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ArabAgentSkills/Skills
Public source-backed Arab-world agent skills: APIs, marketing, sales, support, localization, Arabic NLP, open data, and MENA workflows.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
skills/arab-einvoicing-tax/SKILL.md
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skills/arab-identity-gov/SKILL.md
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skills/arab-market-context/SKILL.md
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skills/arab-open-data/SKILL.md
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skills/arabic-copywriting-dialects/SKILL.md
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skills/arabic-nlp/SKILL.md
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skills/mena-bnpl/SKILL.md
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skills/mena-commerce-pos-accounting/SKILL.md
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skills/mena-comms/SKILL.md
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skills/mena-cultural-calendar/SKILL.md
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skills/mena-customer-support/SKILL.md
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skills/mena-growth-channels/SKILL.md
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skills/mena-hr-payroll/SKILL.md
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skills/mena-logistics/SKILL.md
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skills/mena-marketing-localization/SKILL.md
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skills/mena-open-banking/SKILL.md
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skills/mena-partnerships-distribution/SKILL.md
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skills/mena-payments/SKILL.md
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skills/mena-pricing-packaging/SKILL.md
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skills/mena-product-localization/SKILL.md
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skills/mena-sales-playbooks/SKILL.md
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skills/seo-aeo-geo/SKILL.md
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Verified commit 8b97dcffb648a2e9fa7b36837d76f0d1a0d08b9a
git clone --filter=blob:none --no-checkout https://github.com/ArabAgentSkills/Skills.git .hotskills/arabagentskills-skills && git -C .hotskills/arabagentskills-skills checkout --detach 8b97dcffb648a2e9fa7b36837d76f0d1a0d08b9a
# Copy each selected skill directory from .hotskills/arabagentskills-skills into .agents/skills/<skill-name>/Heat
0.4- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
Individual skills in this repository
- arab-einvoicing-tax
skills/arab-einvoicing-tax - arab-identity-gov
skills/arab-identity-gov - arab-market-context
skills/arab-market-context - arab-open-data
skills/arab-open-data - arabic-copywriting-dialects
skills/arabic-copywriting-dialects - arabic-nlp
skills/arabic-nlp - mena-bnpl
skills/mena-bnpl - mena-commerce-pos-accounting
skills/mena-commerce-pos-accounting - mena-comms
skills/mena-comms - mena-cultural-calendar
skills/mena-cultural-calendar - mena-customer-support
skills/mena-customer-support - mena-growth-channels
skills/mena-growth-channels - mena-hr-payroll
skills/mena-hr-payroll - mena-logistics
skills/mena-logistics - mena-marketing-localization
skills/mena-marketing-localization - mena-open-banking
skills/mena-open-banking - mena-partnerships-distribution
skills/mena-partnerships-distribution - mena-payments
skills/mena-payments - mena-pricing-packaging
skills/mena-pricing-packaging - mena-product-localization
skills/mena-product-localization - mena-sales-playbooks
skills/mena-sales-playbooks - seo-aeo-geo
skills/seo-aeo-geo
How it works
arab-einvoicing-tax
When your agent uses it
Use this skill when working with Arab tax, e-invoicing, e-receipt, QR, clearance, reporting, and government tax APIs including Egypt ETA, Saudi ZATCA/Fatoora, Jordan JoFotara, UAE e-invoicing, Bahrain NBR, Oman Tax Authority, and provider integrations.
What it loads into context
Frontmatter
75 tokensAlways available to the agent
SKILL.md
957 tokensWhen the skill is activated
Reference documents
4,424 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,283 bytesSKILL.mdcore4,362 bytesSKILL.mdcore4,362 bytesSKILL.mdcore4,362 bytesSKILL.mdcore4,362 bytesevals/expected_behaviors.ymlasset823 bytesevals/prompts.ymlasset789 bytesexamples/source-backed-answer.mddoc1,306 bytesreferences/integration-checklist.mddoc1,256 bytesscripts/list-vendors.mjsruns374 bytessources.ymlasset2,798 bytesvendors/bahrain-national-bureau-for-revenue.mddoc1,496 bytesvendors/egypt-eta-e-invoicing.mddoc1,504 bytesvendors/egypt-eta-e-receipt.mddoc1,523 bytesvendors/egyptian-tax-authority-einvoicing-ereceipt-sdk.mddoc1,554 bytesvendors/jordan-jofotara.mddoc1,758 bytesvendors/saudi-zatca-fatoora.mddoc1,622 bytesvendors/uae-einvoicing-framework.mddoc1,639 bytesvendors/uae-fta-e-invoicing.mddoc1,495 bytesvendors/wafeq-zatca-api.mddoc1,592 bytesvendors/zatca-fatoora-developer-portal.mddoc1,594 bytes
Read SKILL.md
# Arab E-Invoicing and Tax
## When To Use
Use this skill for tax work in Arab/MENA contexts, especially when the prompt includes: e-invoice, e-receipt, tax, ZATCA, Fatoora, ETA, JoFotara, QR.
## When Not To Use
- Do not submit live tax documents.
- Do not provide legal advice or fabricate compliance rules.
## Required Inputs
- Country or market.View the complete source on GitHubarab-identity-gov
When your agent uses it
Use this skill when evaluating Arab identity, address, digital-government, national login, and government API marketplace integrations such as UAE PASS, Nafath, Yakeen, Saudi National Address, Makani, and UAE API Marketplace.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
871 tokensWhen the skill is activated
Reference documents
3,248 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,017 bytesSKILL.mdcore4,268 bytesSKILL.mdcore4,268 bytesSKILL.mdcore4,268 bytesSKILL.mdcore4,268 bytesSKILL.mdcore4,268 bytesevals/expected_behaviors.ymlasset887 bytesevals/prompts.ymlasset797 bytesexamples/source-backed-answer.mddoc1,316 bytesreferences/integration-checklist.mddoc1,265 bytesscripts/list-vendors.mjsruns372 bytessources.ymlasset1,940 bytesvendors/makani.mddoc1,456 bytesvendors/nafath.mddoc1,757 bytesvendors/saudi-national-address.mddoc1,510 bytesvendors/uae-api-marketplace.mddoc1,743 bytesvendors/uae-pass.mddoc1,496 bytesvendors/yakeen-by-elm.mddoc1,641 bytesvendors/yakeen.mddoc1,522 bytes
Read SKILL.md
# Arab Identity and Government APIs
## When To Use
Use this skill for identity-government work in Arab/MENA contexts, especially when the prompt includes: identity, government, UAE PASS, Nafath, Yakeen, National Address, Makani.
## When Not To Use
- Do not bypass government onboarding.
- Do not process real identity checks without approval.
## Required Inputs
- Country or market.View the complete source on GitHubarab-market-context
When your agent uses it
Use this skill when producing source-backed Arab country context, regional operating assumptions, market-entry notes, or safe localization/payment/logistics/support handoffs for Egypt, GCC, Levant, North Africa, Iraq, or Palestine.
What it loads into context
Frontmatter
52 tokensAlways available to the agent
SKILL.md
1,241 tokensWhen the skill is activated
Reference documents
26,543 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Files To Read
- Source And Confidence Rules
- Anti-Stereotype Rules
- Response Contract
- Output Rules
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc786 bytesSKILL.mdcore5,920 bytesSKILL.mdcore5,920 bytesSKILL.mdcore5,920 bytesSKILL.mdcore5,920 bytesSKILL.mdcore5,920 bytesSKILL.mdcore5,920 bytesSKILL.mdcore5,920 bytesevals/expected_behaviors.ymlasset1,736 bytesevals/prompts.ymlasset1,653 bytesexamples/source-backed-answer.mddoc903 bytesexamples/source-backed-country-brief.mddoc2,069 bytesreferences/claim-ledger-guide.mddoc1,687 bytesreferences/confidence-model.mddoc1,977 bytesreferences/countries/algeria.mddoc8,239 bytesreferences/countries/bahrain.mddoc8,237 bytesreferences/countries/egypt.mddoc8,231 bytesreferences/countries/iraq.mddoc8,211 bytesreferences/countries/jordan.mddoc8,230 bytesreferences/countries/kuwait.mddoc8,231 bytesreferences/countries/lebanon.mddoc8,229 bytesreferences/countries/morocco.mddoc8,237 bytesreferences/countries/oman.mddoc8,214 bytesreferences/countries/palestine.mddoc8,250 bytesreferences/countries/qatar.mddoc8,224 bytesreferences/countries/saudi-arabia.mddoc8,266 bytesreferences/countries/tunisia.mddoc8,228 bytesreferences/countries/united-arab-emirates.mddoc8,301 bytesreferences/evidence-model.mddoc2,289 bytesreferences/integration-checklist.mddoc1,071 bytesreferences/region-overview.mddoc2,931 bytesscripts/list-vendors.mjsruns274 bytessources.ymlasset6,010 bytesvendors/.gitkeepasset104 bytes
Read SKILL.md
# 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 ContextView the complete source on GitHubarab-open-data
When your agent uses it
Use this skill when discovering or integrating Arab open-data APIs, CKAN/Socrata portals, SPARQL endpoints, government datasets, bulk downloads, and transparency sources across GCC, Levant, Egypt, and North Africa.
What it loads into context
Frontmatter
53 tokensAlways available to the agent
SKILL.md
867 tokensWhen the skill is activated
Reference documents
3,328 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,055 bytesSKILL.mdcore4,096 bytesSKILL.mdcore4,096 bytesSKILL.mdcore4,096 bytesSKILL.mdcore4,096 bytesevals/expected_behaviors.ymlasset751 bytesevals/prompts.ymlasset741 bytesexamples/source-backed-answer.mddoc1,297 bytesreferences/integration-checklist.mddoc1,246 bytesscripts/list-vendors.mjsruns369 bytessources.ymlasset1,908 bytesvendors/bahrain-open-data-portal.mddoc1,462 bytesvendors/morocco-open-data.mddoc1,455 bytesvendors/oman-data-portal.mddoc1,440 bytesvendors/qatar-open-data-api.mddoc1,537 bytesvendors/qatar-open-data.mddoc1,449 bytesvendors/saudi-open-data-portal.mddoc1,466 bytesvendors/tunisia-open-data.mddoc1,453 bytesvendors/uae-bayanat.mddoc1,431 bytes
Read SKILL.md
# Arab Open Data
## When To Use
Use this skill for open-data work in Arab/MENA contexts, especially when the prompt includes: open data, CKAN, Socrata, SPARQL, data portal, government datasets.
## When Not To Use
- Do not assume data is current or licensed for commercial use.
- Do not scrape private portals.
## Required Inputs
- Country or market.View the complete source on GitHubarabic-copywriting-dialects
When your agent uses it
Use this skill when drafting, localizing, reviewing, or QA-checking Arabic copy, dialect choice, bilingual Arabic-English text, RTL UI copy, WhatsApp, SMS, push, email, ad copy, landing pages, support scripts, and sales follow-up across Arab markets.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
1,348 tokensWhen the skill is activated
Reference documents
5,643 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Source And Confidence Rules
- Common Workflows
- Default Workflow
- Response Contract
- Files To Read
- Safety Rules
- Anti-Stereotype Rules
- Output Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc947 bytesSKILL.mdcore6,174 bytesSKILL.mdcore6,174 bytesevals/expected_behaviors.ymlasset2,063 bytesevals/prompts.ymlasset2,163 bytesexamples/dialect-copy-draft.mddoc2,502 bytesexamples/rtl-copy-review.mddoc1,516 bytesexamples/source-backed-answer.mddoc982 bytesreferences/egyptian-arabic.mddoc1,808 bytesreferences/gulf-arabic.mddoc1,987 bytesreferences/integration-checklist.mddoc837 bytesreferences/landing-page-copy.mddoc1,524 bytesreferences/levantine-arabic.mddoc1,572 bytesreferences/maghrebi-arabic-caution.mddoc1,564 bytesreferences/msa-vs-dialect.mddoc2,012 bytesreferences/native-review-rules.mddoc1,684 bytesreferences/rtl-copy-qa.mddoc1,645 bytesreferences/sms-copy.mddoc1,543 bytesreferences/support-copy.mddoc1,748 bytesreferences/whatsapp-copy.mddoc1,673 bytesscripts/list-vendors.mjsruns140 bytessources.ymlasset4,195 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# Arabic Copywriting And Dialects
## When To Use
Use this skill for Arabic copywriting, dialect routing, bilingual wording, RTL QA, and channel copy review across Arab markets.
