MCPInstall

trader-train

by ruvnet

Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals

Installs
736
Last 24h
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Trending rank
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Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/ruvnet/ruflo --skill trader-train
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads trader-train automatically when relevant.

  3. 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.

Train neural prediction models using neural-trader's ML engine.

Steps:

  1. Ensure neural-trader is available: npm ls neural-trader 2>/dev/null || npm install --ignore-scripts neural-trader
  2. Train the specified model: 
    npx neural-trader --model lstm --symbol TICKER --confidence 0.95
npx neural-trader --model transformer --symbol TICKER --predict
npx neural-trader --model nbeats --symbol TICKER --decompose
  3. Review training output: loss curves, validation metrics, prediction accuracy
  4. Generate predictions with confidence intervals: 
    npx neural-trader --model MODEL --symbol TICKER --predict --horizon 5d
  5. Compare model performance across types: 
    npx neural-trader --model-compare --symbol TICKER --models "lstm,transformer,nbeats"
  6. Store model results (canonical trading-analysis namespace per ADR-126 Phase 1 — was previously stored to undeclared trading-models): mcp__plugin_ruflo-core_ruflo__memory_store({ key: "model-MODEL-TICKER-DATE", value: "TRAINING_RESULTS", namespace: "trading-analysis" })
  7. Train SONA on model outcomes: mcp__plugin_ruflo-core_ruflo__neural_train({ patternType: "trading-model", epochs: 10 })

FAQ

What does the trader-train skill do?

Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals

How do I install trader-train?

Run npx skills add https://github.com/ruvnet/ruflo --skill trader-train 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-train/ (personal) or .claude/skills/trader-train/ (project).

Which AI agents can use trader-train?

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-train 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-train?

It is published by ruvnet in ruvnet/ruflo. It has 736 recorded installs.

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