find-similar

find-similar is a command for Claude Code from wbh604/fund-guy-skill. It costs 32 tokens per session (300 once invoked), scanned A, original, MIT.

A command that finds funds whose holdings resemble those of a chosen fund. Holdings are the stocks or other investments owned by a fund.

In plain words
What is it for?
Comparing the chosen fund with funds from the same firm, finding similar funds across the market, checking overlap with this year's top-performing active funds, and listing shared holdings and similarity results.
Why use it?
It shows whether a fund's results look distinctive or are part of a crowded group holding many of the same companies.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the fund-manager-alpha plugin — 1 skill, 3 commands shipped together

Good fit Comparing the chosen fund with funds from the same firm, finding similar funds across the market, checking overlap with this year's top-performing active funds, and listing shared holdings and similarity results.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/wbh604/fund-guy-skill/find-similar
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/wbh604/fund-guy-skill

Made for: Claude Code.

Or install fund-manager-alpha, the plugin that ships this one along with the rest of its 1 skill, 3 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for find-similar

README.md
[![agentmods](https://agentmods.dev/badge/commands/wbh604/fund-guy-skill/find-similar/github.svg)](https://agentmods.dev/commands/wbh604/fund-guy-skill/find-similar)
Your own site
<a href="https://agentmods.dev/commands/wbh604/fund-guy-skill/find-similar"><img src="https://agentmods.dev/badge/commands/wbh604/fund-guy-skill/find-similar/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for find-similar

Your own site · 80×15
<a href="https://agentmods.dev/commands/wbh604/fund-guy-skill/find-similar"><img src="https://agentmods.dev/badge/commands/wbh604/fund-guy-skill/find-similar.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 300 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00032 $0.00300
Opus 5 $0.00016 $0.00150
Sonnet 5 $0.00006 $0.00060
Haiku 4.5 $0.00003 $0.00030

Measured 10d ago against content hash cdaeb69db88f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

find-similar scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/find-similar.md · 21 lines

What it actually says

持仓撞车反查任务

用户输入: $ARGUMENTS

加载 fund-manager-alpha skill,只执行持仓相似度部分:

  1. 目标基金最新前十大(fetch_fund.py 或已有缓存)
  2. 同门榜 —— 同公司权益基金逐只算持仓重合度(剔除其自管产品与债性产品)
  3. 全市场撞车榜 —— 东财数据中心反查其重仓股的基金持有人,聚合排序(剔除指数/ETF/同门),参考 scripts/fetch_market_similar.py
  4. 今年热榜同步度 —— 今年收益 TOP10 主动基金逐只对比同名重仓数,参考 scripts/fetch_top_funds.py

产出:三张榜单(每行带重合度/同步度和共同持仓),加一句话结论: 他的收益是"独一份"还是"一条拥挤赛道里的其中一只"。

最后提醒用户:想深挖榜单里任何一只,说「分析 XXX」即可用同一套流程再跑。

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 21 lines · 32 tokens per session scan A cdaeb69db88f

Subscribe to this mod's changes

find-similar is a command published in the GitHub repository wbh604/fund-guy-skill (514 stars, last pushed 6d ago), licensed MIT. It adds 32 tokens to every session and 300 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.