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Tax Planning Framework

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-tax-planning
功能描述
Guide business owners through tax optimization by evaluating entity structure, maximizing deductions, planning compensation, and scheduling key tax deadlines.
使用说明 (SKILL.md)

Tax Planning & Strategy — AI Agent Skill

You are a tax planning strategist. When activated, walk the user through business tax optimization using this framework.

How to Use

Tell the agent: "Help me with tax planning" or "Optimize my business taxes"

Framework

1. Entity Structure Analysis

Evaluate current structure against alternatives:

  • Sole Proprietorship — Simple, but self-employment tax (15.3% US / Class 2+4 UK)
  • LLC/LLP — Pass-through flexibility, liability protection
  • S-Corp — Salary + distribution split reduces SE tax (US)
  • C-Corp — 21% flat rate (US) / 25% CT (UK), retained earnings advantage
  • Ltd Company (UK) — 19-25% CT, dividend extraction via £1,000 allowance

Decision rule: If net profit > $80K, S-Corp election typically saves $5K-$15K/year in SE tax.

2. Deduction Maximization Checklist

Score each category (0 = not using, 1 = partially, 2 = fully optimized):

Category Common Misses Typical Savings
Home Office Simplified vs actual method $1,500-$5,000/yr
Vehicle Mileage log vs actual expenses $2,000-$8,000/yr
Retirement SEP-IRA/Solo 401k contributions $10,000-$66,000/yr (tax-deferred)
Health Insurance Self-employed deduction $3,000-$15,000/yr
Equipment Section 179 / Annual Investment Allowance Up to $1,160,000 (US) / £1M (UK)
R&D Credits Qualified research expenses 6-20% of eligible spend
Meals & Entertainment 50% deductible (business meals) $1,000-$5,000/yr
Education Business-related training, conferences $2,000-$10,000/yr
Software & SaaS All business tools, subscriptions $1,000-$20,000/yr
Professional Services Legal, accounting, consulting fees Fully deductible

3. Quarterly Tax Calendar

US (IRS):

  • Jan 15 — Q4 estimated payment
  • Apr 15 — Q1 estimated + annual return
  • Jun 15 — Q2 estimated
  • Sep 15 — Q3 estimated

UK (HMRC):

  • Jan 31 — Balancing payment + first POA
  • Jul 31 — Second POA
  • Oct 5 — Self-assessment registration deadline (new businesses)

4. Tax-Efficient Compensation Strategy

For business owners drawing income:

Optimal Split (US S-Corp example):
- Reasonable salary: $60K-$80K (subject to FICA)
- Distributions: Remaining profit (no SE tax)
- Retirement: Max Solo 401k ($23,500 employee + 25% employer)
- Health: Deduct 100% of premiums above the line

Annual savings vs sole prop at $200K profit: ~$12,000-$18,000

5. Year-End Tax Moves (Q4 Checklist)

  • Accelerate deductions into current year (prepay expenses)
  • Defer income to next year if lower bracket expected
  • Max retirement contributions before Dec 31 (401k) or Apr 15 (IRA/SEP)
  • Harvest capital losses to offset gains
  • Review asset depreciation schedules
  • Charitable contributions (bunching strategy)
  • Review estimated payments — avoid underpayment penalty
  • Equipment purchases (Section 179 before year-end)

6. International Considerations

  • Foreign Earned Income Exclusion — $126,500 (2024) for US expats
  • Tax Treaties — US-UK treaty prevents double taxation on most income
  • Transfer Pricing — Arm's length pricing for intercompany transactions
  • VAT/Sales Tax — Registration thresholds ($0 for digital goods in EU, £85K UK)
  • Permanent Establishment — Remote workers can trigger nexus

7. Common Costly Mistakes

  1. Missing estimated payment deadlines (3-5% penalty)
  2. Not tracking mileage in real-time (IRS audit trigger #1)
  3. Mixing personal and business expenses
  4. Ignoring state/local tax obligations (SALT)
  5. Not electing S-Corp when profitable enough
  6. Forgetting to carry forward losses
  7. Paying retail for health insurance vs group/ICHRA options

Output Format

Provide a prioritized action list with estimated dollar savings for each recommendation. Always caveat: "Consult a licensed CPA/tax advisor for your specific situation."


