Preface¶

Tasks such as financial and business analysis share a specific characteristic: they involve multiple dimensions, detailed calculation bases, and a relatively fixed report structure. Revenue, costs, gross profit, expenses, budget execution, cash flow, accounts receivable/payable, and workforce efficiency—whether for year-over-year or month-over-month comparisons—each item requires aligning the calculation basis first, calculating the metrics, and finally fitting them into the report structure. Hand-writing these repeatedly often leads to inconsistencies in calculation bases or the need to reorganize the report structure every time.

The Skill introduced below solidifies common financial and management accounting analysis dimensions and report writing processes into a set of reusable specifications, allowing Agents to handle such tasks according to a unified standard.

What is this¶

Financial/Business Analysis, Coordinate @user_c0615e66/cwfx, Version 1.0.0.

The publisher is the community developer user_c0615e66 on SkillHub, marked as community source, categorized under data-analysis. The problem it solves is: when a task involves financial or business analysis, it provides the Agent with a clear checklist of analysis dimensions, metric definitions, and report writing requirements to avoid organizing everything from scratch each time.

It declares that no API Key is required, tagged as requires_api_key=false.

Covered Analysis Dimensions¶

The official description lists a broad scope of application, essentially covering the common items found in business analysis meetings and monthly business analysis reports. According to the original source material, this skill should be used when the following content is involved:

• Revenue, costs, gross profit, net profit, expenses
• Budget execution, budget variance analysis
• Cash flow, accounts receivable, accounts payable, assets and liabilities
• Workforce efficiency, ROI, profit margins (gross profit margin, net profit margin)
• Year-over-year (YoY), month-over-month (MoM), multi-year financial trends
• Volume/price/mix analysis
• Business analysis meeting reports, monthly business analysis, financial business analysis reports

The last two categories lean towards “report writing”: business analysis meeting reports, monthly business analysis, and financial business analysis reports. This means this Skill does not just calculate metrics; it also manages the organization of the report structure.

Trigger Method¶

The trigger words provided officially can be used directly as a basis for judgment. When the following words appear in a task, this Skill should be enabled:

财务、经营分析、收入、成本、毛利、净利、利润、费用、预算、预算执行率、
现金流、应收账款、应付账款、资产负债、利润率、毛利率、净利率、人效、ROI、
量价分析、同比、环比、财务报告、经营分析会、FPA、管理会计

It is worth noting that the trigger words include terms like “FPA” (Financial Planning & Analysis) and “Management Accounting,” which lean towards specific job roles or disciplines. If the task is merely asking for the definition of a financial concept, the entire report analysis workflow might not be necessary. In practice, it is safer to judge based on whether the task requires producing a report.

Installation and Activation¶

The pre-fetched data does not provide installation commands, directory paths, or configuration file fields, so no unverified commands are listed here. Currently, the only verifiable information is the source page and coordinates:

官方地址: https://api.skillhub.cn/user_c0615e66/cwfx
SkillHub 页面: https://www.skillhub.cn/skills/user_c0615e66/cwfx
坐标: @user_c0615e66/cwfx
来源: community
分类: data-analysis
版本: 1.0.0
requires_api_key: false

After confirming by name on the SkillHub page, enable it according to the Skill loading method of your specific Agent client (Cursor, Codex CLI, Claude Code, etc.). Different clients handle community Skills differently, so no assumptions are made here.

Typical Usage¶

According to the official trigger words, a reproducible request would provide a period and an analysis object, asking for a business analysis report:

请基于以下数据做本月经营分析：给出收入、成本、毛利、费用、预算执行率、
应收应付、现金流，并做同比环比，最后整理成月度经营分析报告。

Since the provided data does not include sample input data or sample outputs, the actual report’s appearance and how metric definitions are calculated need to be verified against the Skill’s own instructions after activation. Do not make assumptions beforehand.

Applicable Scenarios and Caveats¶

Suitable scenarios: Tasks requiring financial or business analysis results based on fixed dimensions, especially monthly business analysis, budget variance analysis, and business analysis meeting reports where the structure is relatively standardized. It is community-sourced, requires no API Key, and the integration cost is mainly in confirming the loading method.

Points to note:

1. There is a data discrepancy between the material and the task description. The task clues state Rating 99035, Downloads 1725; the pre-fetched SkillHub page shows Rating 100000, Downloads 1773, Installs 0. Take the page fetch results as the standard. The installation count of 0 also indicates that it has not yet formed a scale of practical usage that can be referenced, so performance and stability need to be verified independently.
2. The source is the community, not maintained by an official team, so update frequency and issue response are not guaranteed.
3. The version remains at 1.0.0, and the list of covered dimensions is fixed. If analysis needs arise outside this list (such as specific cost subjects unique to certain industries), it is necessary to confirm if it supports extension.
4. The consistency of analysis standards relies on the Skill’s internal definitions. Before formal external use, it is recommended to compare every item against your internal standard tables.

Conclusion¶

The value of this Skill lies in solidifying the checklist of dimensions for financial and business analysis and the requirements for report writing into a set of specifications, reducing the cost of aligning standards and organizing structures from scratch every time. Its boundaries of application are also clear: dimensions are widely covered but come from the community, the version is singular, and there are no large-scale installation records yet. It is suitable for pilot runs in internal reporting scenarios before deciding whether to promote it.

Official URL: https://api.skillhub.cn/user_c0615e66/cwfx

References¶

• https://api.skillhub.cn/user_c0615e66/cwfx
• https://www.skillhub.cn/skills/user_c0615e66/cwfx