Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/ShulkwiSEC/bb-hugenpx agentmods add skills/shulkwisec/bb-huge/business-logic-bypassWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/shulkwisec/bb-huge/business-logic-bypass)<a href="https://agentmods.dev/skills/shulkwisec/bb-huge/business-logic-bypass"><img src="https://agentmods.dev/badge/skills/shulkwisec/bb-huge/business-logic-bypass/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/shulkwisec/bb-huge/business-logic-bypass"><img src="https://agentmods.dev/badge/skills/shulkwisec/bb-huge/business-logic-bypass.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00081 | $0.02148 |
| Opus 5 | $0.00041 | $0.01074 |
| Sonnet 5 | $0.00016 | $0.00430 |
| Haiku 4.5 | $0.00008 | $0.00215 |
Grade A, and why
business-logic-bypass scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
resp = requests.post( Copies of this mod
1 near-identical copy found in the catalogue:
- business-logic-bypass — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 212 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Business Logic Flaws & Bypasses
When to Use
- When testing critical business functions (Checkout carts, Fund transfers, Password resets, Subscription tiers).
- During deep manual penetration tests and Bug Bounty programs (logic bugs yield very high bounties and cannot be found by automated scanners).
- When standard input validation tools (SQLmap, XSS payloads) yield no results.
Prerequisites
- Authorized scope and target URLs from bug bounty program
- Burp Suite Professional (or Community) configured with browser proxy
- Familiarity with OWASP Top 10 and common web vulnerability classes
- SecLists wordlists for fuzzing and enumeration
Workflow
Phase 1: Application Mapping & Rule Identification
# 1. Map the 'Happy Path'
# Use the application exactly as intended. Buy an item, apply a coupon, check out, track shipping.
# Intercept all traffic using Burp Suite and send it to the Proxy History.
# 2. Identify Business Rules (The Assumptions)
# What is the application assuming you will do?
# Examples:
# - A user will a coupon once.
# - A user will not put a negative quantity in the shopping cart.
# - A user must pay step 3 before jumping to step 4 (download).
# - A user will only transfer funds from an account they own.
Phase 2: Price and Parameter Tampering
# Focus: Tampering with invisible parameters or data types during transit.
# 1. Negative Values & Integer Overflow
# Send POST /cart/add
# {"item_id": 12, "quantity": -10}
# Try negative quantities to reduce the total cart price.
# Try MAX_INT (2147483647 + 1) to roll over prices to negative values.
# 2. Price Manipulation directly
# Send POST /checkout
# Does the client decide the price instead of the DB?
# {"item_id": 12, "price": 0.01}
# 3. Currency / Type Mismatch
# Send POST /transfer
# {"amount": "100.00USD", "to": "attacker"}
# What if you change currency? {"amount": "100.00JPY"}
# What if you pass an Array instead of a String? {"amount": [1000]}
Phase 3: Workflow Order Circumvention (Skipping Steps)
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 212 lines · 81 tokens per session scan A 6f362604b21c
business-logic-bypass is a skill published in the GitHub repository ShulkwiSEC/bb-huge (22 stars, last pushed 2mo ago), licensed MIT. It adds 81 tokens to every session and 2,148 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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