ArcticDB Timeseries

ArcticDB Timeseries: ArcticDB Timeseries: specialized toolkit for 3+ finance workflows covered in the triggers section.

✓ 0 reported success·v0.1.0·

Overview

ArcticDB Timeseries 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/arcticdb-timeseries for bilingual documentation and use cases. Compatible with the Doramagic ecosystem (Claude Code, Cursor, openclaw, ChatGPT, Gemini, etc.).

Blueprint Source

finance-bp-103

tangweigang-jpg/doramagic-skills6360a632 source files

Constraints

54total
40fatal
40 must-not-violate

Evidence Quality

Confidence89%

Medium confidence — review before critical use

40 non-negotiable constraints

FATALdomain_rulefinance-C-005

WHENWhen providing an S3 URI

ACTIONinclude force_uri_lib_config=false in the query parameters

CONSEQUENCESecurity vulnerability from deprecated force_uri_lib_config=false allows configuration bypass, exposing system to unauthorized access

FATALdomain_rulefinance-C-036

WHENWhen writing DataFrames with MultiIndex columns to ArcticDB

ACTIONuse MultiIndex columns since they are not yet implemented

CONSEQUENCEDataFrames with MultiIndex columns will raise ArcticDbNotYetImplemented exception, causing write failure and data loss if not handled

FATALdomain_rulefinance-C-037

WHENWhen normalizing PyArrow-backed pandas DataFrames or Series

ACTIONwrite PyArrow-backed pandas DataFrames directly since they are not supported

CONSEQUENCEPyArrow-backed pandas DataFrames will raise ArcticDbNotYetImplemented exception during normalization, preventing the write operation and causing data loss

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.