# Trader Portfolio

> Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan

- Skill: `thedixitjain/trader-portfolio` (Agent Skill)
- Install (CLI): `npx skillmds add thedixitjain/trader-portfolio`
- Raw SKILL.md: https://api.skillmd.com/api/skills/thedixitjain/trader-portfolio/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: thedixitjain (https://skillmd.com/u/thedixitjain)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/thedixitjain/trader-portfolio

---


Optimize portfolio allocation using neural-trader's portfolio engine.

Steps:
1. Ensure neural-trader is available:
   `npm ls neural-trader 2>/dev/null || npm install --ignore-scripts neural-trader`
2. Load current portfolio:
   `mcp__plugin_ruflo-core_ruflo__memory_search({ query: "current portfolio holdings", namespace: "trading-portfolio" })`
3. Run portfolio optimization:
   ```bash
   npx neural-trader --portfolio optimize
   ```
   With risk target:
   ```bash
   npx neural-trader --portfolio optimize --risk-target <number>
   ```
4. Get risk metrics:
   ```bash
   npx neural-trader --risk assess --portfolio current
   npx neural-trader --var --portfolio current
   npx neural-trader --correlation --portfolio current --flag-threshold 0.8
   ```
5. Use SONA for expected return prediction:
   `mcp__plugin_ruflo-core_ruflo__neural_predict({ input: "expected returns for [HOLDINGS] given current regime" })`
6. Generate rebalancing plan:
   ```bash
   npx neural-trader --portfolio rebalance
   ```
   Output: trades needed, current vs target weights, estimated costs
7. Search for similar allocations in history:
   `mcp__plugin_ruflo-core_ruflo__agentdb_pattern-search({ query: "optimized portfolio Sharpe > 1", namespace: "trading-portfolio" })`
8. Store optimized allocation:
   `mcp__plugin_ruflo-core_ruflo__memory_store({ key: "portfolio-optimal-TIMESTAMP", value: "ALLOCATION_JSON", namespace: "trading-portfolio" })`

---

**Source:** [`ruvnet/ruflo`](https://github.com/ruvnet/ruflo) → `plugins/ruflo-neural-trader/skills/trader-portfolio/SKILL.md`