LLM Trading Agent Security
Security patterns for autonomous trading agents: injection defense, spend limits, pre-send simulation, circuit breakers, and wallet isolation.
- What
- Security patterns for autonomous trading agents: injection defense, spend limits, pre-send simulation, circuit breakers, and wallet isolation.
- Cost
- Free
- Needs
- Use "LLM Trading Agent Security" with your Muse.
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
Curated by Skill Harbor: a layered security playbook for autonomous trading agents that hold wallet or transaction authority, where a prompt injection or a bad tool path can turn directly into asset loss. Treats prompt hygiene, spend policy, simulation, execution limits, and wallet isolation as independent controls, because no single check is enough. Includes concrete patterns: sanitizing on-chain data before it enters the LLM context, hard per-transaction and daily spend limits enforced outside the model, simulating every transaction before sending with a mandatory min_amount_out, circuit breakers that halt on consecutive losses or drawdown, dedicated hot wallets funded with session money only (never the primary treasury), private mempool routing, and per-strategy slippage and deadlines. Ends with a pre-deploy checklist covering sanitization, limits, simulation, breakers, key handling, and audit logging. By @affaan-m, listed here with credit to its creator. From the affaan-m/ECC repository (MIT). Honest caveats: a checklist and pattern library, not a security audit; patterns are starting points, not guarantees. Real money is at stake: test on testnet first, keep keys in a secret manager, and never paste seed phrases into any chat. Skill Harbor never reviews the code, review it yourself before use.
Version:
Install
Copy the install package below, then paste it into MuseThe install prompt below already includes the vetting steps: your agent follows the community checklist before installing anything with executable code. Want more?
Use "LLM Trading Agent Security" with your Muse. REAL MONEY WARNING FIRST: this skill designs security for agents that move real assets. Start on testnet (e.g. Base Sepolia), enforce hard spend limits, and never paste private keys or seed phrases into any chat. Keys belong in a secret manager or environment variables, never in code or logs. 1. Open the skill: https://github.com/affaan-m/ECC/blob/main/skills/llm-trading-agent-security/SKILL.md and copy the full SKILL.md text. 2. Paste it into a chat with Muse and add: "Review the security of my trading agent's transaction path" or "Design wallet isolation for an agent that swaps on-chain." 3. Apply the pre-deploy checklist before granting any write authority; simulate every transaction before sending. Tip: layer the defenses; no single check is enough. A dedicated hot wallet with session funds only is the cheapest insurance you will ever buy. Safety: a skill is plain-text instructions; it runs nothing by itself. Never move real money through an agent you have not reviewed line by line.
Saved to your recent installs. Find it anytime on /connect.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.