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Profit Margin Analyzer

作者 1kalin · GitHub ↗ · v1.0.0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install afrexai-profit-margin
功能描述
Analyzes profit margins by product/service, benchmarks against 2026 industry data, identifies margin erosion, and recommends pricing and cost optimizations.
使用说明 (SKILL.md)

Profit Margin Analyzer

Analyze and optimize profit margins across your business. Identifies margin compression, pricing opportunities, and cost levers.

What This Does

  • Calculates gross, operating, and net margins by product/service line
  • Benchmarks against industry standards (2026 data)
  • Identifies margin erosion patterns and root causes
  • Generates pricing adjustment recommendations
  • Models impact of cost changes on profitability

How to Use

Tell your agent:

  • "Analyze our profit margins" — gets full breakdown with benchmarks
  • "Where are we losing margin?" — identifies compression points
  • "Model a 5% price increase" — shows bottom-line impact

Margin Framework

Gross Margin Benchmarks (2026)

Industry Healthy Warning Critical
SaaS >70% 55-70% \x3C55%
Professional Services >35% 25-35% \x3C25%
Manufacturing >25% 15-25% \x3C15%
Ecommerce >40% 25-40% \x3C25%
Construction >20% 12-20% \x3C12%
Healthcare Services >45% 30-45% \x3C30%
Legal Services >40% 30-40% \x3C30%
Real Estate (Brokerage) >30% 20-30% \x3C20%
Recruitment/Staffing >25% 15-25% \x3C15%
Financial Services >50% 35-50% \x3C35%

The 1% Pricing Rule

A 1% price increase on a 10% net margin business = 12.5% profit increase. This is the single highest-leverage move most businesses ignore.

Margin Erosion Checklist

  1. Scope creep — delivering more than contracted (services firms lose 8-15% here)
  2. Discount culture — average B2B discount is 22%, top performers keep it under 12%
  3. Underpriced legacy contracts — review any deal older than 18 months
  4. Hidden delivery costs — support, onboarding, custom work not in COGS
  5. Volume without leverage — more revenue at same margins ≠ more profit if fixed costs grew
  6. Currency exposure — international revenue without hedging
  7. Vendor cost inflation — AWS/Azure/GCP bills creep 15-20% annually without optimization

Pricing Power Assessment

Rate each factor 1-5:

  • Switching costs — how painful is it for customers to leave?
  • Differentiation — can customers get this elsewhere easily?
  • Value visibility — do customers see/measure the value you deliver?
  • Competitive density — how many alternatives exist?
  • Customer concentration — does one client control >20% of revenue?

Score 20+: Strong pricing power. Raise prices 5-10% annually. Score 15-19: Moderate. Raise selectively on new deals. Score \x3C15: Weak. Focus on differentiation before pricing.

Cost Structure Analysis

Fixed vs Variable Ratio

Business Type Target Fixed % Target Variable %
SaaS 70-80% 20-30%
Services 40-50% 50-60%
Manufacturing 30-40% 60-70%
Marketplace 60-70% 30-40%

High fixed cost = operational leverage (margins expand with scale). High variable cost = flexibility (margins stable but limited upside).

Contribution Margin by Product Line

For each product/service:

Revenue: $___
- Direct costs (COGS): $___
- Variable selling costs: $___
= Contribution margin: $___
Contribution margin %: ___%

Kill anything below 20% contribution margin unless it's a strategic loss leader with proven upsell path.

Quick Wins (30-Day Margin Improvement)

  1. Audit discounting — cap at 15%, require VP approval above 10%
  2. Review tool/SaaS spend — cancel unused licenses (avg company wastes 25%)
  3. Renegotiate top 3 vendor contracts — 5-15% savings typical at renewal
  4. Implement value-based pricing on at least one product line
  5. Add a premium tier — 10-20% of customers will upgrade

90-Day Margin Optimization Roadmap

Month 1: Audit — map all revenue streams, costs, margins by line Month 2: Price — implement increases on weakest-margin products Month 3: Cut — eliminate sub-20% contribution margin lines, renegotiate vendors

