AI-Driven Earnings Review Tool for US/HK Investments

AI-Driven Earnings Review Tool for US/HK Investments

The AI-Driven Earnings Review Tool for US/HK Investments is designed to facilitate the manual, event-driven earnings review process for holdings in the United States or Hong Kong. This tool uses first-party filings to provide structured data outputs, primarily in the form of JSON files, without altering trading decisions or investment theses.

What this skill does

• Initiates an earnings review when a company releases its reports, a management promise matures, or thesis evaluation requires primary-source numbers.
• Generates a JSON file containing earnings-quality calculations, promise ledgers, and thesis evidence within the directory path `memory/earnings//.json`.
• Does not create prose reports. Instead, structured data allows for independent Markdown rendering for documentation purposes.
• Driven by the packaged `clawock earnings` command, which covers aspects such as source grading, cash flow analysis, and promise adherence without influencing thesis status or making trading decisions.

Who it is for

This tool is beneficial for developers and analysts working with AI coding agents such as Claude Code, Cursor, and Codex, particularly those involved in financial analysis, investment research, and data processing for US and HK market securities.

Use cases

• Conducting reviews when a quarterly earnings announcement is made by a US or HK listed company.
• Assessing a company's adherence to its stated financial commitments over a specific period.
• Assisting in thesis evaluations requiring direct data from factual filings rather than secondary sources.

Technical details

• The tool utilizes agent-skills and aiapplications to process and display earnings data.
• The `clawock earnings` command is employed for structured data computation and storage.
• There are no integrations with third-party scheduling systems; the tool remains event-driven and necessitates manual initiation.
• This provides general workflow assistance only and is not legal, tax, accounting, or financial advice.

Source & Licence

This package is built on open-source work published by KCNyu (KCNyu/clawock) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.