Does this skill support international stock markets?

Yes, it includes a tiered allowlist for both Korean financial sources (like DART and KRX) and global/US sources (like Yahoo Finance, Bloomberg, and SEC filings).

What happens if the data from different sources doesn't match?

The skill defines a ±5% tolerance range. If the variance between sources exceeds this threshold, the agent is instructed to report a failure rather than providing a potentially incorrect guess.

How does it prevent AI hallucinations?

It requires the agent to perform real-time web searches, cite the original text containing the data from the source, and cross-verify values across at least two independent sources.

Which web search tools are compatible with this skill?

It is specifically designed to work with exa_web_search_exa, websearch_web_search_exa, and WebFetch tools for reliable data retrieval.

What is the main purpose of the Analyst Common Stock skill?

It establishes a common set of rules for AI agents to follow when analyzing stocks and ETFs, primarily focusing on preventing hallucinations through mandatory real-time data verification.

Stock Analysis Verification

Name: Stock Analysis Verification
Author: orientpine

byorientpine

•

数据科学与机器学习

Enforces rigorous data verification protocols for AI-driven stock and ETF analysis to eliminate hallucinations.

This skill provides a standardized framework for AI agents performing financial analysis on stocks and ETFs. It mandates the use of real-time web search tools, requires the extraction of original source text alongside numerical data, and implements a strict cross-verification protocol where data must match across multiple sources within a 5% margin. By defining a tiered allowlist of official financial sources and a blocklist of unreliable sites, it serves as a critical defense against AI hallucinations in high-stakes financial environments.

主要功能

01Standardized JSON error reporting for failed data validation attempts

02Automated cross-verification protocol with a ±5% tolerance threshold

03Strict Original Text Citation rule requiring verbatim source snippets for all metrics

049 GitHub stars

05Comprehensive tiered financial source allowlist covering KRX, DART, Yahoo Finance, and more

06Mandatory real-time web search integration using Exa and WebFetch tools

使用场景

01Building robust financial agents that prioritize data integrity over speculative guessing

02Verifying real-time P/E ratios and financial metrics across multiple global platforms

03Ensuring ETF holdings and expense ratios are sourced directly from official fund providers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add orientpine/honeypot analyst-common-stock

For use in Claude.ai and ChatGPT

Download Skill