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AlphaEar Stock Skill — measured AI agent skill | DecimalAI

rkiding/alphaear-stock

NewSkillScoreMaintained

Search A-Share/HK/US finance stock tickers and retrieve finance stock price history. Use when user asks about finance stock codes, recent price changes, or specific company finance stock info.

financeby rkiding

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Finance & Accounting pack

decimalai skills pull rkiding-alphaear-stock

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/rkiding-alphaear-stock/SKILL.md

Raw file: /s/rkiding-alphaear-stock/SKILL.md ↗ · machine-readable summary at /s/rkiding-alphaear-stock.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

—-41% tokens0% turns82% of whole cases pass with skill (18/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-2%	0%
case-04	✗→✓	▲ Improved	-59%	0%
case-06	✗→✓	▲ Improved	-44%	0%
case-08	✗→✓	▲ Improved	-58%	0%
case-09	✗→✓	▲ Improved	-47%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

rkiding / awesome-finance-skills

skills/alphaear-stock/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 3 files · scripts

Skill contents

scripts/

SKILL.md

AlphaEar Stock Skill

Overview

Search A-Share/HK/US stock tickers and retrieve historical price data (OHLCV).

Capabilities

1. Stock Search & Data

Use scripts/stock_tools.py via StockTools.

Search: search_ticker(query)
Fuzzy search by code or name (e.g., "Moutai", "600519").
Returns: List of {code, name}.
Get Price: get_stock_price(ticker, start_date, end_date)
Returns DataFrame with OHLCV data.
Dates format: "YYYY-MM-DD".
Get Fundamentals: get_stock_fundamentals(ticker)
Returns dict with sector, industry, market cap, PE ratio, and summary.
Supports A-Share/HK/US stocks.

Dependencies

pandas, requests, akshare, yfinance
scripts/database_manager.py (stock tables)

Notes

Proxy: For US stock data (via yfinance), you may need to set environment variables if your network cannot reach Yahoo Finance directly:

bash export HTTP_PROXY="http://<proxy_ip>:<port>" export HTTPS_PROXY="http://<proxy_ip>:<port>"

A-Share/HK: Data is primarily fetched via akshare (EastMoney), which usually works best with a direct connection in China. The tool automatically detects proxy issues and attempts direct connection for these markets.

Want to see if rkiding/alphaear-stock would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.