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HFT Paper Trader — Autonomous Crypto Framework

Name: HFT Paper Trader — Autonomous Crypto Framework
Author: jamierossouw

作者 JamieRossouw · GitHub ↗ · v1.0.0

cross-platform ⚠ suspicious

855

总下载

当前安装

版本数

在 OpenClaw 中安装

/install hft-paper-trader

功能描述

High-frequency paper trading framework for crypto. Multi-indicator TA scoring (RSI/MACD/EMA/BB/OBV/StochRSI), position sizing (Kelly criterion), stop-loss ma...

使用说明 (SKILL.md)

HFT Paper Trader — Autonomous Crypto Trading Framework

A complete high-frequency paper trading system for building and testing autonomous crypto trading agents.

Architecture

Market Data (Binance public API)
    ↓
TA Engine (RSI + MACD + EMA + BB + OBV + StochRSI)
    ↓
Signal Score (-10 to +10)
    ↓
Kelly Position Sizer (0.05% risk per trade)
    ↓
Paper Portfolio Manager (PORTFOLIO.json)
    ↓
Trade Ledger (LEDGER.csv)

Features

Multi-indicator confluence: 7 indicators combined into one score
OBV divergence detection: hidden accumulation/distribution
Quarter-Kelly sizing: conservative risk management
Drawdown controls: auto-pause at 2% daily NAV
Full audit trail: every trade logged with entry/stop/target/outcome
Self-improvement loop: lessons.md updated after each loss

Usage

Use hft-paper-trader to run TA on BTC and place a paper trade

Use hft-paper-trader to check portfolio performance

Use hft-paper-trader to scan the watchlist and trade all signals

Watchlist

BTC ETH SOL XRP TRX DOGE ADA AVAX BNB LINK LTC SUI ARB OP NEAR DOT ATOM UNI MATIC

Performance

Binance paper NAV: $748+ on $750 starting capital. Daily target: 100+ trades.

安全使用建议

This SKILL.md looks like a README, not runnable code. Do not install it expecting an out-of-the-box HFT simulator. Before trusting it, ask the publisher for: 1) the actual implementation files or a reproducible install/run procedure; 2) specific Binance endpoints used and whether any API keys or testnet credentials are required; 3) a verifiable homepage or source repository and author identity; 4) exact file IO behavior (where PORTFOLIO.json / LEDGER.csv are stored); and 5) whether the agent will be allowed to autonomously fetch/run external code. If you cannot obtain those, treat the skill as documentation only and avoid giving it autonomous execution rights or any secrets.

功能分析

Type: OpenClaw Skill Name: hft-paper-trader Version: 1.0.0 The skill bundle describes a high-frequency paper trading framework. The `SKILL.md` file outlines its architecture, features, and usage, which are all consistent with a legitimate trading simulation tool. It mentions interacting with the Binance public API and managing local files (`PORTFOLIO.json`, `LEDGER.csv`, `lessons.md`) for state and logging, which are expected behaviors. There is no evidence of prompt injection, data exfiltration, malicious execution, persistence mechanisms, or any other harmful intent in the provided content.

能力评估

⚠ Purpose & Capability

The name/description promise a complete HFT paper-trading framework (multi-indicator TA engine, Kelly sizing, ledger, auto-pause, 300+ trades/day). However there are no code files, no install spec, no required binaries, and no declared environment variables. A legitimate framework would normally include code or a clear install/runtime plan; this skill provides none, which is incoherent with its stated capabilities.

⚠ Instruction Scope

The SKILL.md is high-level and vague: it references a 'hft-paper-trader' tool and Binance public API but gives no concrete commands, endpoints, or code. It tells the agent to 'Use hft-paper-trader' without specifying how. That grants the agent broad discretion (it could try to invent, download, or execute code) and is insufficient as a runtime instruction set.

ℹ Install Mechanism

There is no install spec (instruction-only). This is low technical risk by itself, but unexpected for a capability that claims complex, high-throughput behaviour — the absence of any code or install instructions is itself a red flag about whether the skill is what it claims to be.

ℹ Credentials

The skill declares no required environment variables or credentials. That could be legitimate if it only reads public market data, but a real paper-trading HFT framework often needs API keys (for paper/polygon/testnet endpoints or exchange test APIs), configuration, or persistent storage details. The lack of declared secrets or config is disproportionate to the described functionality.

✓ Persistence & Privilege

The skill does not request persistent privileges (always:false), does not modify other skills, and has no install actions. There is no evidence it will persist or escalate privileges on its own.

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 hft-paper-trader
安装完成后，直接呼叫该 Skill 的名称或使用 /hft-paper-trader 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: full HFT paper trading framework. 7-indicator TA engine, Kelly sizing, auto stop-loss, audit trail, self-improvement loop.

元数据

Slug hft-paper-trader

版本 1.0.0

许可证 —

累计安装 2

当前安装数 2

历史版本数 1

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