trader-train
Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals
How do I install this agent skill?
npx skills add https://github.com/ruvnet/ruflo --skill trader-trainIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The skill installs the neural-trader package via NPM and executes it using npx to train financial machine learning models. It appropriately uses the --ignore-scripts flag to enhance security during package installation. The skill processes model outputs and stores them in a persistent memory store, which introduces a minor indirect prompt injection surface typical of data-processing tools.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
Train neural prediction models using neural-trader's ML engine.
Steps:
- Ensure neural-trader is available:
npm ls neural-trader 2>/dev/null || npm install --ignore-scripts neural-trader - 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 - Review training output: loss curves, validation metrics, prediction accuracy
- Generate predictions with confidence intervals:
npx neural-trader --model MODEL --symbol TICKER --predict --horizon 5d - Compare model performance across types:
npx neural-trader --model-compare --symbol TICKER --models "lstm,transformer,nbeats" - Store model results (canonical
trading-analysisnamespace per ADR-126 Phase 1 — was previously stored to undeclaredtrading-models):mcp__plugin_ruflo-core_ruflo__memory_store({ key: "model-MODEL-TICKER-DATE", value: "TRAINING_RESULTS", namespace: "trading-analysis" }) - Train SONA on model outcomes:
mcp__plugin_ruflo-core_ruflo__neural_train({ patternType: "trading-model", epochs: 10 })
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/ruvnet/ruflo/trader-train">View trader-train on skillZs</a>