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103 lines (103 loc) · 6.89 KB
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{
"$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
"name": "dfo",
"version": "1.0.2",
"description": "Search, fetch, analyse and chart development finance data from the Development Finance Observatory, with analyst skills on aid and sovereign debt.",
"author": {
"name": "The ONE Campaign",
"url": "https://developmentfinance.org"
},
"homepage": "https://developmentfinance.org",
"repository": "https://github.com/DevelopmentFinanceObservatory/skills",
"license": "CC-BY-4.0",
"keywords": [
"development finance",
"aid",
"ODA",
"sovereign debt",
"data"
],
"extensions": {
"com.openai": {
"interface": {
"displayName": "DFO",
"shortDescription": "Aid, debt and economy data",
"longDescription": "The Development Finance Observatory (DFO) brings development finance data together in one place. With this connector, Claude answers from that data and names the source of each number.\n\nThe DFO holds more than 100,000 indicators in 92 datasets. At its core are the OECD's aid statistics (DAC1, DAC2A, DAC2B and the Creditor Reporting System), the World Bank's International Debt Statistics and the IMF World Economic Outlook. Through Data Commons by Google it adds economic, health and social indicators from the World Bank, WHO and other UN agencies, so aid and debt can sit beside the outcomes they pay for.\n\nAsk in plain English: how much aid a donor gave and where it went, how fast a country's debt service is growing, or which donors give the most as a share of national income. Claude finds the right dataset, fetches the series, and can rank, compare, aggregate, filter and join results, or work out growth rates and shares.\n\nClaude can turn a result into a line chart, bar chart, table or stat card inside the chat, and export any result as CSV, Excel or Parquet with its sources.\n\nThe connector also carries the DFO's methodology notes: which OECD table answers an aid question, how grant equivalents differ from net flows, and where totals double count.\n\nNo account is needed. The Development Finance Observatory is an initiative by ONE Data.",
"developerName": "The ONE Campaign",
"category": "Data & Analytics",
"capabilities": [
"Search aid, debt and economic data by question",
"Fetch a series for any country, donor, recipient or year",
"Compare, rank and aggregate series",
"Calculate growth, shares and ratios",
"Draw interactive charts, tables and stat cards",
"Name the source, unit and period of every figure",
"Explain what each dataset measures and where it misleads"
],
"websiteURL": "https://developmentfinance.org",
"supportURL": "https://developmentfinance.org/ai-policy",
"privacyPolicyURL": "https://developmentfinance.org/privacy",
"termsOfServiceURL": "https://developmentfinance.org/terms",
"defaultPrompt": [
"Chart Kenya's external debt stock since 2010.",
"Chart net ODA from France, Germany, the UK and Japan since 2010.",
"Chart the ten donors with the highest ODA as a share of national income in 2024."
],
"logo": "./assets/logo.svg"
},
"review": {
"test_cases": {
"positive": [
{
"description": "Official aid total for one donor",
"prompt": "How much official development assistance did Germany give in 2023?",
"tools_triggered": "search, get_skill, get_data",
"expected_behavior": "The assistant reports a 2023 figure for Germany in US dollars, either grant equivalents (about 37.9 billion) or net disbursements (about 41.3 billion), cites OECD DAC1 as the source, and names the measure it used. It may load the DAC1 skill first."
},
{
"description": "Line chart of a debt stock",
"prompt": "Chart Kenya's external debt stock since 2010.",
"tools_triggered": "search, get_data, write_component",
"expected_behavior": "The assistant draws a single-line chart for Kenya from 2010 to 2024 and cites World Bank International Debt Statistics. The chart's first and last points are about 8.9 and 42.9 billion US dollars."
},
{
"description": "Ranking against a ratio",
"prompt": "Rank donors by ODA as a share of national income in 2024.",
"tools_triggered": "search, get_data, rank, write_component",
"expected_behavior": "The assistant ranks the donors DFO holds for 2024 and puts Norway (about 1.02%) and Luxembourg (about 1.00%) first. It shows the top donors as a bar chart in percent of GNI, and the list can include donors outside the DAC, such as Türkiye."
},
{
"description": "Change over a period",
"prompt": "How did France's net ODA disbursements change between 2015 and 2023?",
"tools_triggered": "search, get_data, growth",
"expected_behavior": "The assistant reports the change in net disbursements, a rise of about three quarters, from about US$9.0 billion in 2015 to about US$15.9 billion in 2023, and cites OECD DAC1. It says the figures are in current dollars, so exchange-rate and price effects are included. The OECD revises DAC1 between releases, so the end values can differ slightly."
},
{
"description": "Dataset coverage and caveats",
"prompt": "Which DFO datasets cover sovereign debt, and what should I know before comparing countries' debt?",
"tools_triggered": "sources, search, get_skill",
"expected_behavior": "The assistant names the World Bank International Debt Statistics as the main debt dataset, cites its publisher, years and licence from the sources tool, and lists at least two comparison cautions from the skill. It does not invent a dataset the catalogue omits."
}
],
"negative": [
{
"description": "Weather forecasts are outside development-finance data.",
"prompt": "What is the weather in Nairobi this weekend?"
},
{
"description": "A coding task with no data question.",
"prompt": "Write a Python function that sorts a list of invoices by date."
},
{
"description": "Personal investment advice and live market prices; DFO holds official statistics, not trading data.",
"prompt": "Which stock should I buy to profit from emerging-market bonds?"
}
]
}
},
"publication": {
"release_notes": "The listing links the Development Finance Observatory's own privacy and terms pages, describes the data as the DFO website does, and ranks donors by aid as a share of national income across every donor the DFO holds."
}
}
}
}