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financial-analysis

Comprehensive financial analysis workflow covering ratio analysis, trend analysis, benchmarking, and variance analysis. Delivers documented, audit-ready insights.

LerianStudio☆ 86 仓库 Stars10 仓库 Forks

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。

查看来源 ↗使用指南

技能说明

Financial Analysis Workflow

This skill provides a structured workflow for comprehensive financial analysis using the financial-analyst agent.

Workflow Overview

The financial analysis workflow follows 5 phases:

Phase Name Description
1 Objective Definition Clarify analysis scope and questions
2 Data Collection Gather and verify source documents
3 Analysis Execution Calculate ratios, identify trends
4 Interpretation Draw conclusions, identify insights
5 Documentation Prepare audit-ready deliverable

Phase 1: Objective Definition

MANDATORY: Define analysis scope before proceeding

Questions to Answer
Question Purpose
What decision does this analysis support? Ensures relevance
What time periods are being analyzed? Sets scope
What comparisons are needed? Determines benchmarks
Who is the audience? Tailors presentation
What is the materiality threshold? Focuses effort
Blocker Check

If ANY of these are unclear, STOP and ask:

  • Analysis objective
  • Time period scope
  • Comparison basis (peer, prior period, budget)
  • Materiality threshold

Phase 2: Data Collection

MANDATORY: Verify all data sources before analysis

Data Requirements
Analysis Type Required Data
Trend Analysis 3-5 periods of financial statements
Peer Comparison Peer company financials (same period)
Variance Analysis Budget/forecast and actual results
Credit Analysis Balance sheet, cash flow, debt schedules
Data Verification Checklist
Check Verification
Source documented Each data point cites source
Period matched All data from same period
Currency consistent Single currency or conversion noted
Audit status Audited vs unaudited noted
Anti-Rationalization
Rationalization Why It's WRONG Required Action
"Data looks right" Looks right ≠ is right VERIFY against source
"Same source as always" Sources can change CONFIRM source current
"Minor discrepancy" All discrepancies matter INVESTIGATE and document

Phase 3: Analysis Execution

Dispatch to specialist with full context

Agent Dispatch
Task tool:
  subagent_type: "ring:financial-analyst"
  model: "opus"
  prompt: |
    Perform financial analysis per these specifications:

    **Objective**: [from Phase 1]
    **Period**: [time periods]
    **Comparison**: [benchmarks/peers]
    **Materiality**: [threshold]

    **Data Provided**:
    [Attach verified data from Phase 2]

    **Required Analysis**:
    - [ ] Ratio analysis (liquidity, profitability, leverage, efficiency)
    - [ ] Trend analysis (period over period)
    - [ ] Benchmark comparison (if applicable)
    - [ ] Variance analysis (if applicable)

    **Output Requirements**:
    - All calculations shown
    - All sources cited
    - All assumptions documented
Required Output Elements
Element Requirement
Executive Summary Key findings in 3-5 bullets
Analysis Methodology Methods used and why
Key Findings With supporting calculations
Data Sources Complete citation
Assumptions All assumptions documented
Recommendations Actionable next steps

Phase 4: Interpretation

MANDATORY: Provide context for all findings

Interpretation Framework
Finding Type Required Context
Ratio result Industry comparison, trend direction
Variance Root cause, materiality assessment
Trend Sustainability, drivers, implications
Anomaly Investigation result, explanation
Quality Checks
Check Validation
Findings supported Each finding traces to data
Conclusions logical Interpretation follows from facts
Recommendations actionable Clear next steps provided
Limitations disclosed Analysis boundaries stated

Phase 5: Documentation

MANDATORY: Ensure audit-ready deliverable

Documentation Checklist
Element Status
All data sources cited Required
All calculations shown Required
All assumptions documented Required
Methodology explained Required
Limitations disclosed Required
Version control Required
Output Format

See shared-patterns/execution-report.md for base metrics.

Analysis-Specific Metrics:

  • ratios_calculated: N
  • periods_analyzed: N
  • benchmarks_compared: N
  • variances_explained: N
  • recommendations_made: N

Pressure Resistance

See shared-patterns/pressure-resistance.md for universal pressures.

Analysis-Specific Pressures
Pressure Type Request Agent Response
"Just give me the conclusion" "I'll provide conclusions with supporting analysis. Undocumented conclusions cannot be defended."
"Skip the ratios we don't need" "Comprehensive analysis requires complete ratio set. I'll calculate all standard ratios."
"Use approximate numbers" "Analysis requires precise figures. I'll use exact amounts from source documents."

Anti-Rationalization Table

See shared-patterns/anti-rationalization.md for universal anti-rationalizations.

Analysis-Specific Anti-Rationalizations
Rationalization Why It's WRONG Required Action
"Standard analysis doesn't need documentation" ALL analysis needs documentation DOCUMENT methodology
"Ratios speak for themselves" Ratios need interpretation PROVIDE context
"Industry benchmark is well-known" Benchmarks need citation CITE source
"Similar to prior analysis" Each analysis is independent PERFORM fresh analysis

Execution Report

Upon completion, report:

Metric Value
Duration Xm Ys
Data Sources N verified
Ratios Calculated N
Trends Identified N
Recommendations N
Result COMPLETE/PARTIAL
Quality Indicators
Indicator Status
All sources verified YES/NO
All calculations shown YES/NO
All assumptions documented YES/NO
Audit ready YES/NO

使用示例

查看来源仓库中的使用示例与配置说明。

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来源历史

收录时间
2026-01-20
索引更新时间
2026-02-04
Branch
main

收录与同步日期属于本站记录。源码修改历史请查看来源仓库。

GitHub ↗

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