Run3 analyze fund holdings and aum
[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
npx -y skills add cxcscmu/SkillLearnBench --skill run3_analyze_fund_holdings_and_aumAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
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Retrieve a fund's AUM, stock holding counts, or compare investment changes between two quarters.
SKILL.md
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Use this skill to answer questions about a single fund's financial status (AUM), the count of stocks held, or to find the top increased/decreased positions between a baseline quarter and a target quarter.
Usage for Single Quarter (AUM & Counts):
python3 scripts/one_fund_analysis.py --quarter <YYYY-qX> --accession_number <acc_num>
Usage for Quarterly Comparison (Investment Changes):
python3 scripts/one_fund_analysis.py --quarter <target_q> --accession_number <target_acc> --baseline_quarter <prev_q> --baseline_accession_number <prev_acc>
Parameters:
--quarter: The primary reporting quarter.--accession_number: The unique ID for the fund in the primary quarter.--baseline_quarter: (Optional) The previous quarter for comparison.--baseline_accession_number: (Optional) The unique ID for the fund in the previous quarter.
Notes:
- To answer questions about the number of stocks, look specifically for the "stock holdings" count in the output rather than "total holdings" or "other holdings".
- For comparing investment increases, the script will output changes ranked by dollar value.
What ships with it
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Just SKILL.md. No reference files, no scripts.