sigui-security

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AI security oracle for blockchain transactions. Evaluates EVM, Starknet, and Aptos transactions in real time using the Sigui Protocol — detecting drain stars, mixer chains, Sybil swarms, and flash-loan exploits before execution. Returns ALLOW / BLOCK / ESCALATE with an on-chain proof. Requires a real Sigui API endpoint; demo mode available for testing.

ibonon By ibonon schedule Updated 6/2/2026

name: sigui-security version: "2.0.1" description: > AI security oracle for blockchain transactions. Evaluates EVM, Starknet, and Aptos transactions in real time using the Sigui Protocol — detecting drain stars, mixer chains, Sybil swarms, and flash-loan exploits before execution. Returns ALLOW / BLOCK / ESCALATE with an on-chain proof. Requires a real Sigui API endpoint; demo mode available for testing. author: "Warma Abdoul Ibonon Eric ericwarma2006@gmail.com" homepage: "https://github.com/ibonon/Sigui" license: MIT tags:

  • blockchain
  • security
  • web3
  • defi
  • ai-agent
  • ethereum
  • starknet
  • aptos read_when:
  • The user explicitly asks to evaluate, audit, or check the safety of a specific blockchain transaction before sending it
  • The user says "check this address", "is this contract safe", or "evaluate this transaction" and provides concrete parameters (address, amount, chain)
  • The user reports a suspected rug pull, drain attack, phishing approval, or flash-loan exploit they want analyzed
  • An autonomous agent is about to submit an on-chain transaction and needs security clearance install: run: bash install.sh requires: python: ">=3.10" packages:
    • "sigui-sdk>=0.3.1"
    • "rich>=13.0.0"

Sigui Protocol Security Skill 🛡️

Sigui is a multi-chain AI security oracle that evaluates blockchain transactions before they execute, using a native Spatio-Temporal Transformer (Trustformer/T-GAT) to detect coordinated attacks in real time.

[!IMPORTANT] This skill requires a real Sigui API endpoint for production use. Set SIGUI_API_URL to your node URL. Without it, the script exits safely (fail-closed). A --demo flag is available for testing, but MUST NOT be used to authorize real funds.


🔐 Security Model

This skill is designed with a fail-closed security policy:

Situation Behavior
No API URL configured ❌ Exits with error — does NOT simulate
API unreachable ❌ Exits with error — does NOT simulate
ALLOW verdict ⏸️ Pauses and asks for explicit user confirmation
BLOCK verdict 🚫 Immediately returns exit code 1
ESCALATE verdict 🔍 Requests deep analysis with --escalate
--demo flag set ⚠️ Shows prominent warning — heuristic only

🧠 Agent Instructions (Chain of Thought)

When a user explicitly asks to evaluate a specific transaction, follow these steps:

Step 1 — Extract Parameters

Identify from the user's message:

  • amount: transaction value (convert to USDC equivalent if needed)
  • destination: the target wallet or contract address
  • chain: the blockchain (default arc)
  • action: the action type (transfer, approve, swap, bridge, mint)

If any required parameter is missing, ask the user before running the evaluation.

Step 2 — Ask for Explicit Confirmation Before Running

Before executing the script, show the user:

"I'm about to evaluate this transaction with the Sigui security oracle:

  • Amount: {amount} USDC
  • Destination: {destination}
  • Chain: {chain}
  • Action: {action} Shall I proceed?"

Step 3 — Run the Evaluation

python ~/.openclaw/workspace/skills/sigui-security/evaluate.py \
  --amount {amount} \
  --destination {destination} \
  --action {action} \
  --chain {chain}

Step 4 — Interpret the Exit Code

Exit Code Verdict Agent Action
0 ALLOW Ask user: "Sigui approves. Do you confirm the transaction?" Only proceed if user says yes.
1 BLOCK 🚫 ABORT. Tell the user the threat detected. Do NOT proceed.
2 ESCALATE Ask user if they want deep analysis, then re-run with --escalate.
3 Error Report the error. Do NOT proceed with the transaction.

Step 5 — After ALLOW: Require User Confirmation

Re-run with --confirmed only after the user explicitly says yes:

python evaluate.py --amount {amount} --destination {destination} \
  --action {action} --chain {chain} --confirmed

🛠️ Setup

1. Install Dependencies (automatic)

The skill auto-installs sigui-sdk when first run. Or run manually:

bash ~/.openclaw/workspace/skills/sigui-security/install.sh

2. Configure Your Sigui Endpoint (required for production)

export SIGUI_API_URL="https://your-sigui-node.com"
export SIGUI_CHAIN="arc"           # Optional, default: arc
export OPENCLAW_AGENT_ID="my_agent"  # Optional

3. Test in Demo Mode (non-authoritative)

python evaluate.py --amount 50 --destination 0xYourAddress --demo

⚠️ Demo mode output is a local heuristic simulation, NOT an oracle evaluation. Never use demo results to authorize transactions.


📊 Verdict Table

Verdict Risk Score Meaning
ALLOW 0.0–0.35 Transaction appears safe — await user confirmation
ALLOW_WITH_CAP 0.35–0.55 Safe up to spending cap — await user confirmation
ESCALATE 0.55–0.80 Ambiguous — request deep analysis before deciding
BLOCK 0.80–1.0 Threat detected — do NOT proceed

Safety Score = (1 - risk_score) × 1000. Higher = safer.


🛡️ Threats Detected

Attack Description
Drain Star Orchestrator draining multiple wallets simultaneously
Mixing Chain Layered hops through mixers to obscure fund origin
Sybil Swarm Fake-identity cluster attacking governance or airdrops
Flash Loan Exploit Oracle price manipulation within one atomic block
Honeypot Contract Buy-enabled, sell-disabled token trap
Rug Pull Liquidity removal by deployer
Phishing Signature Malicious eth_sign / permit approval

🔗 Links

Install via CLI
npx skills add https://github.com/ibonon/Sigui --skill sigui-security
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