Robo Advisor Python

Robo Advisor Python: Robo Advisor Python: specialized toolkit for 3+ finance workflows covered in the triggers section.

✓ 0 reported success·v0.1.0·

Overview

Robo Advisor Python skill for finance analytics. Covers 3+ use cases. (batch-v1 draft, needs English review) This skill is built on open-source project tangweigang-jpg/doramagic-skills and embeds 14 anti-pattern constraints. Visit doramagic.ai/r/robo-advisor-python for bilingual documentation and use cases. Compatible with the Doramagic ecosystem (Claude Code, Cursor, openclaw, ChatGPT, Gemini, etc.).

Blueprint Source

finance-bp-066

tangweigang-jpg/doramagic-skills6360a632 source files

Constraints

42total
28fatal
28 must-not-violate

Evidence Quality

Confidence88%

Medium confidence — review before critical use

28 non-negotiable constraints

FATALdomain_rulefinance-C-001

WHENWhen calculating prices_diff using current_price divided by old_price

ACTIONallow old_price to be zero without validation

CONSEQUENCEDivision by zero will produce INF or NaN, corrupting portfolio rebalancing calculations and causing incorrect buy/sell decisions based on invalid prices_diff values

FATALdomain_rulefinance-C-002

WHENWhen storing SecurityPrice entity with source='tradier'

ACTIONvalidate that the quote->last price value exists before persisting

CONSEQUENCEStoring null or missing price values will corrupt price history, causing incorrect portfolio valuations and rebalancing decisions based on invalid price data

FATALarchitecture_guardrailfinance-C-005

WHENWhen persisting new SecurityPrice with is_current=true

ACTIONreset is_current flag to false for each existing prices of the same security first

CONSEQUENCEMultiple prices marked as is_current=true causes ambiguous price lookups, breaking downstream portfolio valuation and rebalancing calculations that rely on single source of truth

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 tangweigang-jpg/doramagic-skills.