TensorTrade RL Env

TensorTrade RL Env: TensorTrade RL Env: specialized toolkit for 3+ finance workflows covered in the triggers section.

QuantitativePortfolioReinforcement Learning
✓ 0 reported success·v0.1.0·

Overview

TensorTrade RL Env skill for finance analytics + 回测. Covers 3+ use cases. (batch-v1 draft, needs English review) This skill is built on open-source project zvtvz/zvt and embeds 25 anti-pattern constraints. Visit doramagic.ai/r/tensortrade-rl-env for bilingual documentation and use cases. Compatible with the Doramagic ecosystem (Claude Code, Cursor, openclaw, ChatGPT, Gemini, etc.).

Blueprint Source

finance-bp-130

zvtvz/zvt6360a632 source files

Constraints

69total
44fatal
44 must-not-violate

Evidence Quality

Confidence88%

Medium confidence — review before critical use

44 non-negotiable constraints

FATALdomain_rulefinance-C-001

WHENWhen implementing financial quantity calculations

ACTIONUse Decimal type for each monetary values instead of float

CONSEQUENCEFloating-point arithmetic causes rounding errors in financial calculations, leading to incorrect order sizing and portfolio valuations that compound over time

domain-constraint
FATALdomain_rulefinance-C-002

WHENWhen validating quantity operations between instruments

ACTIONValidate instrument compatibility before performing arithmetic operations

CONSEQUENCEOperations between incompatible instruments (e.g., BTC/USD + ETH/USD) produce semantically incorrect results without raising errors

domain-constraint
FATALclaim_boundaryfinance-C-016

WHENWhen evaluating trading strategies trained on synthetic data

ACTIONClaim that synthetic backtest returns predict live trading performance

CONSEQUENCESynthetic data lacks market impact, slippage, and liquidity constraints of real trading; presenting synthetic returns as expected live results misleads stakeholders

domain-constraint

FAQ

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Changelog

v0.1.02026-04-23·Contributors: tangweigang-jpg

v0.1.0: Initial release on Doramagic.ai. Auto-generated batch-v1 metadata and FAQs based on zvtvz/zvt.