oscAI

🧠 What is oscAI?

oscAI is an advanced AI-powered smart contract analysis engine designed to automatically audit, simulate, and score token contracts on the Ethereum blockchain. Built on OSCA Stack’s unique infrastructure, oscAI combines the power of virtualized Ethereum mainnet forks with large language models (LLMs) to test contract behavior under real-world conditions.

Unlike traditional audit platforms that rely solely on static code analysis, oscAI simulates every interaction a contract might encounter — from standard transfers and trading to complex honeypot and blacklist traps — in thousands of dynamic permutations.

🎯 Why Was oscAI Created?

The majority of DeFi users are exposed to smart contract risk daily — without knowing it. Common threats include:

  • Fake renouncements and fake locks

  • Hidden mint functions or tax manipulation

  • Honeypots and anti-sell mechanisms

  • Backdoors via proxy patterns or admin-only calls

  • High slippage and stealth minting post-launch

oscAI was built to protect users and give developers better tools. It replaces slow, expensive manual audits with instant, intelligent simulations powered by machine learning and mainnet-fork testbeds.

⚙️ How oscAI Works

oscAI uses a three-layer system:

1. Code Intelligence Engine (LLM-based)

  • Parses smart contracts via GPT-based interpretation

  • Maps all functions: public, private, constructor, fallback

  • Analyzes inheritance, imports, comments, and naming patterns

  • Identifies behavior intention (e.g. isTransferDelayed, isBlacklisted)

2. Virtual Mainnet Fork Infrastructure

  • Forks the live Ethereum mainnet at current block height

  • Loads the contract in a private virtual container

  • Provides unlimited ETH and no gas cost for testing

  • Simulates all function calls 1,000+ times with random parameters

  • Emulates attacker scenarios, sniper bots, buy/sell tax patterns

3. Risk Scoring & Audit Generation

  • Assigns a score (0–100) based on behavioral analysis

  • Generates an audit report (JSON + PDF)

  • Tags contracts with flags: Mintable, Blacklistable, FakeLock, etc.

  • Explains each critical function in human-readable format

  • AI explains all test outcomes and intention matches

🧪 Key Test Scenarios

oscAI automatically performs:

  • Function spam testing with randomized inputs

  • Honeypot buy/sell simulations with slippage variance

  • Delay manipulation detection (e.g. transferCooldown)

  • Blacklist tests for known wallets + dummy addresses

  • MaxTxAmount/MaxWallet testing

  • Emergency withdrawal test calls

  • Multi-stage LP creation/removal sequences

  • Tax adjustment simulations at runtime

  • Proxy + delegatecall resolution (to hidden contracts)

  • Fake renouncement detection via context and flags

📊 Example Risk Matrix Output

Category
Result

Honeypot

❌ Not Detected

Mint Function

✅ Present

Proxy Pattern

❌ Not Detected

MaxTx Manipulation

✅ Potential Risk

Ownership Renounced

❌ Fake Renounce

Buy/Sell Tax Limits

✅ 10% / 15%

Audit Score

🔥 72 / 100

Each result is paired with a code snippet reference, a human explanation, and a simulation ID for replay.

📁 Audit Output & Transparency

oscAI provides:

  • Signed JSON audit file with full trace logs

  • PDF audit report with scoring and flagged behaviors

  • AI-generated summary of each function’s intent and result

  • Replayable simulation scenarios

  • Chain of Trust: All audits are timestamped and verifiable by DAO governance

🔗 Integration Options

  • Telegram Bot: Get instant audit via contract address

  • Web Interface: Upload, paste, or link any verified token

  • API Access: For wallets, launchpads, or private dashboards

  • oscaX Listing Filter: Only 100/100 scored tokens can list

🤖 Unique Advantage – Mainnet Simulation Forks

Unlike traditional security tools, oscAI forks the live Ethereum blockchain, providing a sandbox environment that reflects all real conditions — liquidity, balances, block timing, router addresses, etc.

  • No false positives based on empty testnets

  • Gas-free testing environment for deep exploration

  • Private containers for developer debugging

  • Simulations represent true market logic — not hypotheticals

🔐 Security First – Why It Matters

  • Users rely on unverified contracts every day

  • Rugpulls use complex, hidden logic

  • Manual audits miss behavioral nuance

  • AI + live testbed is the only futureproof solution

oscAI builds trust, predictability, and automation into Web3 safety.

💼 Revenue Model

  • API Monetization: Paid access to API endpoints for third-party use

  • Telegram Pro Plans: Premium tiers for high-frequency users

  • oscaX Integration: Used to calculate insurance risk fees

  • B2B Developer Access: Custom fork containers for testing environments

📘 Coming Soon

  • Governance dashboard for audit challenge proposals

  • Historical scam pattern search

  • Fork-as-a-Service portal for developers

  • Token deploy simulator

  • Predictive rug probability scoring

Smart contract risk isn’t optional — but protection can be. Welcome to autonomous, intelligent auditing. Welcome to oscAI.

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