What is arab-market-context?

A research and planning skill for Arab-country markets, including Egypt, the Gulf, the Levant, North Africa, Iraq, and Palestine. It covers operating assumptions for copy, payments, logistics, support, tax, identity, and open-data work.

Use it to prepare country briefs, review market-entry assumptions, and create handoffs for localization, checkout, logistics, support, tax, identity, or communications.

It helps teams check country-specific assumptions against sources and identify when legal, cultural, payment, or operational review is needed. It does not authorize launching campaigns, changing customer data, or making unsupported claims.

arab-market-context — Skill for Claude Code and Codex by ArabAgentSkil

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 ArabAgentSkills/Skills --skill arab-market-context

Clone the repo

git clone --depth 1 https://github.com/ArabAgentSkills/Skills

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/arabagentskills/skills/arab-market-context/github.svg)](https://agentmods.dev/skills/arabagentskills/skills/arab-market-context)

Your own site

<a href="https://agentmods.dev/skills/arabagentskills/skills/arab-market-context"><img src="https://agentmods.dev/badge/skills/arabagentskills/skills/arab-market-context/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/arabagentskills/skills/arab-market-context"><img src="https://agentmods.dev/badge/skills/arabagentskills/skills/arab-market-context.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,241 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.

Model	Per session	Once invoked
Fable 5.1	$0.00048	$0.01241
Opus 5	$0.00024	$0.00620
Sonnet 5	$0.00010	$0.00248
Haiku 4.5	$0.00005	$0.00124

Measured 12d ago against content hash 7985476024bb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

arab-market-context 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 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/list-vendors.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/arab-market-context/SKILL.md · 106 lines

How it starts

The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Arab Market Context

When To Use

Use this skill before choosing copy, checkout, logistics, support, outreach, tax, identity, or open-data behavior in Arab markets.

When Not To Use

Do not use it as a vendor API implementation guide.
Do not make legal, tax, identity, payment, marketing, or cultural claims without source and review gates.
Do not create final dialect copy, public campaign copy, or outbound messages without native review.
Do not launch, send, publish, pay, refund, verify identity, or modify customer data.

Required Context

Country or countries; if missing, ask or return a selection checklist.
Audience: B2B, B2C, SMB, enterprise, public sector, regulated, or other.
Channel: website, app, support, WhatsApp, SMS, email, paid ads, sales, logistics, checkout, or research.
Intended use: planning, draft copy, implementation handoff, review, public export, or launch.
Risk state: sandbox/draft vs production/live, and whether sensitive data is involved.

Common Workflows

Create a source-backed country brief.
Review a market assumption for scope, source quality, confidence, and anti-stereotype risk.
Route payment, logistics, comms, tax, identity, open-data, and Arabic NLP work to the right skill.
Convert broad regional requests into country-specific questions and review gates.

Default Workflow

Read sources.yml for source coverage and last-checked dates.
Read references/region-overview.md for cross-country rules.
Read the specific references/countries/<country>.md file for each requested country.
For claim safety, read references/evidence-model.md, references/confidence-model.md, and references/claim-ledger-guide.md.
If implementation is requested, route to the relevant domain skill instead of inventing steps.
Answer with facts, hypotheses, unknowns, review gates, and validation steps.

Files To Read

Routing and process: SKILL.md.
Source map: sources.yml.
Cross-country rules: references/region-overview.md.
Country packs: references/countries/*.md.
Claim standards: references/evidence-model.md, references/confidence-model.md, references/claim-ledger-guide.md.
Implementation checklist: references/integration-checklist.md.
Example answer style: examples/source-backed-country-brief.md.

Read the full file on GitHub · 106 lines

Files

What ships with it

27 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

12d ago First seen · 106 lines · 48 tokens per session scan A 7985476024bb

Subscribe to this mod's changes

arab-market-context is a skill published in the GitHub repository ArabAgentSkills/Skills (11 stars, last pushed 1mo ago), licensed MIT. It adds 48 tokens to every session and 1,241 once invoked, about $0.0002 per session on Opus 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 2026-08-31.

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