Llm Trading Agent Security
- 1.4k installs
- 238k repo stars
- Updated August 5, 2026
- affaan-m/ecc
This is a copy of llm-trading-agent-security by affaan-m - installs and ranking accrue to the original listing.
llm-trading-agent-security is a Claude Code ECC skill that defines layered security controls for LLM agents with transaction-signing or treasury authority for developers who must harden autonomous trading bots before gra
About
llm-trading-agent-security is an ECC skill for adding layered security controls when LLM agents receive authority to sign transactions or manage treasury operations. Developers reach for it when autonomous trading bots, DeFi agents, or treasury automation could move funds without human-in-the-loop safeguards. The skill targets key management boundaries, transaction approval flows, and agent permission minimization for high-risk financial automation. The published catalog entry notes an in-progress Japanese translation in some mirrors, but the English skill intent remains: prevent credential leakage and unauthorized signing before agents connect to wallets or exchange APIs. Use during security design reviews of LLM trading systems where a single prompt injection or tool misconfiguration could drain accounts. Pair with broader agent sandbox skills when shell, network, and secrets permissions overlap.
- Covers prompt injection, spend limits, pre-send simulation, circuit breakers, MEV protection, and key handling
- Treats prompt hygiene, spend policy, simulation, execution limits, and wallet isolation as independent controls
- Includes regex-based sanitization for financial prompt injection patterns
- Designed for agents with wallet or transaction signing authority
Llm Trading Agent Security by the numbers
- 1,369 all-time installs (skills.sh)
- +85 installs in the week ending Aug 5, 2026 (Skillselion tracking)
- Data as of Aug 6, 2026 (Skillselion catalog sync)
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| Installs | 1.4k |
|---|---|
| repo stars | ★ 238k |
| Last updated | August 5, 2026 |
| Repository | affaan-m/ecc ↗ |
How do you secure LLM agents that sign crypto transactions?
Add layered security controls when giving an LLM agent authority to sign transactions or manage treasury operations.
Who is it for?
Developers building LLM trading or DeFi agents who need structured security layers before enabling wallet signing, treasury transfers, or autonomous on-chain transactions.
Skip if: Read-only market analytics bots without signing authority, or teams seeking generic web app OWASP guidance unrelated to agent treasury control.
When should I use this skill?
A developer gives an LLM agent transaction-signing authority, treasury management, wallet access, or autonomous trading execution requiring security hardening.
What you get
Layered security control plans, transaction approval workflows, and hardened agent permission boundaries for treasury and signing operations.
- Security control checklists
- Transaction approval flow designs
Files
llm-trading-agent-security - 日本語翻訳進行中
このファイルの翻訳は実装中です。英語版は元のスキルファイルを参照してください。
詳細は：D:/tmp/everything-claude-code/skills/llm-trading-agent-security/SKILL.md
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What does llm-trading-agent-security protect against?
llm-trading-agent-security adds layered controls when LLM agents can sign transactions or manage treasury operations. It focuses on minimizing wallet permissions, preventing credential leakage, and requiring approval boundaries before autonomous trading bots move funds.
When should llm-trading-agent-security be applied?
llm-trading-agent-security should run during security design before granting an LLM agent signing keys or treasury authority. Apply it when building DeFi bots, exchange automation, or any agent workflow where prompt injection or tool misuse could trigger unauthorized transfers.