## When Not To Use
- Do not certify native-quality dialect copy.
- Do not publish, send, launch, schedule, or automate outbound copy.
- Do not make regulated or sensitive claims without expert review.
- Do not infer audience traits from nationality, religion, dialect, gender, age, or class.
## Required ContextView the complete source on GitHubarabic-nlp
When your agent uses it
Use this skill when selecting or applying Arabic NLP, tokenization, stemming, diacritization, morphological analysis, stopword, OCR, speech, or language-model tools including CAMeL Tools, Farasa, PyArabic, Tashaphyne, Qalsadi, and Arabic corpora.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
865 tokensWhen the skill is activated
Reference documents
2,904 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,035 bytesSKILL.mdcore4,107 bytesSKILL.mdcore4,107 bytesSKILL.mdcore4,107 bytesSKILL.mdcore4,107 bytesevals/expected_behaviors.ymlasset773 bytesevals/prompts.ymlasset709 bytesexamples/source-backed-answer.mddoc1,286 bytesreferences/integration-checklist.mddoc1,242 bytesscripts/list-vendors.mjsruns365 bytessources.ymlasset1,647 bytesvendors/arabic-stopwords.mddoc1,500 bytesvendors/camel-tools.mddoc1,705 bytesvendors/farasa.mddoc1,495 bytesvendors/pyarabic.mddoc1,651 bytesvendors/qalsadi.mddoc1,480 bytesvendors/tashaphyne.mddoc1,562 bytes
Read SKILL.md
# Arabic NLP
## When To Use
Use this skill for arabic-nlp work in Arab/MENA contexts, especially when the prompt includes: Arabic NLP, tokenization, stemming, diacritization, morphology, Farasa, CAMeL, PyArabic.
## When Not To Use
- Do not claim model accuracy without benchmark sources.
- Do not send private text to third-party APIs without approval.
## Required Inputs
- Country or market.View the complete source on GitHubmena-bnpl
When your agent uses it
Use this skill when integrating or evaluating Arab/MENA buy-now-pay-later providers such as Tabby, Tamara, valU, Souhoola, Shahry, Postpay, Cashew, and related checkout, order, refund, and settlement workflows.
What it loads into context
Frontmatter
61 tokensAlways available to the agent
SKILL.md
886 tokensWhen the skill is activated
Reference documents
3,166 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,009 bytesSKILL.mdcore4,226 bytesSKILL.mdcore4,226 bytesSKILL.mdcore4,226 bytesSKILL.mdcore4,226 bytesSKILL.mdcore4,226 bytesevals/expected_behaviors.ymlasset902 bytesevals/prompts.ymlasset786 bytesexamples/source-backed-answer.mddoc1,277 bytesreferences/integration-checklist.mddoc1,241 bytesscripts/list-vendors.mjsruns364 bytessources.ymlasset1,648 bytesvendors/cashew.mddoc1,488 bytesvendors/postpay.mddoc1,466 bytesvendors/shahry.mddoc1,488 bytesvendors/souhoola.mddoc1,565 bytesvendors/tabby.mddoc1,615 bytesvendors/tamara.mddoc1,470 bytesvendors/valu.mddoc1,561 bytes
Read SKILL.md
# MENA BNPL
## When To Use
Use this skill for bnpl work in Arab/MENA contexts, especially when the prompt includes: BNPL, installments, Tabby, Tamara, valU, Souhoola, Shahry, Postpay.
## When Not To Use
- Do not promise approval rates, credit decisions, or regulated terms.
- Do not invent installment plans.
## Required Inputs
- Country or market.View the complete source on GitHubmena-commerce-pos-accounting
When your agent uses it
Use this skill when integrating Arab/MENA commerce, POS, accounting, inventory, order, invoice, or ERP APIs including Salla, Zid, Foodics, Daftra, Wafeq, Qoyod, Rewaa, Loyverse, and Shopify/Odoo regional integrations.
What it loads into context
Frontmatter
66 tokensAlways available to the agent
SKILL.md
871 tokensWhen the skill is activated
Reference documents
3,613 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,157 bytesSKILL.mdcore4,091 bytesSKILL.mdcore4,091 bytesSKILL.mdcore4,091 bytesSKILL.mdcore4,091 bytesevals/expected_behaviors.ymlasset763 bytesevals/prompts.ymlasset770 bytesexamples/source-backed-answer.mddoc1,353 bytesreferences/integration-checklist.mddoc1,266 bytesscripts/list-vendors.mjsruns383 bytessources.ymlasset2,031 bytesvendors/daftra.mddoc1,536 bytesvendors/foodics.mddoc1,753 bytesvendors/loyverse.mddoc1,524 bytesvendors/qoyod.mddoc1,528 bytesvendors/rewaa.mddoc1,511 bytesvendors/salla.mddoc1,482 bytesvendors/wafeq.mddoc1,619 bytesvendors/zid.mddoc1,503 bytes
Read SKILL.md
# MENA Commerce, POS, and Accounting
## When To Use
Use this skill for commerce-pos-accounting work in Arab/MENA contexts, especially when the prompt includes: commerce, POS, accounting, inventory, orders, Salla, Zid, Foodics, Daftra.
## When Not To Use
- Do not claim tax compliance unless source-backed.
- Do not overwrite accounting records without review.
## Required Inputs
- Country or market.View the complete source on GitHubmena-comms
When your agent uses it
Use this skill when integrating Arab/MENA SMS, WhatsApp, voice, OTP, contact-center, and telephony APIs such as Unifonic, CEQUENS, Taqnyat, Msegat, Maqsam, ZIWO, YallaSMS, VictoryLink, and similar providers.
What it loads into context
Frontmatter
70 tokensAlways available to the agent
SKILL.md
893 tokensWhen the skill is activated
Reference documents
3,531 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,091 bytesSKILL.mdcore4,133 bytesSKILL.mdcore4,133 bytesSKILL.mdcore4,133 bytesSKILL.mdcore4,133 bytesevals/expected_behaviors.ymlasset807 bytesevals/prompts.ymlasset726 bytesexamples/source-backed-answer.mddoc1,290 bytesreferences/integration-checklist.mddoc1,251 bytesscripts/list-vendors.mjsruns365 bytessources.ymlasset1,940 bytesvendors/cequens.mddoc1,513 bytesvendors/maqsam.mddoc1,527 bytesvendors/msegat.mddoc1,522 bytesvendors/taqnyat.mddoc1,530 bytesvendors/unifonic.mddoc1,471 bytesvendors/victorylink.mddoc1,492 bytesvendors/yallasms.mddoc1,463 bytesvendors/ziwo.mddoc1,569 bytes
Read SKILL.md
# MENA Communications
## When To Use
Use this skill for communications work in Arab/MENA contexts, especially when the prompt includes: SMS, WhatsApp, OTP, voice, telephony, call center, Maqsam, Unifonic, CEQUENS.
## When Not To Use
- Do not send messages.
- Do not scrape contacts or automate unsolicited outreach.
## Required Inputs
- Country or market.View the complete source on GitHubmena-cultural-calendar
When your agent uses it
Use this skill when building, reviewing, or refreshing Arab/MENA cultural, religious, public-holiday, national-day, school, salary-cycle, shopping-season, Ramadan, Eid, Hajj, and campaign calendar plans with date certainty, source scope, confidence labels, and review gates.
What it loads into context
Frontmatter
65 tokensAlways available to the agent
SKILL.md
1,170 tokensWhen the skill is activated
Reference documents
2,163 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/build_calendar_data.jsscripts/list-vendors.mjsscripts/mark_estimated_hijri_dates.js
Files
README.mddoc950 bytesSKILL.mdcore5,778 bytesSKILL.mdcore5,778 bytesSKILL.mdcore5,778 bytesSKILL.mdcore5,778 bytesSKILL.mdcore5,778 bytesSKILL.mdcore5,778 bytesSKILL.mdcore5,778 bytesevals/expected_behaviors.ymlasset1,391 bytesevals/prompts.ymlasset1,166 bytesexamples/calendar-plan.mddoc1,530 bytesexamples/source-backed-answer.mddoc853 bytesreferences/calendar-refresh-rules.mddoc1,228 bytesreferences/eid-al-adha.mddoc739 bytesreferences/eid-al-fitr.mddoc820 bytesreferences/hajj.mddoc953 bytesreferences/holiday-data-sources.mddoc888 bytesreferences/integration-checklist.mddoc803 bytesreferences/national-days.mddoc750 bytesreferences/ramadan.mddoc1,076 bytesscripts/build_calendar_data.jsruns1,645 bytesscripts/list-vendors.mjsruns220 bytesscripts/mark_estimated_hijri_dates.jsruns1,148 bytessources.ymlasset3,723 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Cultural Calendar
## When To Use
Use this skill for country-specific calendar planning, holiday source checks, campaign timing, support staffing assumptions, and cultural-sensitivity review across Arab/MENA markets.
## When Not To Use
- Do not send messages, launch paid campaigns, publish public content, or change production schedules without explicit approval.
- Do not present estimated Hijri or library-derived dates as confirmed.
- Do not invent religious rulings, government closures, school dates, salary behavior, shopping seasons, endpoint URLs, credentials, or compliance claims.
## Required Context
View the complete source on GitHubmena-customer-support
When your agent uses it
Use this skill when drafting, reviewing, localizing, or evaluating Arab/MENA customer support macros, Arabic or bilingual support replies, WhatsApp and Instagram support handling, ecommerce payment/refund/delivery/account/subscription/tax responses, complaint de-escalation, escalation rules, and native-review-needed customer-facing Arabic.
What it loads into context
Frontmatter
72 tokensAlways available to the agent
SKILL.md
1,383 tokensWhen the skill is activated
Reference documents
6,759 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc2,106 bytesSKILL.mdcore6,669 bytesevals/expected_behaviors.ymlasset1,982 bytesevals/prompts.ymlasset2,024 bytesexamples/source-backed-answer.mddoc1,930 bytesexamples/support-macros.mddoc9,597 bytesreferences/complaint-deescalation.mddoc2,086 bytesreferences/delivery-delay-macros.mddoc2,993 bytesreferences/escalation-rules.mddoc2,003 bytesreferences/integration-checklist.mddoc1,759 bytesreferences/payment-issue-macros.mddoc3,663 bytesreferences/refund-macros.mddoc2,845 bytesreferences/support-tone.mddoc2,023 bytesreferences/whatsapp-support.mddoc2,049 bytesscripts/list-vendors.mjsruns124 bytessources.ymlasset5,941 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Customer Support
## When To Use
Use this skill for Arab/MENA support work involving WhatsApp, Instagram DM/comment, web chat, email, ecommerce orders, payments, refunds, delivery, lost shipments, COD disputes, complaints, account verification, OTP issues, subscriptions, cancellation, and invoice/tax questions.
