What happens to my old data when I run an update?

The skill includes an automatic backup mechanism that moves existing JSON files to an 'archive' directory with timestamps before generating new versions.

Can it fetch deposit rates automatically from the web?

No, because these are internal rates for the Science & Technology Retirement Pension. The skill explicitly prompts the user for manual input to ensure data integrity.

Does this skill require external Python libraries?

No, the underlying scripts are built using only the Python standard library, ensuring high compatibility and zero-dependency execution within your environment.

How do I ensure the CSV data is parsed correctly?

The skill provides a 'dry-run' mode that displays metadata and sample records, allowing you to verify the input before committing any changes to the file system.

How many funds can this tool process at once?

The skill is optimized to process over 2,000 funds in approximately 1-2 seconds, generating both a master list and filtered subsets of investable products.

Fund Data Updater

Name: Fund Data Updater
Author: orientpine

byorientpine

•

데이터 과학 및 ML

Automates the extraction and transformation of retirement pension CSV data into structured JSON for investment analysis.

This skill streamlines the management of retirement fund data by parsing Science & Technology Retirement Pension CSV files into standardized JSON formats. It automatically generates fund profiles, fee structures, and classifications while maintaining an archive of historical data for version control. Designed for financial data pipelines, it facilitates the manual update of internal deposit rates that are not publicly accessible, ensuring that portfolio analysis agents have the most accurate and up-to-date information for DC/IRP management.

주요 기능

01Integrated dry-run mode for previewing data changes before execution

02Built-in versioning and automatic archiving of legacy fund data

039 GitHub stars

04Interactive deposit rate management for internal financial data

05Automated CSV to JSON conversion for over 2,000 retirement funds

06Intelligent fund classification based on asset class, region, and risk level

사용 사례

01Converting raw pension spreadsheets into machine-readable JSON for AI-driven portfolio analysis

02Updating fund databases with the latest monthly performance and fee disclosures from providers

03Synchronizing internal deposit rates to compare fixed-income returns against market fund performance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add orientpine/honeypot data-updater

For use in Claude.ai and ChatGPT

Download Skill