技能详情（站内镜像，无评论）
作者：RunByDaVinci @clawdiri-ai
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v0.1.0
统计：⭐ 0 · 28 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：可疑 · OpenClaw ：良性
Package：clawdiri-ai/einstein-research-backtest-engine-dv
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：良性
OpenClaw 评估
The package and runtime instructions are coherent with a programmatic backtest engine: requirements, code, and behavior align with the described purpose, with only minor implementation notes the user should be aware of (notably that supplying/running custom strategy files will execute code).
目的
The skill is described as a programmatic backtest engine and the included Python scripts implement data loading (yfinance/CSV), built-in strategies, signal generation, transaction-cost models, walk-forward capabilities, regime detection, and metric calculation. The declared requirements (no env vars, no binaries) match the contents: it needs Python and standard data science libs (pandas/numpy/yfinance) which are documented in README.
说明范围
SKILL.md and README describe running a CLI and passing a strategy definition or CSV. The runtime instructions and code operate strictly within backtesting scope (price data, strategy logic, metrics). Two items to note: (1) SKILL.md references a 'backtest-engine' CLI while the bundle provides scripts/backtest_engine.py — the script provides a CLI but there is no explicit wrapper named 'backtest-engine' included. (2) The engine supports loading …
安装机制
There is no install spec — this is an instruction + script bundle. That minimizes install-time risk. Dependencies are standard Python packages (yfinance, pandas, numpy, scipy) declared in README; no external downloads or obscure install URLs are used.
证书
The skill requests no environment variables or credentials, and its runtime behavior (network access to Yahoo via yfinance and reading a user-specified CSV path) is proportionate to its purpose. There are no unexpected credential requests. Note: it does use internet access for yfinance and may attempt to fetch SPY separately for regime detection if not present.
持久
The skill does not request permanent presence (always:false) and does not attempt to modify other skills or system-wide settings. It runs as a standalone script; no elevated privileges or persistent installation are requested.
综合结论
This package appears to do what it says: run backtests against historical prices. Before using: (1) Be cautious when supplying or running custom strategy files — the engine dynamically imports and executes user-provided Python, so do not run strategies from untrusted sources. (2) Ensure you run it in a controlled environment with required Python deps installed (pandas, numpy, yfinance, etc.). (3) The engine will read CSVs from any path you pro…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Backtest Engine - Run Backtests」。简介：Programmatic backtesting framework for trading strategies. Runs backtests with …。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/clawdiri-ai/einstein-research-backtest-engine-dv/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
暂无本地缓存内容，可在后台执行详情同步。