## When Not To Use
- Do not send customer messages or trigger outbound automation.
- Do not finalize refunds, cancellations, account closure, identity reset, shipment compensation, or tax corrections.
- Do not invent merchant policy, country law, platform policy, carrier status, payment status, timelines, or eligibility.
## Required Context
View the complete source on GitHubmena-growth-channels
When your agent uses it
Use this skill when selecting, prioritizing, testing, or reviewing Arab/MENA growth channels including paid social, search/SEO, WhatsApp commerce, creators, marketplaces, partnerships, and experiment plans.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
1,158 tokensWhen the skill is activated
Reference documents
4,183 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,184 bytesSKILL.mdcore5,680 bytesSKILL.mdcore5,680 bytesSKILL.mdcore5,680 bytesSKILL.mdcore5,680 bytesSKILL.mdcore5,680 bytesevals/expected_behaviors.ymlasset1,884 bytesevals/prompts.ymlasset1,128 bytesexamples/channel-test-plan.mddoc2,255 bytesexamples/source-backed-answer.mddoc1,350 bytesreferences/channel-selection.mddoc1,704 bytesreferences/creators-influencers.mddoc1,745 bytesreferences/experiments.mddoc1,619 bytesreferences/integration-checklist.mddoc1,933 bytesreferences/marketplaces.mddoc1,814 bytesreferences/paid-social.mddoc1,754 bytesreferences/partnerships.mddoc1,520 bytesreferences/search-seo.mddoc1,545 bytesreferences/whatsapp-commerce.mddoc1,808 bytesscripts/list-vendors.mjsruns126 bytessources.ymlasset8,599 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Growth Channels
## When To Use
Use this skill for Arab/MENA channel selection, growth test planning, paid social/search/SEO planning, WhatsApp commerce, creator/influencer channels, marketplace channels, partnerships, and experiment design.
## When Not To Use
- Do not launch ads, send outbound messages, publish creator content, upload audiences, or spend budget.
- Do not claim a channel "works" in a country without scoped evidence.
- Do not use this skill as legal, privacy, platform, religious, or local media-buying approval.
## Required Context
View the complete source on GitHubmena-hr-payroll
When your agent uses it
Use this skill when integrating Arab/MENA HR, payroll, attendance, employee, benefits, and workforce APIs or source leads including ZenHR, Jisr, MenaITech, Bayzat, Palm.hr, and government workforce rails.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
848 tokensWhen the skill is activated
Reference documents
2,489 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc946 bytesSKILL.mdcore3,944 bytesSKILL.mdcore3,944 bytesSKILL.mdcore3,944 bytesSKILL.mdcore3,944 bytesSKILL.mdcore3,944 bytesevals/expected_behaviors.ymlasset716 bytesevals/prompts.ymlasset716 bytesexamples/source-backed-answer.mddoc1,301 bytesreferences/integration-checklist.mddoc1,251 bytesscripts/list-vendors.mjsruns370 bytessources.ymlasset1,266 bytesvendors/bayzat.mddoc1,593 bytesvendors/jisr.mddoc1,522 bytesvendors/menaitech.mddoc1,526 bytesvendors/palm-hr.mddoc1,473 bytesvendors/zenhr.mddoc1,539 bytes
Read SKILL.md
# MENA HR and Payroll
## When To Use
Use this skill for hr-payroll work in Arab/MENA contexts, especially when the prompt includes: HR, payroll, employee, attendance, ZenHR, Jisr, MenaITech, Bayzat.
## When Not To Use
- Do not alter payroll or employee records without approval.
- Do not infer legal payroll rules.
## Required Inputs
- Country or market.View the complete source on GitHubmena-logistics
When your agent uses it
Use this skill when building Arab/MENA shipping, courier, last-mile, label, rate, tracking, pickup, webhook, fulfillment, OMS, WMS, and inventory integrations for Aramex, Bosta, ShipBlu, OTO, Omniful, Naqel, SMSA, SPL, Quiqup, Shipa, Aymakan, and similar providers.
What it loads into context
Frontmatter
85 tokensAlways available to the agent
SKILL.md
929 tokensWhen the skill is activated
Reference documents
6,089 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,594 bytesSKILL.mdcore4,235 bytesSKILL.mdcore4,235 bytesSKILL.mdcore4,235 bytesSKILL.mdcore4,235 bytesSKILL.mdcore4,235 bytesevals/expected_behaviors.ymlasset749 bytesevals/prompts.ymlasset969 bytesexamples/source-backed-answer.mddoc1,297 bytesreferences/integration-checklist.mddoc1,246 bytesscripts/list-vendors.mjsruns369 bytessources.ymlasset3,511 bytesvendors/aramex.mddoc1,697 bytesvendors/aymakan.mddoc1,509 bytesvendors/bosta.mddoc1,473 bytesvendors/dubai-makani.mddoc1,576 bytesvendors/fetchr.mddoc1,476 bytesvendors/jeebly.mddoc1,510 bytesvendors/naqel.mddoc1,498 bytesvendors/omniful.mddoc2,060 bytesvendors/oto.mddoc1,563 bytesvendors/quiqup.mddoc1,488 bytesvendors/saudi-national-address-api-spl.mddoc1,563 bytesvendors/saudi-post-spl.mddoc1,469 bytesvendors/shipa.mddoc1,461 bytesvendors/shipblu.mddoc1,543 bytesvendors/smsa-express.mddoc1,512 bytes
Read SKILL.md
# MENA Logistics
## When To Use
Use this skill for logistics work in Arab/MENA contexts, especially when the prompt includes: shipping, courier, label, tracking, pickup, last mile, fulfillment, 3PL, OMS, WMS, inventory, Omniful.
## When Not To Use
- Do not create live shipments without explicit approval.
- Do not assume COD or return support without sources.
## Required Inputs
- Country or market.View the complete source on GitHubmena-marketing-localization
When your agent uses it
Use this skill when localizing Arab/MENA marketing campaigns, landing pages, paid media, SEO, creator briefs, offers, trust signals, Ramadan/Eid/national-day plans, or campaign sensitivity reviews.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
1,251 tokensWhen the skill is activated
Reference documents
5,775 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,210 bytesSKILL.mdcore6,087 bytesSKILL.mdcore6,087 bytesSKILL.mdcore6,087 bytesSKILL.mdcore6,087 bytesevals/expected_behaviors.ymlasset1,909 bytesevals/prompts.ymlasset1,591 bytesexamples/campaign-localization-brief.mddoc2,996 bytesexamples/source-backed-answer.mddoc1,438 bytesreferences/campaign-planning.mddoc2,229 bytesreferences/campaign-sensitivity.mddoc2,016 bytesreferences/influencer-briefs.mddoc2,221 bytesreferences/integration-checklist.mddoc1,804 bytesreferences/landing-page-localization.mddoc2,566 bytesreferences/offer-design.mddoc1,960 bytesreferences/paid-social.mddoc2,204 bytesreferences/ramadan-eid-campaigns.mddoc2,960 bytesreferences/search-and-seo.mddoc2,177 bytesreferences/trust-signals.mddoc1,964 bytesscripts/list-vendors.mjsruns132 bytessources.ymlasset10,588 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Marketing Localization
## When To Use
Use this skill for Arab/MENA campaign localization, landing-page localization, paid social/search copy review, SEO localization, creator briefs, offer design, trust signals, Ramadan/Eid/national-day campaign planning, and sensitivity review.
## When Not To Use
- Do not launch ads, send outbound messages, publish creator content, or upload audiences.
- Do not make legal, religious, cultural, or performance claims without scoped evidence and review status.
- Do not write final dialect, religious, national-symbol, regulated-category, or high-risk public copy without native/expert review gates.
## Required Context
View the complete source on GitHubmena-open-banking
When your agent uses it
Use this skill when working with MENA open banking, open finance, account information, payments initiation, consent, aggregator, and regulatory API references such as Lean, Tarabut, Dapi, Salt Edge, UAE Open Finance, Saudi Open Banking, and Bahrain open banking.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
889 tokensWhen the skill is activated
Reference documents
3,189 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,122 bytesSKILL.mdcore4,262 bytesSKILL.mdcore4,262 bytesSKILL.mdcore4,262 bytesSKILL.mdcore4,262 bytesevals/expected_behaviors.ymlasset859 bytesevals/prompts.ymlasset764 bytesexamples/source-backed-answer.mddoc1,309 bytesreferences/integration-checklist.mddoc1,249 bytesscripts/list-vendors.mjsruns372 bytessources.ymlasset1,851 bytesvendors/bahrain-open-banking.mddoc1,489 bytesvendors/dapi.mddoc1,478 bytesvendors/lean-technologies.mddoc1,636 bytesvendors/salt-edge.mddoc1,500 bytesvendors/saudi-open-banking-framework.mddoc1,548 bytesvendors/tarabut.mddoc1,543 bytesvendors/uae-open-finance-api-hub.mddoc1,662 bytes
Read SKILL.md
# MENA Open Banking
## When To Use
Use this skill for open-banking work in Arab/MENA contexts, especially when the prompt includes: open banking, open finance, consent, AIS, PIS, Lean, Tarabut, Dapi.
## When Not To Use
- Do not initiate bank payments or access real account data.
- Do not provide legal/regulatory advice.
## Required Inputs
- Country or market.View the complete source on GitHubmena-partnerships-distribution
When your agent uses it
Use this skill when planning, drafting, or reviewing Arab/MENA partnerships and distribution motions, including reseller strategy, agency partnerships, systems integrators, telco or bank partnerships, payment or logistics partnerships, partner pitches, and co-marketing. It drafts and reviews; it does not approve terms or submit partner applications.
What it loads into context
Frontmatter
74 tokensAlways available to the agent
SKILL.md
1,439 tokensWhen the skill is activated
Reference documents
3,755 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,289 bytesSKILL.mdcore7,289 bytesSKILL.mdcore7,289 bytesevals/expected_behaviors.ymlasset1,998 bytesevals/prompts.ymlasset1,785 bytesexamples/partner-plan.mddoc2,720 bytesexamples/source-backed-answer.mddoc1,562 bytesreferences/agency-partnerships.mddoc1,504 bytesreferences/co-marketing.mddoc1,639 bytesreferences/integration-checklist.mddoc1,587 bytesreferences/partner-pitch.mddoc1,951 bytesreferences/payment-logistics-partnerships.mddoc1,727 bytesreferences/reseller-strategy.mddoc1,433 bytesreferences/system-integrators.mddoc1,708 bytesreferences/telco-bank-partnerships.mddoc1,784 bytesscripts/list-vendors.mjsruns253 bytessources.ymlasset4,772 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Partnerships and Distribution
## When To Use
Use this skill for Arab/MENA partner strategy, reseller/distributor planning, agency partnerships, systems integrators, regulated ecosystem caution, partner pitches, co-marketing, and due diligence.
## When Not To Use
- Do not sign, submit, register, upload, publish, send, or approve partner terms.
- Do not promise access to banks, telcos, ministries, regulators, chambers, customer lists, or procurement shortcuts.
- Do not provide legal, regulatory, tax, telecom, banking, open-banking, anti-bribery, or commercial agency advice.
## Required Context
View the complete source on GitHubmena-payments
When your agent uses it
Use this skill when integrating, comparing, testing, or reviewing Arab/MENA payment gateways, checkout flows, payment links, refunds, captures, webhooks, sandbox credentials, and gateway selection across Egypt, GCC, Levant, and North Africa.
