Tax Dispute Response: An Agent Skill for Defensible Strategy

Where this fits

Fueled by data analytics, tax authorities issue a 稽查通知书 (audit notice) on a Tuesday afternoon. Your client has 3 days to respond, and their binder of contracts, prior-year returns, and related-party agreements is scattered across PDFs, spreadsheets, and scanned emails. An agent built with this skill can turn that chaos into a defensible response strategy — reading the notice, locating relevant evidence, and drafting the arguments a tax advisor can review before submission.

Why agents benefit

• Reads regulatory documents and enterprise files: Uses read to parse PDF notices, contracts, and ledgers, then maps them to the skill’s legal framework.
• Searches across legal and policy sources: grep finds the exact clause — like 税收征管法第54条 or 税务稽查工作规程 — and pulls relevant precedent.
• Calculates exposure automatically: bash can compute back taxes, interest, and potential penalties from the disputed amounts and timelines.
• Stays current with case law: webfetch retrieves the latest tax dispute rulings and policy interpretations from official and reputable sources.
• Outputs a structured strategy plan: The skill’s framework guides the agent to produce a timeline-driven response with evidence checklists and communication tactics.

Practical scenarios

Audited with a 3-day response window

A notification demands internal review within 72 hours. The agent reads the notice, flags audit type (日常稽查 vs 专项稽查), inventories relevant evidence, and drafts the initial self-inspection report — including where extra documentation is still missing.

Anti-avoidance investigation on transfer pricing

Related-party pricing is questioned under 特别纳税调整. The agent searches OECD Transfer Pricing Guidelines and recent adjustments, then prepares a comparability analysis summary and negotiation talking points for the 约谈 meeting.

Preparing for tax administrative reconsideration

An assessment decision was issued. The agent picks out procedural errors (e.g., missing 陈述申辩 rights), checks the 60-day filing deadline under 税务行政复议规则, and generates a draft reconsideration application with supporting evidence mapped to each legal argument.

Add it to your agent workflow

Install the skill and make it available to your agent:

npx skills add guoliang1114-boop/AriaAI --skill tax-dispute-response

Example agent prompt after installation:

Your task: parse the attached audit notice, identify the audit type, compute the maximum back-tax exposure,
and draft a 10-point response strategy. Use the tax-dispute-response skill framework.

The agent will combine the skill’s tools and legal tables to produce a clear, structured delivery.

Compare before adopting

Before adopting this skill, check whether the underlying GitHub repo has recent commits and issue responses. Compare its legal citation coverage — especially for your jurisdiction — against generic tax research agents. Evaluate whether the workflow aligns with your existing document pipeline (e.g., ability to ingest Chinese-language PDFs) and whether the output format matches your review process. Also consider alternatives like custom prompt chains if your needs are simpler than full dispute-response generation.

Why it is worth tracking

Although the repo shows only 37 stars, the skill addresses a painful, rules-heavy domain where agent automation has clear ROI. Its legal framework is grounded in specific regulations and OECD guidelines, which is a good freshness signal; watch for updates around new tax enforcement rules or procedural changes. If your developer community handles tax advisory or compliance tooling, bookmark the skill page and re-evaluate as the author adds more case-based examples and maintenance commits.