How do I install the Fuzzy Name Search skill?

Run npx skillmds@latest add tomevault-io/fuzzy-name-search in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Fuzzy Name Search safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Fuzzy Name Search?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Fuzzy Name Search free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Fuzzy Name Search?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Fuzzy Name Search by tomevault-io — Agent Skill

Name: Fuzzy Name Search
Author: tomevault-io

File contents

Overview

This tool is essentially a search engine that provides you the ability to search a fund or stock meta information with a name. Note that you don't have to provide the accurate name since this tool has built-in fuzzy string search algorithms based on Levinsteins.

Usage

Fuzzy search a fund using its name

python3 scripts/search_fund.py --keywords "bridgewater" --quarter 2025-q2 --topk 10

And the results will include top-10 funds with name most similar to "bridgewater" search term:

** Rank 1 (score = 81.818) **
  ACCESSION_NUMBER: 0001172661-25-003151
  REPORTCALENDARORQUARTER: 30-JUN-2025
  FILINGMANAGER_NAME: Bridgewater Associates, LP
  FILINGMANAGER_STREET: One Nyala Farms Road
  FILINGMANAGER_CITY: Westport
  FILINGMANAGER_STATEORCOUNTRY: CT
  FORM13FFILENUMBER: 028-11794

** Rank 2 (score = 81.818) **
  ACCESSION_NUMBER: 0001085146-25-004534
  REPORTCALENDARORQUARTER: 30-JUN-2025
  FILINGMANAGER_NAME: Bridgewater Advisors Inc.
  FILINGMANAGER_STREET: 600 FIFTH AVENUE
  FILINGMANAGER_CITY: NEW YORK
  FILINGMANAGER_STATEORCOUNTRY: NY
  FORM13FFILENUMBER: 028-16088
...

Exact search a fund using accession number

If you know the accession number of the fund, you could precisely identify the fund using:

python3 scripts/search_fund.py \
    --accession_number 0001172661-25-003151 \
    --quarter 2025-q2

It will result to exactly one match if found:

** Rank 1 (score = 100.000) **
  ACCESSION_NUMBER: 0001172661-25-003151
  REPORTCALENDARORQUARTER: 30-JUN-2025
  FILINGMANAGER_NAME: Bridgewater Associates, LP
  FILINGMANAGER_STREET: One Nyala Farms Road
  FILINGMANAGER_CITY: Westport
  FILINGMANAGER_STATEORCOUNTRY: CT
  FORM13FFILENUMBER: 028-11794

Fuzzy search a stock using its name

Similarly, you can fuzzy search a stock information, such as CUSIP, by its name as keywords:

python3 scripts/search_stock_cusip.py \
    --keywords palantir \
    --topk 10

Search Results:
** Rank 1 (score = 90.000) **
  Name: palantir technologies inc
  CUSIP: 69608A108

** Rank 2 (score = 90.000) **
  Name: palantir technologies inc
  CUSIP: 69608A108
...

Converted and distributed by TomeVault — claim your Tome and manage your conversions.

---name: fuzzy-name-searchdescription: This skill includes search capability in 13F, such as fuzzy search a fund information using possibly inaccurate name, or fuzzy search a stock cusip info using its name. Use when this capability is needed.---## OverviewThis tool is essentially a search engine that provides you the ability to search a fund or stock meta information with a name. Note that you don't have to provide the accurate name since this tool has built-in fuzzy string search algorithms based on Levinsteins.## Usage### Fuzzy search a fund using its name```bashpython3 scripts/search_fund.py --keywords "bridgewater" --quarter 2025-q2 --topk 10```And the results will include top-10 funds with name most similar to "bridgewater" search term:```** Rank 1 (score = 81.818) ** ACCESSION_NUMBER: 0001172661-25-003151 REPORTCALENDARORQUARTER: 30-JUN-2025 FILINGMANAGER_NAME: Bridgewater Associates, LP FILINGMANAGER_STREET: One Nyala Farms Road FILINGMANAGER_CITY: Westport FILINGMANAGER_STATEORCOUNTRY: CT FORM13FFILENUMBER: 028-11794** Rank 2 (score = 81.818) ** ACCESSION_NUMBER: 0001085146-25-004534 REPORTCALENDARORQUARTER: 30-JUN-2025 FILINGMANAGER_NAME: Bridgewater Advisors Inc. FILINGMANAGER_STREET: 600 FIFTH AVENUE FILINGMANAGER_CITY: NEW YORK FILINGMANAGER_STATEORCOUNTRY: NY FORM13FFILENUMBER: 028-16088...```### Exact search a fund using accession numberIf you know the accession number of the fund, you could precisely identify the fund using:```pythonpython3 scripts/search_fund.py \ --accession_number 0001172661-25-003151 \ --quarter 2025-q2```It will result to exactly one match if found:```** Rank 1 (score = 100.000) ** ACCESSION_NUMBER: 0001172661-25-003151 REPORTCALENDARORQUARTER: 30-JUN-2025 FILINGMANAGER_NAME: Bridgewater Associates, LP FILINGMANAGER_STREET: One Nyala Farms Road FILINGMANAGER_CITY: Westport FILINGMANAGER_STATEORCOUNTRY: CT FORM13FFILENUMBER: 028-11794```### Fuzzy search a stock using its nameSimilarly, you can fuzzy search a stock information, such as CUSIP, by its name as keywords:```pythonpython3 scripts/search_stock_cusip.py \ --keywords palantir \ --topk 10``````Search Results:** Rank 1 (score = 90.000) ** Name: palantir technologies inc CUSIP: 69608A108** Rank 2 (score = 90.000) ** Name: palantir technologies inc CUSIP: 69608A108...```---> Converted and distributed by [TomeVault](https://tomevault.io/claim/benchflow-ai) — claim your Tome and manage your conversions.

Frequently asked questions

Fuzzy Name Search