What it loads into context
Frontmatter
57 tokensAlways available to the agent
SKILL.md
919 tokensWhen the skill is activated
Reference documents
6,153 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Inputs
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,693 bytesSKILL.mdcore4,406 bytesSKILL.mdcore4,406 bytesSKILL.mdcore4,406 bytesSKILL.mdcore4,406 bytesSKILL.mdcore4,406 bytesSKILL.mdcore4,406 bytesevals/expected_behaviors.ymlasset885 bytesevals/prompts.ymlasset830 bytesexamples/source-backed-answer.mddoc1,293 bytesreferences/integration-checklist.mddoc1,245 bytesscripts/list-vendors.mjsruns368 bytessources.ymlasset3,818 bytesvendors/amazon-payment-services-payfort.mddoc1,557 bytesvendors/amazon-payment-services.mddoc1,592 bytesvendors/easykash.mddoc1,515 bytesvendors/fawrypay.mddoc1,560 bytesvendors/geidea.mddoc1,591 bytesvendors/hyperpay.mddoc1,582 bytesvendors/kashier.mddoc1,681 bytesvendors/moyasar.mddoc1,488 bytesvendors/myfatoorah.mddoc1,651 bytesvendors/paylink.mddoc1,495 bytesvendors/paymob.mddoc1,628 bytesvendors/paysky.mddoc1,513 bytesvendors/paytabs.mddoc1,527 bytesvendors/tap-payments.mddoc1,580 bytesvendors/telr.mddoc1,593 bytes
Read SKILL.md
# MENA Payments
## When To Use
Use this skill for payments work in Arab/MENA contexts, especially when the prompt includes: payment, checkout, gateway, refund, capture, webhook, KNET, mada, Meeza.
## When Not To Use
- Do not process live payments or refunds.
- Do not invent endpoint URLs, credentials, or webhook signatures.
## Required Inputs
- Country or market.View the complete source on GitHubmena-pricing-packaging
When your agent uses it
Use this skill when designing, reviewing, localizing, or safety-checking Arab/MENA pricing pages, SaaS packaging, self-serve vs demo pricing, VAT and currency display, BNPL/installment positioning, discounts, enterprise quotes, procurement-friendly offers, and pricing-page claims.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
1,282 tokensWhen the skill is activated
Reference documents
2,450 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc919 bytesSKILL.mdcore6,211 bytesSKILL.mdcore6,211 bytesSKILL.mdcore6,211 bytesSKILL.mdcore6,211 bytesevals/expected_behaviors.ymlasset1,561 bytesevals/prompts.ymlasset1,658 bytesexamples/pricing-localization-review.mddoc1,687 bytesexamples/source-backed-answer.mddoc944 bytesreferences/b2b-packaging.mddoc1,244 bytesreferences/discounting.mddoc1,004 bytesreferences/ecommerce-offers.mddoc971 bytesreferences/integration-checklist.mddoc854 bytesreferences/pricing-page-localization.mddoc1,102 bytesreferences/quote-and-procurement.mddoc1,147 bytesreferences/saas-pricing.mddoc993 bytesreferences/vat-and-currency.mddoc1,183 bytesscripts/list-vendors.mjsruns220 bytessources.ymlasset6,019 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Pricing Packaging
## When To Use
Use this skill for MENA pricing and packaging strategy, pricing-page localization, offer QA, quote structure, VAT/currency display review, discount copy, and procurement-friendly package design.
## When Not To Use
- Do not change live prices, publish pricing pages, send quotes, submit tenders, enable payment/BNPL methods, or launch offers without explicit approval.
- Do not invent exact prices, competitor prices, merchant fees, tax rates, Sharia claims, conversion uplift, endpoint URLs, credentials, or compliance claims.
- Route tax/e-invoicing to `arab-einvoicing-tax`, payments to `mena-payments`, BNPL implementation to `mena-bnpl`, open banking to `mena-open-banking`, and payroll/HR compliance to `mena-hr-payroll`.
## Required Context
View the complete source on GitHubmena-product-localization
When your agent uses it
Use this skill when reviewing or implementing Arab/MENA product localization, including Arabic UI, RTL layout, bidirectional text, Arabic plurals, locale-aware numerals, date/time/calendar display, currency and VAT display, phone and address forms, checkout localization, names, policy copy, and accessibility.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
1,269 tokensWhen the skill is activated
Reference documents
2,916 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Decision Tree
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjsscripts/locale_format_examples.jsscripts/phone_format_examples.jsscripts/rtl_copy_lint.js
Files
README.mddoc929 bytesSKILL.mdcore6,177 bytesSKILL.mdcore6,177 bytesevals/expected_behaviors.ymlasset1,382 bytesevals/prompts.ymlasset2,156 bytesexamples/product-localization-review.mddoc1,883 bytesexamples/source-backed-answer.mddoc819 bytesreferences/address-forms.mddoc983 bytesreferences/arabic-ui-copy.mddoc1,040 bytesreferences/bidi-text.mddoc946 bytesreferences/calendar-and-weekends.mddoc944 bytesreferences/checkout-localization.mddoc1,022 bytesreferences/currency-and-vat.mddoc867 bytesreferences/integration-checklist.mddoc715 bytesreferences/names-and-forms.mddoc962 bytesreferences/phone-numbers.mddoc859 bytesreferences/product-localization-checklist.mddoc1,088 bytesreferences/rtl-ux.mddoc970 bytesscripts/list-vendors.mjsruns223 bytesscripts/locale_format_examples.jsruns1,232 bytesscripts/phone_format_examples.jsruns1,168 bytesscripts/rtl_copy_lint.jsruns1,281 bytessources.ymlasset3,386 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Product Localization
## When To Use
Use this skill for product, UX, checkout, form, and UI localization work for Arabic or mixed Arabic-English products in MENA markets.
## When Not To Use
- Do not process live payments, refunds, payouts, tax submissions, identity checks, or production customer-data changes.
- Do not invent payment availability, VAT rules, national ID rules, legal requirements, endpoint URLs, credentials, or compliance claims.
- Route payment implementation to `mena-payments`, tax/e-invoicing to `arab-einvoicing-tax`, logistics/address validation to `mena-logistics`, and identity/government ID work to `arab-identity-gov`.
## Required Context
View the complete source on GitHubmena-sales-playbooks
When your agent uses it
Use this skill when planning, drafting, or reviewing Arab/MENA B2B sales playbooks, SME sales outreach, enterprise sales motions, WhatsApp follow-up, meeting follow-up, objection handling, procurement caution, and reseller/channel sales. It drafts and reviews; it does not send messages or submit procurement actions.
What it loads into context
Frontmatter
72 tokensAlways available to the agent
SKILL.md
1,389 tokensWhen the skill is activated
Reference documents
4,406 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Common Workflows
- Default Workflow
- Response Contract
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Scripts executed separately
scripts/list-vendors.mjs
Files
README.mddoc1,190 bytesSKILL.mdcore6,829 bytesSKILL.mdcore6,829 bytesSKILL.mdcore6,829 bytesevals/expected_behaviors.ymlasset1,829 bytesevals/prompts.ymlasset2,178 bytesexamples/sales-sequence.mddoc2,933 bytesexamples/source-backed-answer.mddoc1,479 bytesreferences/b2b-outbound.mddoc1,714 bytesreferences/enterprise-sales.mddoc1,921 bytesreferences/integration-checklist.mddoc1,351 bytesreferences/meeting-follow-up.mddoc1,455 bytesreferences/objection-handling.mddoc1,872 bytesreferences/procurement-caution.mddoc2,632 bytesreferences/reseller-channel-sales.mddoc1,999 bytesreferences/sme-sales.mddoc1,553 bytesreferences/whatsapp-follow-up.mddoc1,593 bytesscripts/list-vendors.mjsruns236 bytessources.ymlasset5,386 bytesvendors/.gitkeepasset1 bytes
Read SKILL.md
# MENA Sales Playbooks
## When To Use
Use this skill for Arab/MENA B2B sales planning, sales sequence drafts, discovery agendas, meeting follow-ups, objection handling, procurement routing, and reseller/channel sales support.
## When Not To Use
- Do not send email, WhatsApp, SMS, calls, proposals, tenders, registrations, or uploads externally.
- Do not scrape contacts, chambers, LinkedIn, directories, or WhatsApp groups.
- Do not provide legal, procurement, privacy, telecom, tax, banking, or anti-bribery advice.
## Required Context
View the complete source on GitHubseo-aeo-geo
When your agent uses it
Use this skill when auditing, planning, or implementing SEO, answer engine optimization, generative engine optimization, AI search visibility, llms.txt, robots.txt, structured data, sitemap, metadata, internal linking, or source-backed answer pages for ArabSkills, agent directories, documentation sites, and public skill registries.
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
1,172 tokensWhen the skill is activated
Reference documents
2,012 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When To Use
- When Not To Use
- Required Context
- Default Workflow
- Source And Confidence Rules
- Anti-Stereotype Rules
- Output Rules
- Files To Read
- Safety Rules
- Validation Checklist
- Done Criteria
Files
README.mddoc710 bytesSKILL.mdcore5,648 bytesSKILL.mdcore5,648 bytesSKILL.mdcore5,648 bytesSKILL.mdcore5,648 bytesevals/expected_behaviors.ymlasset1,184 bytesevals/prompts.ymlasset1,176 bytesexamples/page-audit.mddoc1,107 bytesexamples/source-backed-answer.mddoc1,492 bytesreferences/aeo-answer-blocks.mddoc902 bytesreferences/arabskills-case-study.mddoc978 bytesreferences/geo-ai-crawler-policy.mddoc1,119 bytesreferences/measurement.mddoc873 bytesreferences/seo-foundation.mddoc1,257 bytesreferences/structured-data.mddoc983 bytessources.ymlasset3,299 bytes
Read SKILL.md
# SEO, AEO, and GEO
## When To Use
Use this skill for search visibility, answer-shaped pages, AI-search citation readiness, technical SEO, structured data, crawler policy, llms.txt, AI context files, and measurement plans.
## When Not To Use
- Do not use this for paid search setup, ad account changes, spammy link building, cloaking, hidden text, or manipulative ranking tactics.
- Do not claim guaranteed rankings, AI citations, traffic, conversions, or crawler inclusion.
- Do not make Arab-market, legal, tax, medical, financial, identity, or regulated claims without sources or review evidence.
