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    financial model ratio analyst

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    CFO-grade financial modeling, ratio analysis, and scenario planning for finance professionals and analysts.

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    financial model ratio analyst

    financial model ratio analyst

    Example session with this skill installed

    Analyze the attached P&L and Balance Sheet for FY2023-2024. Provide a ratio analysis, a 12-month forecast for FY2025, and a scenario analysis showing the impact of a 10% revenue drop.

    • Read your context and instructions
    • Compiled the financial model ratio

    I have analyzed the FY2023-2024 financial statements. The model is balanced, and the cash roll-forward is verified.

    CFO Executive Summary

    The business shows strong profitability but faces tightening liquidity. While EBITDA margins improved from 18% to 22%, the Cash Conversion Cycle lengthened by 12 days, driven by increased inventory holding.

    Ratio Analysis

    MetricFY2023FY2024DeltaInterpretation
    Gross Margin45.2%47.8%+260bpsImproved sourcing efficiency.
    Current Ratio2.1x1.6x-0.5xWeakening liquidity; monitor payables.
    Debt / EBITDA2.4x2.1x-0.3xDeleveraging due to debt repayment.
    DSO35 days38 days+3 daysSlight slowdown in collections.

    Scenario Analysis (FY2025 Forecast)

    MetricDownside (-10% Rev)Base CaseUpside (+5% Rev)
    Revenue ($M)$10.80$12.00$12.60
    EBITDA ($M)$2.05$2.64$2.89
    EBITDA Margin19.0%22.0%23.0%
    Ending Cash ($M)$0.85$1.42$1.68

    Model Integrity Checks

    • Balance Sheet: Balanced (Assets = L+E)
    • Cash Flow: Reconciled to Ending Cash
    • Integrity: No circular reference errors detected

    Next steps

    1. Review the inventory management policy to improve the Cash Conversion Cycle.
    2. Validate the sales pipeline assumptions used for the FY2025 Base Case.
    3. Assess debt covenants if the Downside Scenario persists for more than two quarters.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    The problem

    Manual financial analysis is slow and prone to formula errors. Finance teams often struggle to turn raw trial balances or fragmented spreadsheets into structured, decision-ready CFO reports under tight deadlines.

    What it does

    • Performs multi-period ratio analysis covering profitability, liquidity, leverage, and efficiency metrics.
    • Builds integrated three-statement financial models including Income Statement, Balance Sheet, and Cash Flow reconciliations.
    • Generates Base, Upside, and Downside scenarios based on explicit driver assumptions.
    • Conducts automated data quality checks to verify balance sheet equilibrium and cash roll-forwards.
    • Produces executive summaries with management focus areas and risk assessments.

    Why this beats prompting it yourself

    Generic prompts often hallucinate missing figures or fail to maintain balance sheet integrity. This skill enforces strict accounting logic, ensures sign-convention consistency, and mandates rigorous model integrity checks that catch circular reasoning or out-of-balance statements.

    Use cases

    • Building a detailed 3-year forecast for board meetings or investor due diligence.
    • Analyzing working capital trends to identify cash tied up in inventory or receivables.
    • Performing stress tests on debt covenants through sensitivity and scenario analysis.
    • Reviewing historical management accounts to pinpoint margin erosion drivers.

    Known limitations

    Does not provide statutory audits, tax advice, or regulated investment certifications. Requires sufficient historical data to build integrated models.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Finance & Accounting.

    Requires clean source data for integrated models. Not a substitute for statutory audits, regulated investment advice, or professional tax filings.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    Permissions

    Read Files
    Terminal / Shell
    Write Files

    File Scopes

    */.xlsx
    */.xls
    */.csv
    */.pdf
    */.docx
    */.txt

    Reads financial statements, spreadsheets, reports and supporting documents. May create structured analysis files and financial-model outputs. Does not require external network access unless the user explicitly provides or requests external financial data.

    Listed2 months ago

    What's inside

    Frequently Asked Questions

    This skill automates the creation of integrated three-statement models and multi-period ratio analysis, ensuring balance sheet integrity and sign-convention accuracy that manual spreadsheets often lack.

    This skill is designed for compatibility with leading AI agents and LLM platforms that support advanced data processing and multi-step reasoning.

    The skill includes pre-configured logic for profitability, liquidity, and leverage analysis, integrated three-statement reconciliation templates, and automated scenario planning frameworks.

    To ensure accurate outputs, you should provide structured historical financial data, such as a trial balance or multi-period income statements and balance sheets.

    While the skill enforces strict accounting logic and performs data quality checks, it is intended to assist finance professionals and does not replace statutory audits or regulated investment advice.

    Updates are periodically released to improve financial logic and adapt to new AI model capabilities; these updates are typically accessible through your marketplace account library.

    New in Finance & Accounting