hunt-business-logic
hunt-business-logic is an code AI skill with a core value of Hunting skill for business logic vulnerabilities. It
helps developers solve real-world problems in the code domain, boosting
efficiency, automating repetitive tasks, and optimizing workflows.
Hunting skill for business logic vulnerabilities.
Quick Facts
mkdir -p ./skills/hunt-business-logic && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/hunt-business-logic/SKILL.md -o ./skills/hunt-business-logic/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
> **⚠️ AUTHORIZED USE ONLY**
> This skill is for educational purposes or authorized security assessments only.
> You must have explicit, written permission from the system owner before using this tool.
> Misuse of this tool is illegal and strictly prohibited.
> **Mandatory confirmation gate**
> Before running any command that probes, exploits, changes, persists on, extracts data from, or attempts credential access against a target:
> 1. Ask the user to state the exact target URL, IP, account, or resource.
> 2. Ask the user to confirm written authorization and the permitted scope.
> 3. Show the exact command(s) and explain their expected effect.
> 4. Wait for explicit confirmation in the current conversation.
>
> Without that confirmation, remain read-only and provide defensive guidance only. Prefer a sandbox, disposable VM, or controlled lab.
Crown Jewel Targets
Business logic vulnerabilities pay highest in platforms where financial transactions, identity verification, and access controls intersect with real-world consequences. The richest targets are:
- **E-commerce & payment platforms** (Valve/Steam, Shopify) — payment flow manipulation, free goods, price tampering
- **Marketplace & gig economy apps** (Airbnb, Uber) — identity/verification bypass enabling fraud or unsafe interactions
- **SaaS with tiered access** (Mozilla Monitor) — bypassing verification to unlock monitoring features without entitlement
- **High-traffic consumer apps** (Snapchat, Yelp) — rate-limit bypass enabling spam, enumeration, or abuse at scale
Asset types that pay: checkout flows, subscription endpoints, callback/verification systems, webhook handlers, employee/internal portals exposed to the internet, and any endpoint that trusts client-supplied data to make authorization decisions.
---
Attack Surface Signals
**URL patterns to watch:**
- `/checkout`, `/order`, `/subscribe`, `/payment`, `/verify`, `/confirm`, `/callback`
- `/internal`, `/employee`, `/summit`, `/staff`, `/admin` — internal pages accidentally public
- `/api/v*/payment`, `/api/v*/notify`, `/webhook` — payment provider callbacks
- Endpoints accepting `X-Forwarded-For`, `X-Real-IP`, `CF-Connecting-IP` headers
**Response/header signals:**
- `Set-Cookie` with unvalidated session state tied to cart or order data
- Payment provider names in responses: `Smart2Pay`, `Stripe`, `PayPal`, `Braintree`
- Redirect chains through third-party payment pages (in-flight data opportunity)
- `200 OK` on subscription/verification endpoints with no CAPTCHA or token
**JS patterns:**
- Hardcoded internal URLs in frontend bundles (`/employee/`, `/staff/`, `/internal/`)
- Client-side price calculation before server submission
- Verification logic that only checks on the frontend (`if (verified) { ... }`)
- `fetch('/api/subscribe', { method: 'POST', body: ... })` with no anti-CSRF token or rate-limit token
**Tech stack signals:**
- Shopify storefronts with draft/unpublished channel pages
- Apps using IP-based rate limiting without session/account binding
- Payment webhooks with no HMAC signature validation
- SMS/phone callback flows that don't verify ownership before enabling features
---
Step-by-Step Hunting Methodology
1. **Map all authentication boundaries.** Spider the target. Identify pages/endpoints that serve authenticated content (employee portals, premium features, order pages) and test each unauthenticated. Look for internal pages indexed in JS bundles or linked from robots.txt/sitemap.xml.
2. **Identify every verification flow.** Enumerate: email verification, phone/SMS verification, payment verification, CAPTCHA, age gates. For each, test: what happens if you skip the verification step entirely? What happens if you replay a valid token on a different account?
3. **Test rate-limiting controls on every form.** For every POST endpoint (subscribe, login, OTP, search), send 50+ rapid requests. Vary: remove cookies, rotate `X-Forwarded-For` / `X-Real-IP` headers, change `User-Agent`.
🎯 Best For
- Claude users
- Software engineers
- Development teams
- Tech leads
💡 Use Cases
- Code quality improvement
- Best practice enforcement
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply hunt-business-logic to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Is hunt-business-logic compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for hunt-business-logic?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install hunt-business-logic?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/hunt-business-logic/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.