## Required Context
View the complete source on GitHubSkills included
- arab-einvoicing-tax
- arab-identity-gov
- arab-market-context
- arab-open-data
- arabic-copywriting-dialects
- arabic-nlp
- mena-bnpl
- mena-commerce-pos-accounting
- mena-comms
- mena-cultural-calendar
- mena-customer-support
- mena-growth-channels
- mena-hr-payroll
- mena-logistics
- mena-marketing-localization
- mena-open-banking
- mena-partnerships-distribution
- mena-payments
- mena-pricing-packaging
- mena-product-localization
- mena-sales-playbooks
- seo-aeo-geo
Repository facts
- License
- MIT
- Created
- May 23, 2026
- Last pushed
- Aug 10, 2026
- Forks
- 1
- Open issues
- 0
- Project activity
- Slowing
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 69 notes
skills/arab-einvoicing-tax/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-einvoicing-tax/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-einvoicing-tax/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-identity-gov/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-identity-gov/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-identity-gov/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-identity-gov/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-market-context/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-market-context/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-market-context/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-market-context/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-market-context/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-market-context/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-open-data/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-open-data/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arab-open-data/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arabic-copywriting-dialects/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arabic-nlp/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arabic-nlp/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/arabic-nlp/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 1,704 network referencesin 133 files: arab-market-context/sources.yml:14 mena-pricing-packaging/sources.yml:9 mena-marketing-localization/sources.yml:18 and 130 more
- No hidden or obfuscated text
- No instruction overrides
- 26 executable scriptsin 26 files: arab-einvoicing-tax/scripts/list-vendors.mjs:1 arab-identity-gov/scripts/list-vendors.mjs:1 arab-market-context/scripts/list-vendors.mjs:1 and 23 more
- No access to secrets
- No requests to vote in Hot
Show all 1,730 signals by file
skills/arab-einvoicing-tax/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/arab-einvoicing-tax/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://www.nbr.gov.bh/ - Network accessline 10
source_urls: - https://www.nbr.gov.bh/ - id: egypt-eta-e-invoicing - Network accessline 11
- https://www.nbr.gov.bh/ - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://sdk.invoicing.eta.gov.eg/ - Network accessline 18
source_urls: - https://sdk.invoicing.eta.gov.eg/ - id: egypt-eta-e-receipt - Network accessline 19
- https://sdk.invoicing.eta.gov.eg/ - Network accessline 25
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://sdk.invoicing.eta.gov.eg/ereceipt/ - Network accessline 26
source_urls: - https://sdk.invoicing.eta.gov.eg/ereceipt/ - id: egyptian-tax-authority-einvoicing-ereceipt-sdk - Network accessline 27
- https://sdk.invoicing.eta.gov.eg/ereceipt/ - Network accessline 33
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://sdk.invoicing.eta.gov.eg/api/ - Network accessline 34
source_urls: - https://sdk.invoicing.eta.gov.eg/api/ - id: jordan-jofotara - Network accessline 35
- https://sdk.invoicing.eta.gov.eg/api/ - Network accessline 41
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://www.istd.gov.jo/ - Network accessline 42
source_urls: - https://www.istd.gov.jo/ - https://www.odoo.com/documentation/19.0/applications/finance/fiscal_localizations/jordan.html - Network accessline 43
- https://www.istd.gov.jo/ - Network accessline 44
- https://www.odoo.com/documentation/19.0/applications/finance/fiscal_localizations/jordan.html - Network accessline 50
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - Network accessline 51
source_urls: - https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - id: uae-einvoicing-framework - Network accessline 52
- https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - Network accessline 58
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae - Network accessline 59
source_urls: - https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae - id: uae-fta-e-invoicing - Network accessline 60
- https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae - Network accessline 66
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://tax.gov.ae/en/e-invoicing.aspx - Network accessline 67
source_urls: - https://tax.gov.ae/en/e-invoicing.aspx - id: wafeq-zatca-api - Network accessline 68
- https://tax.gov.ae/en/e-invoicing.aspx - Network accessline 74
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://zatca.wafeq.com/reference/invoices_report_create - Network accessline 75
source_urls: - https://zatca.wafeq.com/reference/invoices_report_create - id: zatca-fatoora-developer-portal - Network accessline 76
- https://zatca.wafeq.com/reference/invoices_report_create - Network accessline 82
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - Network accessline 84
- https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx
skills/arab-einvoicing-tax/vendors/bahrain-national-bureau-for-revenue.md
skills/arab-einvoicing-tax/vendors/egypt-eta-e-invoicing.md
- Network accessline 5
- Official docs: https://sdk.invoicing.eta.gov.eg/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://sdk.invoicing.eta.gov.eg/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://sdk.invoicing.eta.gov.eg/ - Network accessline 62
- https://sdk.invoicing.eta.gov.eg/
skills/arab-einvoicing-tax/vendors/egypt-eta-e-receipt.md
- Network accessline 5
- Official docs: https://sdk.invoicing.eta.gov.eg/ereceipt/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://sdk.invoicing.eta.gov.eg/ereceipt/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://sdk.invoicing.eta.gov.eg/ereceipt/ - Network accessline 62
- https://sdk.invoicing.eta.gov.eg/ereceipt/
skills/arab-einvoicing-tax/vendors/egyptian-tax-authority-einvoicing-ereceipt-sdk.md
- Network accessline 5
- Official docs: https://sdk.invoicing.eta.gov.eg/api/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://sdk.invoicing.eta.gov.eg/api/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://sdk.invoicing.eta.gov.eg/api/ - Network accessline 62
- https://sdk.invoicing.eta.gov.eg/api/
skills/arab-einvoicing-tax/vendors/jordan-jofotara.md
- Network accessline 5
- Official docs: https://www.odoo.com/documentation/19.0/applications/finance/fiscal_localizations/jordan.html - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.odoo.com/documentation/19.0/applications/finance/fiscal_localizations/jordan.html - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.odoo.com/documentation/19.0/applications/finance/fiscal_localizations/jordan.html - Network accessline 62
- https://www.istd.gov.jo/ - Network accessline 63
- https://www.odoo.com/documentation/19.0/applications/finance/fiscal_localizations/jordan.html
skills/arab-einvoicing-tax/vendors/saudi-zatca-fatoora.md
- Network accessline 5
- Official docs: https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - Network accessline 62
- https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx
skills/arab-einvoicing-tax/vendors/uae-einvoicing-framework.md
- Network accessline 5
- Official docs: https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae - Network accessline 62
- https://www.wafeq.com/en-ae/tax-and-reporting/e-invoicing-in-uae
skills/arab-einvoicing-tax/vendors/uae-fta-e-invoicing.md
skills/arab-einvoicing-tax/vendors/wafeq-zatca-api.md
- Network accessline 5
- Official docs: https://zatca.wafeq.com/reference/invoices_report_create - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://zatca.wafeq.com/reference/invoices_report_create - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://zatca.wafeq.com/reference/invoices_report_create - Network accessline 62
- https://zatca.wafeq.com/reference/invoices_report_create
skills/arab-einvoicing-tax/vendors/zatca-fatoora-developer-portal.md
- Network accessline 5
- Official docs: https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - Network accessline 62
- https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx
skills/arab-identity-gov/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/arab-identity-gov/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://www.makani.ae/ - Network accessline 10
source_urls: - https://www.makani.ae/ - id: nafath - Network accessline 11
- https://www.makani.ae/ - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.768Z source_urls: - https://www.iam.gov.sa/ - Network accessline 18
source_urls: - https://www.iam.gov.sa/ - https://sdaia.gov.sa/en/Services/ServicesGuidelines/SingleSignontoGovernmentPrivateServices.pdf - Network accessline 19
- https://www.iam.gov.sa/ - Network accessline 20
- https://sdaia.gov.sa/en/Services/ServicesGuidelines/SingleSignontoGovernmentPrivateServices.pdf - Network accessline 26
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://splonline.com.sa/en/national-address-1/ - Network accessline 27
source_urls: - https://splonline.com.sa/en/national-address-1/ - id: uae-api-marketplace - Network accessline 28
- https://splonline.com.sa/en/national-address-1/ - Network accessline 34
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://apiportal.government.ae/ - Network accessline 35
source_urls: - https://apiportal.government.ae/ - https://u.ae/en/about-the-uae/digital-uae/digital-transformation/platforms-and-apps/uae-api-marketplace - Network accessline 36
- https://apiportal.government.ae/ - Network accessline 37
- https://u.ae/en/about-the-uae/digital-uae/digital-transformation/platforms-and-apps/uae-api-marketplace - Network accessline 43
last_checked_at: 2026-08-10T06:03:41.768Z source_urls: - https://selfcare.uaepass.ae/ - Network accessline 44
source_urls: - https://selfcare.uaepass.ae/ - https://docs.uaepass.ae/ - Network accessline 45
- https://selfcare.uaepass.ae/ - Network accessline 46
- https://docs.uaepass.ae/ - Network accessline 52
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://elm.sa/en/e-services/yakeen/ - Network accessline 53
source_urls: - https://elm.sa/en/e-services/yakeen/ - id: yakeen-by-elm - Network accessline 54
- https://elm.sa/en/e-services/yakeen/ - Network accessline 60
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://elm.sa/ar/our-business/digital-products/Documents/En/Yakeen%20EN.pdf - Network accessline 62
- https://elm.sa/ar/our-business/digital-products/Documents/En/Yakeen%20EN.pdf
skills/arab-identity-gov/vendors/makani.md
skills/arab-identity-gov/vendors/nafath.md
- Network accessline 5
- Official docs: https://sdaia.gov.sa/en/Services/ServicesGuidelines/SingleSignontoGovernmentPrivateServices.pdf - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://sdaia.gov.sa/en/Services/ServicesGuidelines/SingleSignontoGovernmentPrivateServices.pdf - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://sdaia.gov.sa/en/Services/ServicesGuidelines/SingleSignontoGovernmentPrivateServices.pdf - Network accessline 62
- https://www.iam.gov.sa/ - Network accessline 63
- https://sdaia.gov.sa/en/Services/ServicesGuidelines/SingleSignontoGovernmentPrivateServices.pdf
skills/arab-identity-gov/vendors/saudi-national-address.md
skills/arab-identity-gov/vendors/uae-api-marketplace.md
- Network accessline 5
- Official docs: https://u.ae/en/about-the-uae/digital-uae/digital-transformation/platforms-and-apps/uae-api-marketplace - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://u.ae/en/about-the-uae/digital-uae/digital-transformation/platforms-and-apps/uae-api-marketplace - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://u.ae/en/about-the-uae/digital-uae/digital-transformation/platforms-and-apps/uae-api-marketplace - Network accessline 62
- https://apiportal.government.ae/ - Network accessline 63
- https://u.ae/en/about-the-uae/digital-uae/digital-transformation/platforms-and-apps/uae-api-marketplace
skills/arab-identity-gov/vendors/uae-pass.md
- Network accessline 5
- Official docs: https://docs.uaepass.ae/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.uaepass.ae/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.uaepass.ae/ - Network accessline 62
- https://selfcare.uaepass.ae/ - Network accessline 63
- https://docs.uaepass.ae/
skills/arab-identity-gov/vendors/yakeen-by-elm.md
- Network accessline 5
- Official docs: https://elm.sa/ar/our-business/digital-products/Documents/En/Yakeen%20EN.pdf - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://elm.sa/ar/our-business/digital-products/Documents/En/Yakeen%20EN.pdf - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://elm.sa/ar/our-business/digital-products/Documents/En/Yakeen%20EN.pdf - Network accessline 62
- https://elm.sa/ar/our-business/digital-products/Documents/En/Yakeen%20EN.pdf
skills/arab-identity-gov/vendors/yakeen.md
skills/arab-market-context/examples/source-backed-country-brief.md
- Network accessline 12
