What is stock-data-fetch?

A data-fetching workflow for prices, company metrics, cryptocurrency, commodities, indexes, and market news across several regions and backup sources.

Use it to retrieve snapshots for US, A-share, Hong Kong, and cryptocurrency markets, plus selected commodities, indexes, and news. API keys, where required, are read from environment variables.

It reduces the need to collect financial data manually from different services and can use fallback sources when one fails.

stock-data-fetch — Skill for Claude Code and Codex by realnaka

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.

Any agent

npx skills add realnaka/alphaloop --skill stock-data-fetch

Clone the repo

git clone --depth 1 https://github.com/realnaka/alphaloop

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/realnaka/alphaloop/stock-data-fetch/github.svg)](https://agentmods.dev/skills/realnaka/alphaloop/stock-data-fetch)

Your own site

<a href="https://agentmods.dev/skills/realnaka/alphaloop/stock-data-fetch"><img src="https://agentmods.dev/badge/skills/realnaka/alphaloop/stock-data-fetch/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/realnaka/alphaloop/stock-data-fetch"><img src="https://agentmods.dev/badge/skills/realnaka/alphaloop/stock-data-fetch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 62 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,414 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 1 finding. 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.

Model	Per session	Once invoked
Fable 5.1	$0.00062	$0.01414
Opus 5.5	$0.00025	$0.00566
Sonnet 5.5	$0.00012	$0.00283
Haiku 4.5	$0.00006	$0.00141

Measured 2mo ago against content hash 3ab43321ab1b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

stock-data-fetch scanned grade A with 1 finding 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 2mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

> **关于 `snapshot` 命令**：下文的 `snapshot` 是一个**可选的本地封装脚本**（自己用 Python/shell 包一层多源 failover 即可），不是随仓库分发的二进制。不想写脚本也没关系——本文档把每个市场的**免 key 直连端点**都列出来了，直接 `curl` 就能用。所有需要 key 的源（FMP/Finnhub/Longbridge）请把 key 放进**环境变量**，不要写死在代码里。

skills/stock-data-fetch/SKILL.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Stock Data Fetch

关于 snapshot 命令：下文的 snapshot 是一个可选的本地封装脚本（自己用 Python/shell 包一层多源 failover 即可），不是随仓库分发的二进制。不想写脚本也没关系——本文档把每个市场的免 key 直连端点都列出来了，直接 curl 就能用。所有需要 key 的源（FMP/Finnhub/Longbridge）请把 key 放进环境变量，不要写死在代码里。

Quick Start

snapshot TICKER [--no-news] [--no-commit]

One command. All markets. Automatic failover.

Data Sources

US Stocks

FMP (primary) — quote, EV/EBITDA, FCF yield, growth rates, sector, beta, earnings
Finnhub (fallback) — PE/PB/ROE, 52-week range (fills gaps FMP free tier lacks)
Longbridge (backup) — 15min delayed, use only when FMP+Finnhub both fail

A-Shares

Tencent qt.gtimg.cn — real-time, free, no key
Sina hq.sinajs.cn — fallback, needs Referer header

HK Stocks

Tencent qt.gtimg.cn — real-time, free, no key
Sina hq.sinajs.cn — fallback
Longbridge (backup) — 15min delayed

Cryptocurrency

OKX — real-time, 200+ pairs, no key
Hyperliquid — 7×24 perp prices, 230+ coins, no key
Binance blocked (HTTP 451) in this region — don't retry

Commodities & Indices

Hyperliquid — PAXG (gold), SPX (S&P 500 perp)
Finnhub futures — CL=F (oil), SI=F (silver), NG=F (natgas), HG=F (copper)

News

Marketaux — entity-linked, sentiment-tagged

Backup

Longbridge OpenAPI — US/HK/China quotes, 15min delayed
Keys: LONGBRIDGE_APP_KEY, LONGBRIDGE_APP_SECRET
API base: https://openapi.longbridge.cn

Verified Sources

Source	Markets	Latency	Key Required
FMP	US	Real-time	✅ Free
Finnhub	US	Real-time	✅ Free
Tencent qt	China A/HK	Real-time	❌ None
Sina	China A/HK	Real-time	❌ None
OKX	Crypto	Real-time	❌ None
Hyperliquid	Crypto+Commodities	Real-time	❌ None
Marketaux	News	Real-time	✅ Free
Longbridge	US/HK/China	15min delay	✅ Account

Lessons Learned (Battle Scars)

Never Use These (in this network)

yfinance — rate limited + SSL errors. Hermes docs explicitly warn against it
akshare / akshare-one — both call eastmoney.com which is proxy-blocked
Google News RSS — guaranteed timeout
Binance — HTTP 451 (legal block)

Read the full file on GitHub · 118 lines

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.

2mo ago First seen · 118 lines · 62 tokens per session scan A 3ab43321ab1b

Subscribe to this mod's changes

stock-data-fetch is a skill published in the GitHub repository realnaka/alphaloop (20 stars, last pushed 4mo ago), licensed MIT. It adds 62 tokens to every session and 1,414 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Analytics and metrics Finance and fintech agent-skills ai-skills claim-verification claude codex cursor data-science

stock-data-fetch next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
stock-data-fetchrealnaka/alphaloop	Skill	20	4mo ago	MIT	A	62	Claude Code, Codex
channel-economicsborghei/Claude-Skills	Skill	1.1k	14d ago	none	A	45	Claude Code
cro-advisorborghei/Claude-Skills	Skill	1.1k	14d ago	none	A	48	Claude Code
ma-playbookborghei/Claude-Skills	Skill	1.1k	14d ago	none	A	47	Claude Code
cfo-advisorborghei/Claude-Skills	Skill	1.1k	14d ago	none	A	41	Claude Code
xlsx-toolkitborghei/Claude-Skills	Skill	1.1k	14d ago	none	A	47	Claude Code
app-store-pricingmarkdavidgan/apple-dev-skills	Skill	5	2mo ago	MIT	A	66	Claude Code

stock-data-fetch