Individual skill

trader-cloud-backtest

Run a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud runtime instead of locally

plugins/ruflo-neural-trader/skills/trader-cloud-backtest/SKILL.md

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# Cloud backtest / train (neural-trader on a Managed Agent)

Dispatch a **heavy** `neural-trader` job to an Anthropic Claude Managed Agent (cloud container) instead of running it locally. See project ADR-117 (recipe + cost rules) and ADR-115 (the `managed_agent_*` runtime).

## When to use this vs `trader-backtest` (local)

| Job | Runtime |
|---|---|
| Quick sanity check; one short backtest (< ~1 min) | local — use the `trader-backtest` skill |
| Multi-year **walk-forward**, big **Monte-Carlo** count, **parameter sweep** over a grid, or **model training** (LSTM/Transformer/N-BEATS) | **cloud — this skill** |

Prereq: `ANTHROPIC_API_KEY` (or `CLAUDE_API_KEY`) + Managed Agents beta access. If `managed_agent_*` returns "needs ANTHROPIC_API_KEY", fall back to the local `trader-backtest` skill.

## Steps