trader-portfolio
Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan
- Installs
- 741
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/ruvnet/ruflo --skill trader-portfolio- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads trader-portfolio automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Optimize portfolio allocation using neural-trader's portfolio engine.
Steps:
- Ensure neural-trader is available:
npm ls neural-trader 2>/dev/null || npm install --ignore-scripts neural-trader - Load current portfolio:
mcp__plugin_ruflo-core_ruflo__memory_search({ query: "current portfolio holdings", namespace: "trading-portfolio" }) - Run portfolio optimization:
With risk target:
npx neural-trader --portfolio optimizenpx neural-trader --portfolio optimize --risk-target <number> - Get risk metrics:
npx neural-trader --risk assess --portfolio current npx neural-trader --var --portfolio current npx neural-trader --correlation --portfolio current --flag-threshold 0.8 - Use SONA for expected return prediction:
mcp__plugin_ruflo-core_ruflo__neural_predict({ input: "expected returns for [HOLDINGS] given current regime" }) - Generate rebalancing plan:
Output: trades needed, current vs target weights, estimated costs
npx neural-trader --portfolio rebalance - Search for similar allocations in history:
mcp__plugin_ruflo-core_ruflo__agentdb_pattern-search({ query: "optimized portfolio Sharpe > 1", namespace: "trading-portfolio" }) - Store optimized allocation:
mcp__plugin_ruflo-core_ruflo__memory_store({ key: "portfolio-optimal-TIMESTAMP", value: "ALLOCATION_JSON", namespace: "trading-portfolio" })
FAQ
What does the trader-portfolio skill do?
Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan
How do I install trader-portfolio?
Run npx skills add https://github.com/ruvnet/ruflo --skill trader-portfolio in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/trader-portfolio/ (personal) or .claude/skills/trader-portfolio/ (project).
Which AI agents can use trader-portfolio?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is trader-portfolio safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains trader-portfolio?
It is published by ruvnet in ruvnet/ruflo. It has 741 recorded installs.
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