finance-management-deep-dive

Evaluates CEO and executive team integrity, capital allocation, and governance for investment research.

Updated Aug 10, 2026
One-click install
npx skills add https://github.com/Choi-Keith/skill-arsenal-ultra --skill finance-management-deep-dive-choi-keith
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: finance-management-deep-dive
Source: https://github.com/Choi-Keith/skill-arsenal-ultra/tree/main/plugins/finance-skills/finance-research/skills/finance-management-deep-dive
Command: npx skills add https://github.com/Choi-Keith/skill-arsenal-ultra --skill finance-management-deep-dive-choi-keith

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve? Standard investment research often treats management assessment superficially, checking only resumes and share ownership. This Skill performs a deep-dive evaluation of a company's CEO, founders, and core team—tracking whether promises were kept, how capital allocation decisions performed, and how leadership behaved during crises—so you can judge whether you trust the people running the business. ## Core Features & Use Cases - Integrity Assessment: Tracks management promises versus actual delivery across earnings calls and shareholder letters, with a fulfillment-rate scoring rubric where integrity is a veto criterion. - Capital Allocation Audit: Scores every major M&A deal, buyback, dividend, and new-business investment, using the bundled financial_rigor.py script to verify valuation metrics like PE at buyback time. - Governance & Side-Channel Verification: Analyzes ownership structure, executive compensation, related-party transactions, plus employee and customer sentiment from public sources. - Use Case: When researching Meituan and the management score in your standard research is uncertain, run this Skill to produce a weighted scorecard (integrity 35%, strategy/execution 25%, capital allocation 25%, governance 15%) saved as a Markdown report. ## Quick Start Ask the AI to run a management deep-dive on a company or person, for example: evaluate the management team of Meituan or assess Wang Xing of Meituan.

Frequently Asked Questions about finance-management-deep-dive

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate a company's management before investing?

Evaluate management by tracking promises versus delivery across earnings calls and shareholder letters, scoring capital allocation decisions like M&A and buybacks, and reviewing behavior during crises. This Skill structures that process into a weighted scorecard covering integrity, execution, capital allocation, and governance.

How to assess CEO integrity from public information?

Assess CEO integrity by extracting specific commitments from shareholder letters and earnings calls over the past three years, then measuring the fulfillment rate. A rate above 80% indicates reliability, while below 40% signals the management cannot be trusted.

What inputs does this management research skill accept?

It accepts either a company name alone or a person name plus company name, such as Meituan or Wang Xing Meituan. It then identifies the CEO, CFO, founder, and actual controller before launching parallel data collection.

Does the financial_rigor.py script need external Python packages?

No, the script uses only the Python standard library including decimal, json, math, and argparse, and requires Python 3.7 or later. It performs exact decimal arithmetic for valuation checks without any third-party dependencies.

What are the limitations of AI-based management assessment?

AI cannot meet management in person, so it relies on public sources like interviews, filings, and employee review sites. Platforms requiring login such as Maimai are flagged for manual user follow-up, and side-channel data may be incomplete.