Annual Margin Health Check

Run quarterly:

  • Gross margin trend (3-quarter rolling)
  • Net margin vs industry benchmark
  • Customer acquisition cost payback period
  • Revenue per employee trend
  • Pricing power score reassessment

More Resources

Bundle Deals

  • 📘 AI Automation Playbook — $27
  • 🎯 Pick Any 3 Packs — $97 (save $44)
  • 📦 All 10 Industry Packs — $197 (save $273)
  • 🏆 Everything Bundle — $247 (all packs + playbook + setup wizard)
安全使用建议
This skill appears coherent and low-risk: it is an instruction-only business-analysis guide that does not request credentials or perform installs. Before using: (1) Confirm the platform's behavior for 'clawhub install' (the README mentions it but the package has no install spec). (2) Do not paste sensitive customer or credential data into prompts — test with redacted or synthetic data first. (3) If you plan to follow external links or buy the paid 'context packs', treat them as third-party web resources; review their privacy/terms. (4) If you want stronger assurance, ask the publisher for provenance (who maintains afrexai-cto.github.io) or a versioned install artifact you can review.
功能分析
Type: OpenClaw Skill Name: afrexai-profit-margin Version: 1.0.0 The skill bundle contains metadata, a detailed skill description (SKILL.md), and a README.md. All content is focused on profit margin analysis, benchmarks, and optimization strategies. The instructions for the AI agent in SKILL.md are clear, directly related to the stated purpose, and do not contain any prompt injection attempts or instructions for malicious actions. External links in both SKILL.md and README.md point to `afrexai-cto.github.io` for 'More Resources' and 'Bundle Deals', which appear to be legitimate promotional content for related tools from the same developer. There is no evidence of data exfiltration, malicious execution, persistence, or obfuscation.
能力评估
Purpose & Capability
Name/description (profit margin analysis, benchmarks, recommendations) align with the SKILL.md content. The skill does not request unrelated binaries, environment variables, or config paths.
Instruction Scope
SKILL.md contains frameworks, templates, benchmarks, checklists and recommended analyses; it does not instruct the agent to read system files, access secrets, or transmit data to third-party endpoints. Note: the document includes links to external GitHub Pages resources and paid products (marketing), but it does not instruct automatic data submission to those endpoints.
Install Mechanism
There is no install spec and no code files (instruction-only), which is low-risk. The README shows a 'clawhub install afrexai-profit-margin' command, but the skill package contains no install instructions or binaries — this mismatch is likely just marketing text, not an actual installer. Verify how your agent/platform handles 'clawhub install' before running it.
Credentials
The skill declares no required environment variables, credentials, or config paths. The analyses and templates in SKILL.md are self-contained and do not need secrets or external keys.
Persistence & Privilege
The skill is not marked 'always'. disable-model-invocation is false (normal), so the agent may invoke it autonomously per platform rules — this is expected for skills and not excessive on its own.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install afrexai-profit-margin
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /afrexai-profit-margin 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release of Profit Margin Analyzer skill. - Calculates gross, operating, and net margins by product/service line. - Benchmarks your margins against 2026 industry standards. - Identifies margin erosion sources and root causes. - Provides actionable pricing improvement recommendations. - Models profit impact of pricing and cost changes. - Includes frameworks, practical checklists, and quick-win strategies for margin optimization.
元数据
Slug afrexai-profit-margin
版本 1.0.0
许可证
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Profit Margin Analyzer 是什么?

Analyzes profit margins by product/service, benchmarks against 2026 industry data, identifies margin erosion, and recommends pricing and cost optimizations. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 696 次。

如何安装 Profit Margin Analyzer?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install afrexai-profit-margin」即可一键安装,无需额外配置。

Profit Margin Analyzer 是免费的吗?

是的,Profit Margin Analyzer 完全免费(开源免费),可自由下载、安装和使用。

Profit Margin Analyzer 支持哪些平台?

Profit Margin Analyzer 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Profit Margin Analyzer?

由 1kalin(@1kalin)开发并维护,当前版本 v1.0.0。

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