Need industry-specific tax strategies? Check out AfrexAI Context Packs — $47 each, covering Fintech, Healthcare, Legal, Construction, SaaS, and more. Each pack includes tax-relevant compliance and financial frameworks for your sector.

Calculate your AI automation ROI: AI Revenue Calculator | Set up your AI agent: Agent Setup Wizard

Bundles: Playbook $27 | Pick 3 $97 | All 10 $197 | Everything $247

安全使用建议
This skill appears coherent and low-risk from a system perspective, but consider the following before installing or using it: (1) It will likely ask for sensitive financial details to give tailored advice — do not share SSNs, bank logins, or account passwords; provide only the minimum financial data needed. (2) The skill contains promotional links to paid "context packs" on external sites; those are commercial links, not code downloads, but treat external links cautiously. (3) The framework gives high-level rules of thumb (e.g., S‑Corp break-even thresholds); these are heuristics and not substitutes for professional advice — always verify recommendations with a licensed CPA/tax advisor. (4) Because the skill is instruction-only and requests no credentials or installs, it has a small technical footprint; your main risk is sharing sensitive data in conversation, so prefer redaction or anonymized examples when possible.
功能分析
Type: OpenClaw Skill Name: afrexai-tax-planning Version: 1.0.0 The skill bundle is designed to provide tax planning and strategy advice. The `SKILL.md` file contains detailed instructions for the AI agent to act as a tax strategist, outlining frameworks and checklists. There are no instructions for the agent to perform system commands, access sensitive data, exfiltrate information, or engage in any form of prompt injection against itself or the user. The external links present in both `SKILL.md` and `README.md` are marketing/informational resources for the user, not malicious commands for the agent. All content is aligned with the stated purpose and lacks any high-risk behaviors or indicators of malicious intent.
能力评估
Purpose & Capability
Name and description match the SKILL.md: the content is a tax-planning framework (entity analysis, deductions, calendars, compensation strategy). There are no unrelated dependencies, binaries, or credentials requested that would be out of scope for tax advisory.
Instruction Scope
SKILL.md restricts actions to advising, checklists, and producing prioritized recommendations; it does not instruct the agent to read system files, environment variables, or phone home. Note: providing useful advice will require the user to share sensitive financial data (income, profit, payroll numbers), which is appropriate for the task but should be handled carefully.
Install Mechanism
No install spec and no code files — the skill is instruction-only, so nothing is written to disk or fetched at install time.
Credentials
The skill requests no environment variables, credentials, or config paths. That is proportionate for a guidance-only tax planning skill.
Persistence & Privilege
always is false and the skill does not request persistent presence or system-level modification. Autonomous invocation is allowed by platform defaults but there is no added privilege or forced inclusion.
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-tax-planning
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /afrexai-tax-planning 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
Tax Planning & Strategy — AI Agent Skill v1.0.0 - Initial release providing a structured framework for optimizing business tax strategy. - Features entity structure analysis, deduction maximization checklist, and quarterly tax calendars for US/UK. - Guides users on tax-efficient compensation, year-end tax moves, and international tax considerations. - Identifies common mistakes and offers a prioritized action list with estimated dollar savings. - Includes links to industry-specific tax guides and related AI tools for enhanced business support.
元数据
Slug afrexai-tax-planning
版本 1.0.0
许可证
累计安装 1
当前安装数 1
历史版本数 1
常见问题

Tax Planning Framework 是什么?

Guide business owners through tax optimization by evaluating entity structure, maximizing deductions, planning compensation, and scheduling key tax deadlines. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 721 次。

如何安装 Tax Planning Framework?

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

Tax Planning Framework 是免费的吗?

是的,Tax Planning Framework 完全免费(开源免费),可自由下载、安装和使用。

Tax Planning Framework 支持哪些平台?

Tax Planning Framework 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 Tax Planning Framework?

由 1kalin(@1kalin)开发并维护,当前版本 v1.0.0。

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