accept.
Quick Workflow
Map every multi-step flow as a state machine (states + allowed transitions + side effects)
For each transition, ask: who can call it, in what state, with what inputs, how many times
Probe each axis (state, identity, input, frequency) for assumptions
Combine flaws — single-axis flaws are usually low severity; chains are critical
Quantify financial impact per finding (loss-per-attack × scale)