faostat-infographic

faostat-infographic is a skill for Claude Code from berba-q/faostat-skills. It costs 206 tokens per session (13,588 once invoked), scanned A, original, MIT.

A single-page visual summary of FAOSTAT data, the United Nations food and agriculture statistics database. It creates an infographic for readers who are not data specialists, as a standalone HTML page with optional image or PDF export.

In plain words
What is it for?
Use it to present production, trade, food security or other FAOSTAT findings in a social graphic, pitch deck, press item or one-page explainer.
Why use it?
It turns a set of agricultural or food statistics into a quick visual explanation instead of a data-heavy report.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: names the AskUserQuestion tool.

Part of the faostat-skills plugin — 14 skills, 14 commands shipped together

Good fit Use it to present production, trade, food security or other FAOSTAT findings in a social graphic, pitch deck, press item or one-page explainer.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/berba-q/faostat-skills/infographic
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add berba-q/faostat-skills --skill infographic
Clone the repo
git clone --depth 1 https://github.com/berba-q/faostat-skills

Made for: Claude Code.

Or install faostat-skills, the plugin that ships this one along with the rest of its 14 skills, 14 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for faostat-infographic

README.md
[![agentmods](https://agentmods.dev/badge/skills/berba-q/faostat-skills/infographic/github.svg)](https://agentmods.dev/skills/berba-q/faostat-skills/infographic)
Your own site
<a href="https://agentmods.dev/skills/berba-q/faostat-skills/infographic"><img src="https://agentmods.dev/badge/skills/berba-q/faostat-skills/infographic/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for faostat-infographic

Your own site · 80×15
<a href="https://agentmods.dev/skills/berba-q/faostat-skills/infographic"><img src="https://agentmods.dev/badge/skills/berba-q/faostat-skills/infographic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 206 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 13,588 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00206 $0.13588
Opus 5 $0.00103 $0.06794
Sonnet 5 $0.00041 $0.02718
Haiku 4.5 $0.00021 $0.01359

Measured 12d ago against content hash ff274f38c23d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

faostat-infographic scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

subprocess.run([
skills/infographic/SKILL.md · 921 lines

How it starts

The opening of the file, as written. The whole thing — 921 lines — stays where its author put it; the contents beside it link to each section on GitHub.

FAOSTAT Infographic

Build a single-page infographic from FAOSTAT data for a non-expert audience. The reader should grasp the main point in under 10 seconds and the supporting detail in under 30. Aesthetic cue: modern data journalism (Visual Capitalist, OWID explainer cards, Statista) — not FAO yearbooks.

Prerequisites

Before starting, confirm the FAOSTAT MCP tools are available: faostat_get_data, faostat_search_codes, faostat_list_groups, faostat_list_domains, faostat_get_rankings. If not, stop and tell the user this skill requires the FAOSTAT MCP server.

Invariants

Cross-skill invariants (all six — violations are skill bugs):

  1. FILTER vs DISPLAY codes. faostat_get_data takes FILTER codes (e.g., 2510 for Production). faostat_get_rankings takes DISPLAY codes (e.g., 5510). Never invert.
  2. Year syntax. Comma-separated lists only ('2010,2011,...,2023'); colon ranges return empty in practice.
  3. Element filter required on every faostat_get_data call.
  4. TCL for national trade aggregates, TM only for partner breakdowns. Never sum TM rows to reconstruct national totals.
  5. China composite default (Apr 2026 user preference). For any country-level number or ranking, default to composite China (area 351). Offer China, mainland (41) as an opt-in. Flag the choice in the source footer. Map carve-out: if the main visual is a choropleth, the map uses the disaggregation path (area 41 on the CHN polygon; HKG 96 / MAC 128 / TWN 214 on their own polygons). Never blend the two in the same figure.
  6. faostat_get_rankings HTTP-500 fallback. If the call fails, reconstruct by pulling faostat_get_data across all reporting countries and sorting client-side. Note the fallback in the source footer.
  7. Element and item code resolution. Never use a hardcoded numeric element or item code as the primary value in a faostat_get_data call. Always resolve at runtime: faostat_search_codes(domain_code='<dom>', dimension_id='element', query='<metric name>') for elements; faostat_search_codes(domain_code='<dom>', dimension_id='item', query='<item name>') for items. Numeric codes shown in reference tables and code examples are verified hints — use them to validate the search result, not as the authoritative source. Domain letter-codes (QCL, TCL, GT, EM, FBS, FS…) are stable and may be used directly.

Read the full file on GitHub · 921 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 921 lines · 206 tokens per session scan A ff274f38c23d

Subscribe to this mod's changes

faostat-infographic is a skill published in the GitHub repository berba-q/faostat-skills (8 stars, last pushed 4mo ago), licensed MIT. It adds 206 tokens to every session and 13,588 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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