fetch-world-bank-indicator

fetch-world-bank-indicator is a skill for Claude Code, Codex from agentlas-ai/agentlas-desktop. It costs 24 tokens per session (249 once invoked), scanned A, original, Apache-2.0.

A bounded tool for retrieving one country’s or region’s yearly series for one World Bank economic indicator. The World Bank is an international development institution that publishes statistics through an online data service.

In plain words
What is it for?
Use it to fetch annual indicators such as a country’s population or economic measure over a specified year range.
Why use it?
It preserves the provider’s metadata, missing values, exact request, and response hash so the reported figures can be checked and reproduced.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to fetch annual indicators such as a country’s population or economic measure over a specified year range.

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Install with agentmods
npx agentmods add skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator
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 agentlas-ai/agentlas-desktop --skill fetch-world-bank-indicator
Clone the repo
git clone --depth 1 https://github.com/agentlas-ai/agentlas-desktop

Made for: Claude Code, Codex.

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 fetch-world-bank-indicator

README.md
[![agentmods](https://agentmods.dev/badge/skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator/github.svg)](https://agentmods.dev/skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator)
Your own site
<a href="https://agentmods.dev/skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator"><img src="https://agentmods.dev/badge/skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator/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 fetch-world-bank-indicator

Your own site · 80×15
<a href="https://agentmods.dev/skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator"><img src="https://agentmods.dev/badge/skills/agentlas-ai/agentlas-desktop/fetch-world-bank-indicator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 249 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00024 $0.00249
Opus 5.5 $0.00010 $0.00100
Sonnet 5.5 $0.00005 $0.00050
Haiku 4.5 $0.00002 $0.00025

Measured 1mo ago against content hash d4d8554cfba3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

fetch-world-bank-indicator scanned grade A with 0 findings 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 1mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/agentlas-economic-data/skills/fetch-world-bank-indicator/SKILL.md · 21 lines

What it actually says

Fetch World Bank Indicator

  1. Bind the request to one ISO2/ISO3 country code or an aggregate named by describe_economic_data_capabilities.
  2. Bind one dot-delimited World Bank indicator code and an inclusive annual range.
  3. Call fetch_world_bank_indicator; use pagination explicitly when the result reports more than one page.
  4. Report units and decimal precision from the normalized series. Keep missing observations as null or label them unavailable.
  5. Keep the provider sourceId, lastUpdated, request URL, exact raw byte count, and SHA-256 digest with any reproducibility record.

Outputs

Return the normalized observations and a concise source note naming the World Bank Indicators API. Do not add interpolated or forecast values unless the user separately requests an analysis that clearly labels them.

Verification

Confirm that the returned schema is agentlas.economic-data.world-bank-indicator.v1, the country and indicator match the request, pagination is present, and raw.sha256 matches sha256: followed by 64 lowercase hexadecimal characters.

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. 1mo ago First seen · 21 lines · 24 tokens per session scan A d4d8554cfba3

Subscribe to this mod's changes

fetch-world-bank-indicator is a skill published in the GitHub repository agentlas-ai/agentlas-desktop (6 stars, last pushed yesterday), licensed Apache-2.0. It adds 24 tokens to every session and 249 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.

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