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Quant Analyst
by
zhengxinjipai
· GitHub ↗
· v1.0.0
1057
Downloads
0
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11
Active Installs
1
Versions
Install in OpenClaw
/install quant-analyst-skill
Description
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use...
Usage Guidance
This is an instruction-only guidance skill for quantitative analysis and appears coherent. Before using it in any real trading context: ensure your runtime has Python and the libraries it references (pandas, numpy, scipy), verify where market data and exchange API keys will come from (the skill does not request them), and be aware the SKILL.md references a resources/implementation-playbook.md file that is not included — ask the author for that resource if you need detailed examples. As with any trading guidance, test thoroughly in a sandbox or paper-trading environment before using real capital.
Capability Analysis
Type: OpenClaw Skill
Name: quant-analyst-skill
Version: 1.0.0
The skill bundle defines a standard quantitative analyst persona for financial modeling and strategy backtesting. The instructions in SKILL.md and metadata in skill.json are consistent with the stated purpose, focusing on data analysis, risk metrics, and portfolio optimization using standard libraries like pandas and numpy, with no evidence of malicious intent or suspicious behavior.
Capability Assessment
Purpose & Capability
Name, description, and SKILL.md focus on quantitative finance tasks (strategy development, backtesting, risk metrics). The guidance to use pandas/numpy/scipy is consistent with that purpose.
Instruction Scope
The instructions remain within the quant-analyst domain and do not ask for unrelated system credentials or data exfiltration. They do instruct the agent to 'open resources/implementation-playbook.md', but that file is not included in the bundle — this is a minor inconsistency that may lead the agent to look for local files. The SKILL.md also names libraries but provides no installation steps (expected for instruction-only skills).
Install Mechanism
No install spec or code files are included (instruction-only), which is low-risk. There is no external URL download or executable install behavior in the package.
Credentials
The skill declares no required environment variables, credentials, or config paths. This is proportionate for a guidance-only skill. Note: practical use for live data or exchange integration would require external API keys that are not requested here (not inherently a problem for an instruction-only skill).
Persistence & Privilege
The skill does not request 'always' or other elevated persistence privileges. It is user-invocable and allows model invocation (platform default).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install quant-analyst-skill - After installation, invoke the skill by name or use
/quant-analyst-skill - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of quant-analyst-skill—your toolkit for quantitative finance tasks.
- Enables building financial models, backtesting trading strategies, and analyzing market data.
- Implements key risk metrics, portfolio optimization techniques, and statistical arbitrage methods.
- Provides actionable workflows for tasks like trading strategy development and risk analysis.
- Includes best practice guidelines for data validation, backtesting, and performance evaluation.
- Outputs range from strategy code to risk reports and visualizations, focused on practical and realistic financial analysis.
Metadata
Frequently Asked Questions
What is Quant Analyst?
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use... It is an AI Agent Skill for Claude Code / OpenClaw, with 1057 downloads so far.
How do I install Quant Analyst?
Run "/install quant-analyst-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Quant Analyst free?
Yes, Quant Analyst is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Quant Analyst support?
Quant Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Quant Analyst?
It is built and maintained by zhengxinjipai (@zhengxinjipai); the current version is v1.0.0.
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