Fuzzy Search for 13-F Data
SkillSearchFuzzy string matching for fund names and stock CUSIPs using thefuzz library.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Fuzzy Search for 13-F Data skill
What this skill tells your AI
The instructions your AI receives, as published by cxcscmu/skilllearnbench in skills/b1-one-shot-claude-opus-4-6/financial-analysis/fuzzy-search/SKILL.md and read by ahel’s review.
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)
Signals
- GitHub stars
- 83
- Forks
- 5
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
fuzzy-search- Source
- github.com/cxcscmu/skilllearnbench