financial-analyzing

The financial-analyzing skill serves as a specialized agent for quantitative assessment and business reporting. It is designed for developers and financial analysts who need to process raw financial data, execute complex ratio calculations, and translate numerical findings into actionable business insights. By integrating programmatic analysis via Python scripts with structured document templates, this skill ensures consistency and auditability in financial workflows.

• Perform comprehensive revenue, cost, and profitability analysis using standard financial frameworks.

• Execute automated calculations for metrics such as ROI, gross margins, and net profit ratios using Python-based helper scripts.

• Generate professional analysis reports following predefined markdown templates to ensure standardized documentation.

• Incorporate industry benchmarks to provide context for calculated performance figures.

• This skill expects raw data inputs (such as CSV or JSON) and utilizes tools like Bash, Read, Grep, and Glob to access and process project files.

• Always include clear calculations in the output to maintain transparency and facilitate verification.

• When data is incomplete, the agent is instructed to ask for clarification rather than hallucinating figures.

• Use this skill when prompted about financial metrics like margins, revenue trends, expense structures, or project viability.

• Flag any anomalies or outliers in the data that may indicate reporting errors.

• The workflow follows a systematic process: understanding the user's inquiry, gathering necessary data sources, calculating metrics, and synthesizing the final report with recommendations.