| Claim | Confidence | Source | | --- | --- | --- | | For Egypt digital planning, DataReportal reports 98.2m internet users and 121m mobile connections in its 2026 country report. This is an aggregate planning signal, not proof of support-c - Network accessline 13
| --- | --- | --- | | For Egypt digital planning, DataReportal reports 98.2m internet users and 121m mobile connections in its 2026 country report. This is an aggregate planning signal, not proof of support-channel preference. | B | https:/ - Network accessline 14
| For Egypt digital planning, DataReportal reports 98.2m internet users and 121m mobile connections in its 2026 country report. This is an aggregate planning signal, not proof of support-channel preference. | B | https://datareportal.com/re - Network accessline 15
| World Bank indicators in the packet report Egypt account ownership at 43.1% and digital merchant payment at 5.2% for 2024. Do not infer card-first checkout from internet reach alone. | A for values, C for checkout implication | https://da
skills/arab-market-context/references/countries/algeria.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Algeria, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indic - Network accessline 105
|---|---|---:|---|---|---| | For Algeria, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Algeria; business planning; market resea - Network accessline 106
| For Algeria, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Algeria; business planning; market research | high | public_dataset - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/bahrain.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Bahrain, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indic - Network accessline 105
|---|---|---:|---|---|---| | For Bahrain, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Bahrain; business planning; market resea - Network accessline 106
| For Bahrain, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Bahrain; business planning; market research | high | public_dataset - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/egypt.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Egypt, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicat - Network accessline 105
|---|---|---:|---|---|---| | For Egypt, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Egypt; business planning; market research - Network accessline 106
| For Egypt, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Egypt; business planning; market research | high | public_dataset | h - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/iraq.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Iraq, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicato - Network accessline 105
|---|---|---:|---|---|---| | For Iraq, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Iraq; business planning; market research | - Network accessline 106
| For Iraq, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Iraq; business planning; market research | high | public_dataset | htt - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/jordan.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Jordan, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indica - Network accessline 105
|---|---|---:|---|---|---| | For Jordan, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Jordan; business planning; market researc - Network accessline 106
| For Jordan, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Jordan; business planning; market research | high | public_dataset | - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/kuwait.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Kuwait, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indica - Network accessline 105
|---|---|---:|---|---|---| | For Kuwait, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Kuwait; business planning; market researc - Network accessline 106
| For Kuwait, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Kuwait; business planning; market research | high | public_dataset | - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/lebanon.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Lebanon, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indic - Network accessline 105
|---|---|---:|---|---|---| | For Lebanon, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Lebanon; business planning; market resea - Network accessline 106
| For Lebanon, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Lebanon; business planning; market research | high | public_dataset - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/morocco.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Morocco, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indic - Network accessline 105
|---|---|---:|---|---|---| | For Morocco, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Morocco; business planning; market resea - Network accessline 106
| For Morocco, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Morocco; business planning; market research | high | public_dataset - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/oman.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Oman, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicato - Network accessline 105
|---|---|---:|---|---|---| | For Oman, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Oman; business planning; market research | - Network accessline 106
| For Oman, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Oman; business planning; market research | high | public_dataset | htt - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/palestine.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Palestine, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate ind - Network accessline 105
|---|---|---:|---|---|---| | For Palestine, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Palestine; business planning; market r - Network accessline 106
| For Palestine, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Palestine; business planning; market research | high | public_dat - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/qatar.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Qatar, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicat - Network accessline 105
|---|---|---:|---|---|---| | For Qatar, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Qatar; business planning; market research - Network accessline 106
| For Qatar, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Qatar; business planning; market research | high | public_dataset | h - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/saudi-arabia.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Saudi Arabia, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate - Network accessline 105
|---|---|---:|---|---|---| | For Saudi Arabia, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Saudi Arabia; business planning; ma - Network accessline 106
| For Saudi Arabia, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Saudi Arabia; business planning; market research | high | publ - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/tunisia.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For Tunisia, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indic - Network accessline 105
|---|---|---:|---|---|---| | For Tunisia, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Tunisia; business planning; market resea - Network accessline 106
| For Tunisia, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | Tunisia; business planning; market research | high | public_dataset - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/references/countries/united-arab-emirates.md
- Network accessline 12
- Confidence: medium - Primary sources: - https://data.worldbank.org/ - Network accessline 13
- Primary sources: - https://data.worldbank.org/ - https://datahub.itu.int/ - Network accessline 14
- https://data.worldbank.org/ - Network accessline 15
- https://datahub.itu.int/ - Network accessline 16
- https://datareportal.com/ - Network accessline 17
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 104
| Claim | Scope | Confidence | Evidence type | Source | Review status | |---|---|---:|---|---|---| | For United Arab Emirates, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating ag - Network accessline 105
|---|---|---:|---|---|---| | For United Arab Emirates, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | United Arab Emirates; busin - Network accessline 106
| For United Arab Emirates, agents should use public digital, telecom, economic, and country sources as context signals and avoid treating aggregate indicators as individual behavior. | United Arab Emirates; business planning; market resear - Network accessline 107
| Dialect copy examples should be treated as drafts unless native review is completed for the target country, audience, and channel. | Arab region; public copy; copywriting | high | academic_source | https://camel.abudhabi.nyu.edu/madar/ | - Network accessline 108
| RTL and mixed Arabic-English interfaces should rely on Unicode bidi behavior, W3C Arabic layout guidance, and locale libraries rather than ad hoc text handling. | Arab region; product UX; app UI | high | official_source | https://www.unic - Network accessline 109
| Future Ramadan and Eid dates should be marked estimated until an official country source confirms them. | Arab region; campaign planning; calendar | high | open_source_library | https://date.nager.at/ | ai_drafted, source_checked | - Network accessline 110
| AI search visibility should start with crawlable, indexable, snippet-eligible, people-first pages; there is no separate Google-only AI markup requirement for AI Overviews or AI Mode. | Arab region; public website; search and AI search | h - Network accessline 111
| Structured data should describe the main visible page content and should not mark up hidden, misleading, incomplete, or unsupported claims. | Arab region; public website; structured data | high | official_source | https://developers.googl - Network accessline 112
| llms.txt can help agents find canonical pages and machine-readable context, but it should not be presented as a Google ranking factor or a guaranteed AI citation mechanism. | Arab region; public website; AI context files | high | official - Network accessline 113
| For citation visibility, robots.txt and WAF policy should distinguish search/user-request crawlers from training crawlers and should not accidentally block intended search crawlers. | Arab region; public website; robots and WAF | high | o - Network accessline 114
| SEO, AEO, and GEO changes should be measured through Search Console, crawl/log access, structured-data validation, sitemap coverage, and prompt-based citation audits rather than assumed visibility gains. | Arab region; public website; ana - Network accessline 115
| Support macros should not promise refunds, delivery timelines, or compensation unless the user supplies the policy and the macro marks any review needs. | Arab region; customer support; WhatsApp and social messaging | medium | official_so
skills/arab-market-context/scripts/list-vendors.mjs
- Executable scriptline 1
Executable file
skills/arab-market-context/sources.yml
- Network accessline 14
last_checked_at: 2026-05-25 source_urls: - https://data.worldbank.org/indicator/IT.NET.USER.ZS - Network accessline 15
source_urls: - https://data.worldbank.org/indicator/IT.NET.USER.ZS - id: world-bank-mobile-subscriptions - Network accessline 16
- https://data.worldbank.org/indicator/IT.NET.USER.ZS - Network accessline 21
last_checked_at: 2026-05-25 source_urls: - https://data.worldbank.org/indicator/IT.CEL.SETS.P2 - Network accessline 22
source_urls: - https://data.worldbank.org/indicator/IT.CEL.SETS.P2 - id: world-bank-account-ownership - Network accessline 23
- https://data.worldbank.org/indicator/IT.CEL.SETS.P2 - Network accessline 28
last_checked_at: 2026-05-25 source_urls: - https://data.worldbank.org/indicator/account.t.d - Network accessline 29
source_urls: - https://data.worldbank.org/indicator/account.t.d - id: world-bank-digital-merchant-payment - Network accessline 30
- https://data.worldbank.org/indicator/account.t.d - Network accessline 35
last_checked_at: 2026-05-25 source_urls: - https://data.worldbank.org/indicator/merchant.pay - Network accessline 36
source_urls: - https://data.worldbank.org/indicator/merchant.pay - id: world-bank-mobile-money-account - Network accessline 37
- https://data.worldbank.org/indicator/merchant.pay - Network accessline 42
last_checked_at: 2026-05-25 source_urls: - https://data.worldbank.org/indicator/mobileaccount.t.d - Network accessline 43
source_urls: - https://data.worldbank.org/indicator/mobileaccount.t.d - id: itu-statistics - Network accessline 44
- https://data.worldbank.org/indicator/mobileaccount.t.d - Network accessline 49
last_checked_at: 2026-05-25 source_urls: - https://www.itu.int/itu-d/reports/statistics/ - Network accessline 50
source_urls: - https://www.itu.int/itu-d/reports/statistics/ - id: gsma-mobile-economy-mena - Network accessline 51
- https://www.itu.int/itu-d/reports/statistics/ - Network accessline 56
last_checked_at: 2026-05-25 source_urls: - https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-economy/mena/ - Network accessline 57
source_urls: - https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-economy/mena/ - id: arab-barometer - Network accessline 58
- https://www.gsma.com/solutions-and-impact/connectivity-for-good/mobile-economy/mena/ - Network accessline 63
last_checked_at: 2026-05-25 source_urls: - https://www.arabbarometer.org/survey-data/data-downloads/ - Network accessline 64
