Fuzzy search

Skill cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-opus-4-6/financial-analysis/fuzzy-search

Fuzzy string matching for fund names and stock CUSIPs using thefuzz library.From its SKILL.md

Install

npx -y skills add cxcscmu/SkillLearnBench --skill fuzzy-search

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

0.7 KB, 170 tokens by cl100k_base, as published. Nobody here has run it

Fuzzy Search for 13-F Data

Setup

pip install thefuzz python-Levenshtein

Fund Name Search

from thefuzz import fuzz, process

# Search in COVERPAGE for fund name
results = process.extract(search_term, cover['FILINGMANAGER_NAME'].tolist(), scorer=fuzz.token_sort_ratio, limit=5)
# Returns list of (match, score, index)

Stock CUSIP Search by Issuer Name

# Get unique issuers with CUSIPs
issuers = info[['NAMEOFISSUER','CUSIP']].drop_duplicates()
results = process.extract(stock_name, issuers['NAMEOFISSUER'].tolist(), scorer=fuzz.token_sort_ratio, limit=5)

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.