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在 OpenClaw 中安装
/install openclaw-trading-suite
功能描述
End-to-end autonomous trading skill for swing and algo strategies with analysis, screening, risk controls, execution gating, logging, and continuous optimiza...
安全使用建议
Before installing or enabling this skill, consider the following: 1) Do not enable live trading until you have audited adapter implementations that will perform order submission (search for adapters that call broker APIs) and verified where API keys must be provided. 2) Require explicit, per-hypothesis live approvals and keep the default paper-only mode; test extensively in paper mode. 3) Inspect secrets handling (references/secrets_management.md and src/openclaw_trading_suite/security/secrets.py) to see exactly which environment variables, SecretRef names, or file paths the code reads — add those names to the registry or deny runtime access until confirmed. 4) Review SkillDiscoveryService / AdapterRouter code: if you want to prevent the skill from scanning other local skills or files, restrict its file-system permissions or ask the author to remove/limit discovery. 5) Run the test suite locally and audit network endpoints the code contacts (look for hostnames/IPs in adapter implementations). 6) If you plan to allow autonomous invocation, limit the agent's scope (e.g., prevent live-mode adapter credentials from being present in the same environment, require manual approval for any live switching). 7) If you cannot audit the code or confirm credential usage, consider treating this skill as research-only and avoid supplying real broker credentials.
功能分析
Type: OpenClaw Skill
Name: openclaw-trading-suite
Version: 1.0.0
The OpenClaw Trading Suite is a well-structured and professional scaffold for autonomous trading agents. It includes comprehensive risk management (autonomy levels, drawdown limits, and promotion gates), a persistence layer using SQLite with parameterized queries, and a modular adapter system for market data and execution. Notably, the bundle includes proactive security features in 'src/openclaw_trading_suite/security/', such as automated redaction of API keys, tokens, and AWS credentials from logs and structured data, as well as a standardized 'SecretRef' system to handle credentials securely without hardcoding. No evidence of malicious intent, data exfiltration, or unauthorized command execution was found.
能力评估
Purpose & Capability
The skill advertises full lifecycle trading (research → execution → live graduation) and references real brokers (Alpaca, Binance, Kalshi) in the plans, yet the registry lists no required environment variables, no primary credential, and no required config paths. A trading orchestration skill that can place live orders would legitimately require broker API keys, exchange credentials, or SecretRefs; their absence in the declared requirements is an incoherence that could be benign (the author left them out to be adapter-specific) but is unexpected and increases risk.
Instruction Scope
SKILL.md instructs the agent to ingest market/news data, run screeners, gate and execute orders, and 'log every step to persistent storage'. References and adapter contract docs instruct the use of a SkillDiscoveryService and AdapterRouter which explicitly scan local skill roots for SKILL.md capabilities — this gives the skill discretion to read local skill files and register adapter routes. Reading local skill roots can be plausible for adapter discovery but is broader scope than a simple 'trading helper' and could expose other local skill metadata; the instructions otherwise stay within trading purpose (paper-first by default, per-hypothesis approval for first live deployment).
Install Mechanism
No install spec is provided (instruction-only), and all code files are included in the repo. There is no remote download or external install command in the manifest, which reduces third-party install risk. However, the skill contains substantial Python modules (adapters, sqlite store, secrets handling), so runtime execution will depend on the agent environment's Python runtime and network access.
Credentials
The manifest declares no required env vars or primary credential even though the plans and docs explicitly reference Alpaca, Binance, Kalshi, and SecretRef handling. Trading and execution adapters normally require API keys and secrets; omitting them from requires.env is disproportionate. It is unclear whether the skill expects credentials to be supplied ad-hoc or via OpenClaw SecretRefs, but the registry should list at least the types of secrets the skill will access. Also, the repo contains a security/secrets.py module and references secrets_management.md, indicating credential handling logic — without explicit declared envs, users cannot easily audit what secret names the code will read at runtime.
Persistence & Privilege
The skill writes to persistent stores by design (SQLite-backed retention, model runs, orders, fills). That is coherent for a trading suite. The skill is not marked always:true. However, two points warrant attention: (1) the skill includes SkillDiscoveryService logic which scans local skill roots — this allows reading other local SKILL.md files and could reveal other skills' capabilities/config; (2) the agent-default autonomous invocation is permitted (disable-model-invocation: false). Autonomous invocation combined with persistence and potential adapter execution is expected for such a skill but raises operational risk if you enable live mode without strict guardrails.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install openclaw-trading-suite - 安装完成后，直接呼叫该 Skill 的名称或使用
/openclaw-trading-suite触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of openclaw-trading-suite — a unified skill for autonomous algo and swing trading workflows.
- Supports end-to-end trading-agent behavior: analysis, hypothesis creation, risk control, execution, and self-improvement.
- Designed for equities and crypto; enables swing, intraday, and event-driven strategies.
- Logs all decisions, fills, and outcomes for persistent analytics and ML/RL retraining.
- Start in paper mode with conservative risk and execution gating by default.
- Provides structured references for strategy implementation, data retention, autonomy, adapters, and orchestration.
元数据
常见问题
Openclaw Trading Suite 是什么？
End-to-end autonomous trading skill for swing and algo strategies with analysis, screening, risk controls, execution gating, logging, and continuous optimiza... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 297 次。
如何安装 Openclaw Trading Suite？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install openclaw-trading-suite」即可一键安装，无需额外配置。
Openclaw Trading Suite 是免费的吗？
是的，Openclaw Trading Suite 完全免费（开源免费），可自由下载、安装和使用。
Openclaw Trading Suite 支持哪些平台？
Openclaw Trading Suite 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Openclaw Trading Suite？
由 oscraters（@oscraters）开发并维护，当前版本 v1.0.0。
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