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Automated scraping and extraction of current Australian tax rates from ATO.gov.au and related government sources
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Route complex requests to the right specialist agent or chain of agents. This skill acts as the central brain of an agent swarm — it analyses what the user needs, determines which specialist domain(s) are required, and coordinates parallel or sequential agent execution. Use this skill when a request spans multiple domains (e.g., "research competitors and create a pitch deck"), when you need to decide which specialist should handle an ambiguous request, or when a task requires a multi-step pipeline across different skills. Triggers on: multi-step requests, cross-domain tasks, "coordinate", "plan this out", "I need help with multiple things", or any complex request that touches more than one specialist area. Also triggers when the user seems unsure which tool or approach to use.
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Compare entity financial ratios against ATO small business benchmarks to assess audit probability
| name | ato-rate-scraping |
| description | Automated scraping and extraction of current Australian tax rates from ATO.gov.au and related government sources |
Extracts current tax rates, thresholds, and benchmarks from official Australian government sources. Uses Jina AI Reader API to convert ATO web pages into structured rate data with full provenance tracking.
Use the Jina AI Reader API to fetch and parse ATO pages:
curl "https://r.jina.ai/https://www.ato.gov.au/[rate-page-path]" \
-H "Authorization: Bearer $JINA_API_KEY"
The Jina Reader converts pages to clean markdown, stripping navigation and ads. Rate tables are preserved as markdown tables for structured extraction.
| Rate | Source URL | Update Schedule | Extraction Pattern |
|---|---|---|---|
| Individual Tax Brackets | ato.gov.au/tax-rates-and-codes/tax-rates-australian-residents | Annual (1 Jul) | Table: Taxable income / Tax on this income |
| Corporate Tax Rate | ato.gov.au/businesses-and-organisations/income-deductions-and-concessions/income-tax-rate | Annual (Budget) | Paragraph: "The full company tax rate is..." |
| Division 7A Benchmark | ATO Tax Determinations (annual) | Annual (before 1 Jul) | TD title: "Income tax: Division 7A benchmark interest rate" |
| Fuel Tax Credits | ato.gov.au/businesses-and-organisations/income-deductions-and-concessions/incentives-and-concessions/fuel-schemes/fuel-tax-credits-business/rates-all-fuels | Quarterly | Table: Fuel type / Rate per litre / Period |
| SG Rate | ato.gov.au/businesses-and-organisations/super-for-employers/how-much-to-pay | Annual (legislated) | Table: Period / SG rate percentage |
| FBT Rate & Gross-Up | ato.gov.au/businesses-and-organisations/fringe-benefits-tax | Annual (1 Apr) | Table: FBT year / Rate / Type 1 / Type 2 |
| IAWO Threshold | ato.gov.au/businesses-and-organisations/income-deductions-and-concessions/depreciation-and-capital-expenses-and-allowances/simpler-depreciation-for-small-business | Budget announcement | Paragraph: "instant asset write-off threshold" |
| Medicare Levy | ato.gov.au/individuals-and-families/medicare-and-private-health-insurance/medicare-levy | Annual (Budget) | Paragraph: "Medicare levy is..." |
| Rate | Source |
|---|---|
| R&D Tax Offset Rates | business.gov.au/grants-and-programs/research-and-development-tax-incentive |
| Payroll Tax Thresholds | State revenue office websites (per-state) |
| CGT Discount | ato.gov.au/individuals-and-families/investments-and-assets/capital-gains-tax/cgt-discount |
lib/tax-data/cache-manager.ts| Rate Type | Expected Range | Red Flag If |
|---|---|---|
| Corporate Tax Rate | 25-30% | < 20% or > 35% |
| R&D Offset | 35-50% | < 30% or > 55% |
| Div 7A Benchmark | 4-12% | < 2% or > 15% |
| SG Rate | 9-15% | < 9% or > 15% |
| FBT Rate | 45-50% | < 40% or > 55% |
| Fuel Credit (per litre) | $0.05-$0.80 | < $0.01 or > $1.00 |
| IAWO Threshold | $1,000-$200,000 | < $1,000 or > $500,000 |
| Medicare Levy | 1-3% | < 1% or > 5% |
Values outside expected ranges should be flagged for manual verification before cache update.
<rate_scrape_result>
<source_url>https://www.ato.gov.au/businesses-and-organisations/super-for-employers/how-much-to-pay</source_url>
<scraped_at>2026-02-13T10:30:00+11:00</scraped_at>
<scrape_method>jina_ai_reader</scrape_method>
<rates_extracted>
<rate>
<name>Superannuation Guarantee Rate</name>
<value>0.12</value>
<display_value>12%</display_value>
<effective_from>2025-07-01</effective_from>
<effective_to>2026-06-30</effective_to>
<financial_year>FY2025-26</financial_year>
<legislation>SGAA 1992, s 19</legislation>
<confidence>high</confidence>
</rate>
</rates_extracted>
<validation>
<in_expected_range>true</in_expected_range>
<changed_from_cache>true</changed_from_cache>
<previous_cached_value>0.115</previous_cached_value>
</validation>
</rate_scrape_result>