Griffiths

Produce a FAOSTAT-style multi-page analytical brief (PDF + xlsx appendix)

Analyze agrifood emissions, climate impact, deforestation, land use, and the agriculture-climate nexus using FAOSTAT data

Generate a global briefing for an agricultural commodity

Compare countries or commodities on agricultural metrics

Generate a food security and agricultural profile for a country

Guided discovery of FAOSTAT data catalog — browse domains, see samples, understand what's available

Export clean, documented FAOSTAT data as xlsx + csv + data dictionary

Create a shareable single-page infographic from FAOSTAT data

Generate a choropleth world map of a FAOSTAT metric by country

Generate a peer-reviewable academic paper from FAOSTAT data (docx + xlsx + bib)

Build a data-driven narrative with embedded charts from FAOSTAT data

Assess food import dependence, self-sufficiency ratios, and supply chain risk for a country and commodity

Identify biggest changes, fastest growers/decliners, and anomalies in agricultural data

Generate interactive HTML charts from FAOSTAT data (line, bar, scatter, stacked bar)

Use when the user wants a short, FAOSTAT-style analytical brief — a multi-page PDF policy document in the FAOSTAT house visual style, with a HIGHLIGHTS box, global/regional/country sections, numbered figures with source lines, explanatory notes, and a data appendix. Use when the user asks for "an analytical brief on X", "a FAOSTAT-style brief", "a policy brief", "a FAO-style write-up", or a short policymaker-facing report. Keywords — analytical brief, policy brief, FAOSTAT brief, FAO-style, brief, briefing (policy), policymakers, short report (policy). Do NOT use for journalistic long-reads (use `faostat-story`), academic papers (forthcoming `faostat-scientific-paper`), or single-page visual summaries (forthcoming `faostat-infographic`).

Use when the user asks about agricultural emissions, climate impact of farming, agrifood carbon footprint, greenhouse gases from agriculture, deforestation, forest carbon sinks, temperature change, fertilizer emissions, N2O, land use change, emissions intensity, or the climate-agriculture nexus. Keywords — emissions, climate, carbon, greenhouse gas, GHG, deforestation, forest, temperature, warming, N2O, fertilizer emissions, land use, agrifood, emissions intensity, carbon sink. Do NOT use for a full country food security profile → `faostat-country-profile`. Do NOT use for trend ranking across commodities or countries → `faostat-trends`.

Use when the user asks about a specific crop or commodity — global production, top producers, yield trends, trade flows, or a commodity briefing. Keywords — commodity, crop, wheat, rice, maize, coffee, cocoa, soybean, sugar, cotton, palm oil, production rankings, top producers, yield, trade, global supply, briefing, deep dive. Do NOT use for side-by-side entity comparison → `faostat-compare`. Do NOT use for a country food security profile → `faostat-country-profile`. Do NOT use for trend ranking across commodities → `faostat-trends`.

Use ONLY when the user explicitly asks to compare two or more specific named entities (countries, commodities, or regions) side by side. Keywords — compare, comparison, versus, vs, benchmark, countries, crops, production, yield, area harvested, trade, growth rate. Do NOT use for a global commodity briefing → `faostat-commodity`. Do NOT use for a country food security profile → `faostat-country-profile`. Do NOT use for trend ranking (fastest growing/declining) → `faostat-trends`. Do NOT use for import dependency or supply chain risk → `faostat-trade`.

Use when the user asks for a food security profile, country agricultural overview, country hunger or nutrition assessment, or food system summary for a specific country. Keywords — country profile, food security, undernourishment, production, trade, nutrition, calorie supply, dietary energy. Do NOT use for import dependence and supply chain risk → `faostat-trade`. Do NOT use for a global commodity briefing → `faostat-commodity`. Do NOT use for side-by-side country comparison → `faostat-compare`.

Use when the user wants to discover what data is available in FAOSTAT, browse domains, understand what a domain contains, or is new to FAOSTAT and wants a guided tour. Use when the user mentions a topic and wants to know what FAOSTAT data covers it. Keywords — explore, discover, browse, what data, available, domains, catalog, tour, overview, what can I find, show me, help me understand, new to FAOSTAT, getting started

Use when the user wants a clean, documented tabular export of FAOSTAT data — "export FAOSTAT", "download the data", "give me the CSV / xlsx of [indicator]", "I want the raw numbers", "tabular data pull", "export to spreadsheet". The deliverable is a bundle — one multi-sheet .xlsx (README / Data_tidy / Data_wide / Methodology / Sources) + one tidy-long .csv mirror + a data-dictionary .md. No prose, no charts, no narrative — just the data with full provenance. Do NOT use for reports, briefs, papers, infographics, or visualisations — those skills embed their own xlsx appendices. Use this skill when the data itself IS the deliverable.