source_urls: - https://www.arabbarometer.org/survey-data/data-downloads/ - https://www.arabbarometer.org/surveys/ - Network accessline 65
- https://www.arabbarometer.org/survey-data/data-downloads/ - Network accessline 66
- https://www.arabbarometer.org/surveys/ - Network accessline 68
- country: Egypt source_urls: - https://datareportal.com/reports/digital-2026-egypt - Network accessline 69
source_urls: - https://datareportal.com/reports/digital-2026-egypt - https://www.mcit.gov.eg/en/ICT_Indicators - Network accessline 70
- https://datareportal.com/reports/digital-2026-egypt - Network accessline 71
- https://www.mcit.gov.eg/en/ICT_Indicators - Network accessline 72
- https://www.capmas.gov.eg/ - Network accessline 73
- https://www.cbe.org.eg/en/payment-systems-and-services - Network accessline 74
- https://sdk.invoicing.eta.gov.eg/ - Network accessline 75
- country: Saudi Arabia source_urls: - https://datareportal.com/reports/digital-2026-saudi-arabia - Network accessline 76
source_urls: - https://datareportal.com/reports/digital-2026-saudi-arabia - https://data.gov.sa/ - Network accessline 77
- https://datareportal.com/reports/digital-2026-saudi-arabia - Network accessline 78
- https://data.gov.sa/ - Network accessline 79
- https://dga.gov.sa/ - Network accessline 80
- https://www.cst.gov.sa/ - Network accessline 81
- https://www.saudipayments.com/ - Network accessline 82
- https://www.mada.com.sa/ - Network accessline 83
- https://splonline.com.sa/en/national-address-api/ - Network accessline 84
- https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - Network accessline 85
- country: United Arab Emirates source_urls: - https://datareportal.com/reports/digital-2026-united-arab-emirates - Network accessline 86
source_urls: - https://datareportal.com/reports/digital-2026-united-arab-emirates - https://bayanat.ae/ - Network accessline 87
- https://datareportal.com/reports/digital-2026-united-arab-emirates - Network accessline 88
- https://bayanat.ae/ - Network accessline 89
- https://u.ae/ - Network accessline 90
- https://tdra.gov.ae/ - Network accessline 91
- https://apiportal.government.ae/ - Network accessline 92
- https://www.aletihadpayments.ae/ - Network accessline 93
- https://docs.uaepass.ae/ - Network accessline 94
- country: Kuwait source_urls: - https://datareportal.com/reports/digital-2026-kuwait - Network accessline 95
source_urls: - https://datareportal.com/reports/digital-2026-kuwait - https://www.csb.gov.kw/ - Network accessline 96
- https://datareportal.com/reports/digital-2026-kuwait - Network accessline 97
- https://www.csb.gov.kw/ - Network accessline 98
- https://www.citra.gov.kw/ - Network accessline 99
- https://www.cbk.gov.kw/ - Network accessline 100
- https://www.knet.com.kw/ - Network accessline 101
- country: Qatar source_urls: - https://datareportal.com/reports/digital-2026-qatar - Network accessline 102
source_urls: - https://datareportal.com/reports/digital-2026-qatar - https://www.data.gov.qa/ - Network accessline 103
- https://datareportal.com/reports/digital-2026-qatar - Network accessline 104
- https://www.data.gov.qa/ - Network accessline 105
- https://www.data.gov.qa/api-console/explore/v2.1/ - Network accessline 106
- https://www.psa.gov.qa/ - Network accessline 107
- https://www.mcit.gov.qa/ - Network accessline 108
- https://www.qcb.gov.qa/English/PolicyFrameWork/PaymentSystems/Pages/default.aspx - Network accessline 109
- country: Bahrain source_urls: - https://datareportal.com/reports/digital-2026-bahrain - Network accessline 110
source_urls: - https://datareportal.com/reports/digital-2026-bahrain - https://www.data.gov.bh/ - Network accessline 111
- https://datareportal.com/reports/digital-2026-bahrain - Network accessline 112
- https://www.data.gov.bh/ - Network accessline 113
- https://www.iga.gov.bh/ - Network accessline 114
- https://www.tra.org.bh/ - Network accessline 115
- https://www.cbb.gov.bh/ - Network accessline 116
- https://www.benefit.bh/ - Network accessline 117
- country: Oman source_urls: - https://datareportal.com/reports/digital-2026-oman - Network accessline 118
source_urls: - https://datareportal.com/reports/digital-2026-oman - https://data.gov.om/ - Network accessline 119
- https://datareportal.com/reports/digital-2026-oman - Network accessline 120
- https://data.gov.om/ - Network accessline 121
- https://www.ncsi.gov.om/ - Network accessline 122
- https://www.tra.gov.om/ - Network accessline 123
- https://www.cbo.gov.om/Pages/PaymentSystems.aspx - Network accessline 124
- country: Jordan source_urls: - https://datareportal.com/reports/digital-2026-jordan - Network accessline 125
source_urls: - https://datareportal.com/reports/digital-2026-jordan - https://opendata.gov.jo/ - Network accessline 126
- https://datareportal.com/reports/digital-2026-jordan - Network accessline 127
- https://opendata.gov.jo/ - Network accessline 128
- https://www.modee.gov.jo/ - Network accessline 129
- https://www.trc.gov.jo/ - Network accessline 130
- https://www.jopacc.com/ - Network accessline 131
- https://www.efawateercom.jo/ - Network accessline 132
- country: Lebanon source_urls: - https://datareportal.com/reports/digital-2026-lebanon - Network accessline 133
source_urls: - https://datareportal.com/reports/digital-2026-lebanon - http://www.cas.gov.lb/ - Network accessline 134
- https://datareportal.com/reports/digital-2026-lebanon - Network accessline 135
- http://www.cas.gov.lb/ - Network accessline 136
- https://www.bdl.gov.lb/ - Network accessline 137
- https://www.mpt.gov.lb/ - Network accessline 138
- country: Morocco source_urls: - https://datareportal.com/reports/digital-2026-morocco - Network accessline 139
source_urls: - https://datareportal.com/reports/digital-2026-morocco - https://www.data.gov.ma/ - Network accessline 140
- https://datareportal.com/reports/digital-2026-morocco - Network accessline 141
- https://www.data.gov.ma/ - Network accessline 142
- https://www.anrt.ma/ - Network accessline 143
- https://www.bkam.ma/ - Network accessline 144
- https://www.cmi.co.ma/ - Network accessline 145
- country: Tunisia source_urls: - https://datareportal.com/reports/digital-2026-tunisia - Network accessline 146
source_urls: - https://datareportal.com/reports/digital-2026-tunisia - http://www.data.gov.tn/ - Network accessline 147
- https://datareportal.com/reports/digital-2026-tunisia - Network accessline 148
- http://www.data.gov.tn/ - Network accessline 149
- http://www.ins.tn/ - Network accessline 150
- https://www.intt.tn/ - Network accessline 151
- https://www.bct.gov.tn/bct/siteprod/page.jsp?id=60 - Network accessline 152
- country: Algeria source_urls: - https://datareportal.com/reports/digital-2026-algeria - Network accessline 153
source_urls: - https://datareportal.com/reports/digital-2026-algeria - https://www.ons.dz/ - Network accessline 154
- https://datareportal.com/reports/digital-2026-algeria - Network accessline 155
- https://www.ons.dz/ - Network accessline 156
- https://www.arpce.dz/ - Network accessline 157
- https://www.bank-of-algeria.dz/ - Network accessline 158
- https://www.giemonetique.dz/ - Network accessline 159
- country: Iraq source_urls: - https://datareportal.com/reports/digital-2026-iraq - Network accessline 160
source_urls: - https://datareportal.com/reports/digital-2026-iraq - https://cosit.gov.iq/ - Network accessline 161
- https://datareportal.com/reports/digital-2026-iraq - Network accessline 162
- https://cosit.gov.iq/ - Network accessline 163
- https://www.cmc.iq/ - Network accessline 164
- https://cbiraq.org/ - Network accessline 165
- country: Palestine source_urls: - https://datareportal.com/reports/digital-2026-palestine - Network accessline 166
source_urls: - https://datareportal.com/reports/digital-2026-palestine - https://www.pcbs.gov.ps/ - Network accessline 167
- https://datareportal.com/reports/digital-2026-palestine - Network accessline 168
- https://www.pcbs.gov.ps/ - Network accessline 169
- https://www.pma.ps/en/PaymentSystems - Network accessline 170
- https://www.mtit.gov.ps/
skills/arab-open-data/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/arab-open-data/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://www.data.gov.bh/ - Network accessline 10
source_urls: - https://www.data.gov.bh/ - id: morocco-open-data - Network accessline 11
- https://www.data.gov.bh/ - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://www.data.gov.ma/ - Network accessline 18
source_urls: - https://www.data.gov.ma/ - id: oman-data-portal - Network accessline 19
- https://www.data.gov.ma/ - Network accessline 25
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://data.gov.om/ - Network accessline 26
source_urls: - https://data.gov.om/ - id: qatar-open-data - Network accessline 27
- https://data.gov.om/ - Network accessline 33
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://www.data.gov.qa/ - Network accessline 34
source_urls: - https://www.data.gov.qa/ - id: qatar-open-data-api - Network accessline 35
- https://www.data.gov.qa/ - Network accessline 41
last_checked_at: 2026-08-10T06:03:41.773Z source_urls: - https://www.data.gov.qa/api-console/explore/v2.1/ - Network accessline 42
source_urls: - https://www.data.gov.qa/api-console/explore/v2.1/ - id: saudi-open-data-portal - Network accessline 43
- https://www.data.gov.qa/api-console/explore/v2.1/ - Network accessline 49
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://data.gov.sa/ - Network accessline 50
source_urls: - https://data.gov.sa/ - id: tunisia-open-data - Network accessline 51
- https://data.gov.sa/ - Network accessline 57
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - http://www.data.gov.tn/ - Network accessline 58
source_urls: - http://www.data.gov.tn/ - id: uae-bayanat - Network accessline 59
- http://www.data.gov.tn/ - Network accessline 65
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://bayanat.ae/ - Network accessline 67
- https://bayanat.ae/
skills/arab-open-data/vendors/bahrain-open-data-portal.md
skills/arab-open-data/vendors/morocco-open-data.md
skills/arab-open-data/vendors/oman-data-portal.md
skills/arab-open-data/vendors/qatar-open-data-api.md
- Network accessline 5
- Official docs: https://www.data.gov.qa/api-console/explore/v2.1/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.data.gov.qa/api-console/explore/v2.1/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.data.gov.qa/api-console/explore/v2.1/ - Network accessline 62
- https://www.data.gov.qa/api-console/explore/v2.1/
skills/arab-open-data/vendors/qatar-open-data.md
skills/arab-open-data/vendors/saudi-open-data-portal.md
skills/arab-open-data/vendors/tunisia-open-data.md
skills/arab-open-data/vendors/uae-bayanat.md
skills/arabic-copywriting-dialects/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/arabic-copywriting-dialects/sources.yml
- Network accessline 16
- legal or cultural approval source_urls: - https://camel-tools.readthedocs.io/en/stable/ - Network accessline 17
source_urls: - https://camel-tools.readthedocs.io/en/stable/ - https://camel-tools.readthedocs.io/en/stable/api/dialectid.html - Network accessline 18
- https://camel-tools.readthedocs.io/en/stable/ - Network accessline 19
- https://camel-tools.readthedocs.io/en/stable/api/dialectid.html - Network accessline 20
- https://github.com/CAMeL-Lab - Network accessline 21
- https://camel.abudhabi.nyu.edu/madar/ - Network accessline 22
- https://aclanthology.org/W19-4602/ - Network accessline 23
- https://aclanthology.org/L18-1535/ - Network accessline 24
- https://nadi.dlnlp.ai/ - Network accessline 25
- https://aclanthology.org/2024.wanlp-1.23.pdf - Network accessline 26
- https://aclanthology.org/2020.wanlp-1.14.pdf - Network accessline 27
- https://github.com/YounesSamih/QADI - Network accessline 28
- https://pyarabic.readthedocs.io/ - Network accessline 29
- https://github.com/linuxscout/pyarabic - Network accessline 30
- https://github.com/linuxscout/tashaphyne - Network accessline 31
- https://farasa.qcri.org/ - Network accessline 32
- https://github.com/qcri/FarasaSegmenter - Network accessline 39
- HTML direction guidance source_urls: - https://www.unicode.org/reports/tr9/ - Network accessline 40
source_urls: - https://www.unicode.org/reports/tr9/ - https://www.w3.org/TR/alreq/ - Network accessline 41
- https://www.unicode.org/reports/tr9/ - Network accessline 42
- https://www.w3.org/TR/alreq/ - Network accessline 43
- https://www.w3.org/International/questions/qa-html-dir - Network accessline 44
- https://www.w3.org/International/articles/inline-bidi-markup/ - Network accessline 45
- https://cldr.unicode.org/ - Network accessline 46
- https://unicode.org/cldr/charts/44/summary/ar.html - Network accessline 47
- https://www.i18next.com/overview/api - Network accessline 48
- https://www.i18next.com/translation-function/essentials - Network accessline 49
- https://formatjs.github.io/docs/core-concepts/icu-syntax - Network accessline 50
- https://formatjs.github.io/docs/intl-messageformat/ - Network accessline 57
- editorial and app-store review considerations source_urls: - https://whatsappbusiness.com/policy/ - Network accessline 58
source_urls: - https://whatsappbusiness.com/policy/ - https://developers.facebook.com/docs/whatsapp/business-management-api/message-templates/ - Network accessline 59
- https://whatsappbusiness.com/policy/ - Network accessline 60
- https://developers.facebook.com/docs/whatsapp/business-management-api/message-templates/ - Network accessline 61
- https://www.twilio.com/docs/glossary/what-sms-character-limit - Network accessline 62