Use when the user wants a modern, non-expert-facing visual summary of FAOSTAT data on a single page — an infographic, one-pager, visual summary, explainer card, or shareable graphic for social, pitch decks, or press use. The deliverable is a standalone HTML file with inline SVG (optional PNG/PDF export). Aesthetic — Visual Capitalist / Our World in Data explainer cards / Statista — bold typography, generous whitespace, one hero stat, iconography over chart axes. Do NOT use when the user asks for an analytical brief, policy brief, FAOSTAT brief, or policymaker-facing document → route to `faostat-analytical-brief`. Do NOT use for a data story, article, long-read, or explainer with paragraphs → route to `faostat-story`. Do NOT use for academic papers or dense chart-per-finding reports. Do NOT use when the user wants a standalone interactive chart only → use `faostat-viz`.

Use when the user wants a world or regional choropleth map of a FAOSTAT metric — production, yield, trade flow, emissions, temperature change, fertilizer use, undernourishment, or any other country-level indicator. Use when the user asks for "a map of X", "where is Y grown/produced/emitted", "show global distribution of Z", or for a choropleth / heat-map style visualization of FAOSTAT data. Keywords — map, choropleth, world map, global distribution, country map, geographic, geospatial, heatmap, where, by country

Use when the user wants an academic / peer-reviewable research paper built from FAOSTAT data — "scientific paper", "academic paper", "research paper", "journal article", "IMRaD write-up", "peer-reviewed paper", "manuscript". The deliverable is a .docx following IMRaD structure (Abstract, Introduction, Methods, Results, Discussion, Conclusion, References), a multi-sheet .xlsx data appendix, and a .bib BibTeX reference file. Tone is cautious, hedged, and statistically framed. Do NOT use when the user asks for an "analytical brief" or "policy brief" → route to `faostat-analytical-brief`. Do NOT use for "story" / "article" / "explainer" → `faostat-story`. Do NOT use for "infographic" / "one-pager" → `faostat-infographic`. Do NOT use for a policy brief styled as a "white paper" — that's still `faostat-analytical-brief`.

Use when the user wants to build a data-driven narrative or article from FAOSTAT data for journalists, researchers, or general-audience communicators. Use when the user provides a research question, story angle, or topic they want to explore as an HTML data story with embedded interactive charts. Keywords — story, narrative, article, journalism, data story, investigation, angle, headline, write-up, explainer, data journalism, long-read. Do NOT use when the user asks for an "analytical brief", "policy brief", "FAOSTAT brief", or a PDF policymaker-facing document — route to `faostat-analytical-brief` instead. Do NOT use for academic/scientific papers or single-page infographics.

Use when the user asks about food import dependence, self-sufficiency ratio, supply chain risk, trade partners, trade concentration, food security vulnerability, import reliance, export dependence, or whether a country can feed itself for a specific commodity. Keywords — import, export, trade, self-sufficiency, dependency, supply chain, food security, trade partners, concentration risk, import reliance, vulnerability. Do NOT use for a comprehensive country food security profile → `faostat-country-profile`. Do NOT use for a global commodity briefing → `faostat-commodity`. Do NOT use for side-by-side country comparison → `faostat-compare`.

Use when the user wants to identify biggest changes, fastest-growing or declining agricultural productions, or anomalies in FAOSTAT data over a time window for a region or set of countries. Keywords — trends, growth, decline, anomaly, change, biggest movers, acceleration, deceleration, monitoring, shift, surge, drop, spike. Do NOT use for a global commodity briefing → `faostat-commodity`. Do NOT use for a country food security profile → `faostat-country-profile`. Do NOT use for side-by-side comparison → `faostat-compare`.

Use when the user asks to visualize, chart, graph, or plot FAOSTAT data, or when they want a visual representation of agricultural statistics. Also use when another skill needs to produce a chart. Keywords — chart, graph, plot, visualize, visualization, bar chart, line chart, scatter plot, stacked bar, HTML, interactive, Chart.js, trend chart, comparison chart. Do NOT use when the user wants a shareable, public-facing one-pager or social graphic → use `faostat-infographic`. Do NOT use when the user wants a full narrative report with charts → use `faostat-story` or `faostat-analytical-brief`.