- https://support.google.com/google-ads/answer/7684791 - Network accessline 63
- https://support.google.com/adspolicy/answer/6021546 - Network accessline 64
- https://support.google.com/googleplay/android-developer/answer/9844778 - Network accessline 65
- https://support.google.com/googleplay/android-developer/answer/1078870 - Network accessline 66
- https://developer.apple.com/localization/ - Network accessline 67
- https://developer.apple.com/design/human-interface-guidelines/notifications - Network accessline 74
- marketing manipulation boundaries source_urls: - https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 75
source_urls: - https://www.nist.gov/itl/ai-risk-management-framework - https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence - Network accessline 76
- https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 77
- https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence - Network accessline 78
- https://www.unesco.org/en/articles/recommendation-ethics-artificial-intelligence?hub=66973 - Network accessline 79
- https://www.oecd.org/en/topics/ai-principles.html - Network accessline 80
- https://www.nist.gov/privacy-framework - Network accessline 81
- https://iccwbo.org/news-publications/business-solutions/iccesomar-international-code-market-opinion-social-research-data-analytics/ - Network accessline 82
- https://aapor.org/standards-and-ethics/ - Network accessline 83
- https://transparency.meta.com/policies/ad-standards/ - Network accessline 84
- https://support.google.com/adspolicy/answer/143465 - Network accessline 85
- https://www.ftc.gov/business-guidance/resources/ftcs-endorsement-guides - Network accessline 86
- https://www.un.org/en/gender-inclusive-language/guidelines.shtml
skills/arabic-nlp/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/arabic-nlp/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://github.com/linuxscout/arabicstopwords - Network accessline 10
source_urls: - https://github.com/linuxscout/arabicstopwords - id: camel-tools - Network accessline 11
- https://github.com/linuxscout/arabicstopwords - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://camel-tools.readthedocs.io/ - Network accessline 18
source_urls: - https://camel-tools.readthedocs.io/ - https://github.com/CAMeL-Lab/camel_tools - Network accessline 19
- https://camel-tools.readthedocs.io/ - Network accessline 20
- https://github.com/CAMeL-Lab/camel_tools - Network accessline 21
- https://camel-tools.readthedocs.io/en/latest/overview.html - Network accessline 27
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://farasa.qcri.org/ - Network accessline 28
source_urls: - https://farasa.qcri.org/ - id: pyarabic - Network accessline 29
- https://farasa.qcri.org/ - Network accessline 35
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://github.com/linuxscout/pyarabic - Network accessline 36
source_urls: - https://github.com/linuxscout/pyarabic - https://github.com/linuxscout/pyarabic/blob/master/paper.md - Network accessline 37
- https://github.com/linuxscout/pyarabic - Network accessline 38
- https://github.com/linuxscout/pyarabic/blob/master/paper.md - Network accessline 44
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://github.com/linuxscout/qalsadi - Network accessline 45
source_urls: - https://github.com/linuxscout/qalsadi - id: tashaphyne - Network accessline 46
- https://github.com/linuxscout/qalsadi - Network accessline 52
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://github.com/linuxscout/tashaphyne - Network accessline 53
source_urls: - https://github.com/linuxscout/tashaphyne - https://pypi.org/project/Tashaphyne/ - Network accessline 54
- https://github.com/linuxscout/tashaphyne - Network accessline 55
- https://pypi.org/project/Tashaphyne/
skills/arabic-nlp/vendors/arabic-stopwords.md
- Network accessline 9
- Postman: Unknown from public docs - SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/arabicstopwords - Network accessline 10
- SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/arabicstopwords - Last checked: 2026-08-10T06:03:41.770Z - Network accessline 11
- GitHub: https://github.com/linuxscout/arabicstopwords - Network accessline 62
- https://github.com/linuxscout/arabicstopwords
skills/arabic-nlp/vendors/camel-tools.md
- Network accessline 5
- Official docs: https://camel-tools.readthedocs.io/en/latest/overview.html - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://camel-tools.readthedocs.io/en/latest/overview.html - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://camel-tools.readthedocs.io/en/latest/overview.html - Network accessline 9
- Postman: Unknown from public docs - SDKs: Unknown from public docs - GitHub: https://github.com/CAMeL-Lab/camel_tools - Network accessline 10
- SDKs: Unknown from public docs - GitHub: https://github.com/CAMeL-Lab/camel_tools - Last checked: 2026-08-10T06:03:41.770Z - Network accessline 11
- GitHub: https://github.com/CAMeL-Lab/camel_tools - Network accessline 62
- https://camel-tools.readthedocs.io/ - Network accessline 63
- https://github.com/CAMeL-Lab/camel_tools - Network accessline 64
- https://camel-tools.readthedocs.io/en/latest/overview.html
skills/arabic-nlp/vendors/farasa.md
- Network accessline 5
- Official docs: https://farasa.qcri.org/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://farasa.qcri.org/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://farasa.qcri.org/ - Network accessline 62
- https://farasa.qcri.org/
skills/arabic-nlp/vendors/pyarabic.md
- Network accessline 5
- Official docs: https://github.com/linuxscout/pyarabic/blob/master/paper.md - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://github.com/linuxscout/pyarabic/blob/master/paper.md - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://github.com/linuxscout/pyarabic/blob/master/paper.md - Network accessline 9
- Postman: Unknown from public docs - SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/pyarabic - Network accessline 10
- SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/pyarabic - Last checked: 2026-08-10T06:03:41.770Z - Network accessline 11
- GitHub: https://github.com/linuxscout/pyarabic - Network accessline 62
- https://github.com/linuxscout/pyarabic - Network accessline 63
- https://github.com/linuxscout/pyarabic/blob/master/paper.md
skills/arabic-nlp/vendors/qalsadi.md
- Network accessline 9
- Postman: Unknown from public docs - SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/qalsadi - Network accessline 10
- SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/qalsadi - Last checked: 2026-08-10T06:03:41.771Z - Network accessline 11
- GitHub: https://github.com/linuxscout/qalsadi - Network accessline 62
- https://github.com/linuxscout/qalsadi
skills/arabic-nlp/vendors/tashaphyne.md
- Network accessline 5
- Official docs: https://pypi.org/project/Tashaphyne/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://pypi.org/project/Tashaphyne/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://pypi.org/project/Tashaphyne/ - Network accessline 9
- Postman: Unknown from public docs - SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/tashaphyne - Network accessline 10
- SDKs: Unknown from public docs - GitHub: https://github.com/linuxscout/tashaphyne - Last checked: 2026-08-10T06:03:41.770Z - Network accessline 11
- GitHub: https://github.com/linuxscout/tashaphyne - Network accessline 62
- https://github.com/linuxscout/tashaphyne - Network accessline 63
- https://pypi.org/project/Tashaphyne/
skills/mena-bnpl/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-bnpl/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.762Z source_urls: - https://www.cashewpayments.com/ - Network accessline 10
source_urls: - https://www.cashewpayments.com/ - id: postpay - Network accessline 11
- https://www.cashewpayments.com/ - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.762Z source_urls: - https://docs.postpay.io/ - Network accessline 18
source_urls: - https://docs.postpay.io/ - id: shahry - Network accessline 19
- https://docs.postpay.io/ - Network accessline 25
last_checked_at: 2026-08-10T06:03:41.762Z source_urls: - https://www.shahry.com/ - Network accessline 26
source_urls: - https://www.shahry.com/ - id: souhoola - Network accessline 27
- https://www.shahry.com/ - Network accessline 33
last_checked_at: 2026-08-10T06:03:41.762Z source_urls: - https://souhoola.com/ - Network accessline 34
source_urls: - https://souhoola.com/ - https://docs.geidea.net/docs/souhoola - Network accessline 35
- https://souhoola.com/ - Network accessline 36
- https://docs.geidea.net/docs/souhoola - Network accessline 42
last_checked_at: 2026-08-10T06:03:41.761Z source_urls: - https://docs.tabby.ai/ - Network accessline 43
source_urls: - https://docs.tabby.ai/ - https://docs.tabby.ai/introduction/what-is-tabby - Network accessline 44
- https://docs.tabby.ai/ - Network accessline 45
- https://docs.tabby.ai/introduction/what-is-tabby - Network accessline 51
last_checked_at: 2026-08-10T06:03:41.761Z source_urls: - https://docs.tamara.co/ - Network accessline 52
source_urls: - https://docs.tamara.co/ - id: valu - Network accessline 53
- https://docs.tamara.co/ - Network accessline 59
last_checked_at: 2026-08-10T06:03:41.762Z source_urls: - https://www.valu.com.eg/ - Network accessline 60
source_urls: - https://www.valu.com.eg/ - https://docs.geidea.net/docs/valu - Network accessline 61
- https://www.valu.com.eg/ - Network accessline 62
- https://docs.geidea.net/docs/valu
skills/mena-bnpl/vendors/cashew.md
skills/mena-bnpl/vendors/postpay.md
- Network accessline 5
- Official docs: https://docs.postpay.io/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.postpay.io/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.postpay.io/ - Network accessline 62
- https://docs.postpay.io/
skills/mena-bnpl/vendors/shahry.md
skills/mena-bnpl/vendors/souhoola.md
- Network accessline 5
- Official docs: https://docs.geidea.net/docs/souhoola - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.geidea.net/docs/souhoola - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.geidea.net/docs/souhoola - Network accessline 62
- https://souhoola.com/ - Network accessline 63
- https://docs.geidea.net/docs/souhoola
skills/mena-bnpl/vendors/tabby.md
- Network accessline 5
- Official docs: https://docs.tabby.ai/introduction/what-is-tabby - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.tabby.ai/introduction/what-is-tabby - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.tabby.ai/introduction/what-is-tabby - Network accessline 62
- https://docs.tabby.ai/ - Network accessline 63
- https://docs.tabby.ai/introduction/what-is-tabby
skills/mena-bnpl/vendors/tamara.md
- Network accessline 5
- Official docs: https://docs.tamara.co/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.tamara.co/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.tamara.co/ - Network accessline 62
- https://docs.tamara.co/
skills/mena-bnpl/vendors/valu.md
- Network accessline 5
- Official docs: https://docs.geidea.net/docs/valu - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.geidea.net/docs/valu - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.geidea.net/docs/valu - Network accessline 62
- https://www.valu.com.eg/ - Network accessline 63
- https://docs.geidea.net/docs/valu
skills/mena-commerce-pos-accounting/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-commerce-pos-accounting/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://docs.daftra.com/ - Network accessline 10
source_urls: - https://docs.daftra.com/ - https://docs.daftara.dev/ - Network accessline 11
- https://docs.daftra.com/ - Network accessline 12
- https://docs.daftara.dev/ - Network accessline 18
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://developer.foodics.com/ - Network accessline 19
source_urls: - https://developer.foodics.com/ - https://help.foodics.com/hc/en-us/articles/9527870053404-Integration-Availability - Network accessline 20
- https://developer.foodics.com/ - Network accessline 21
- https://help.foodics.com/hc/en-us/articles/9527870053404-Integration-Availability - Network accessline 27
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://developer.loyverse.com/ - Network accessline 28
source_urls: - https://developer.loyverse.com/ - id: qoyod - Network accessline 29
- https://developer.loyverse.com/ - Network accessline 35
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://www.qoyod.com/en/ - Network accessline 36
source_urls: - https://www.qoyod.com/en/ - https://apidoc.qoyod.com/ - Network accessline 37
- https://www.qoyod.com/en/ - Network accessline 38
- https://apidoc.qoyod.com/ - Network accessline 44
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://www.rewaatech.com/ - Network accessline 45
source_urls: - https://www.rewaatech.com/ - https://doc.api.rewaatech.com/ - Network accessline 46
- https://www.rewaatech.com/ - Network accessline 47
- https://doc.api.rewaatech.com/ - Network accessline 53
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://docs.salla.dev/ - Network accessline 54
source_urls: - https://docs.salla.dev/ - id: wafeq - Network accessline 55
- https://docs.salla.dev/ - Network accessline 61
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://developers.wafeq.com/ - Network accessline 62
source_urls: - https://developers.wafeq.com/ - https://developer.wafeq.com/reference/invoices_list - Network accessline 63
- https://developers.wafeq.com/ - Network accessline 64
- https://developer.wafeq.com/reference/invoices_list - Network accessline 70
last_checked_at: 2026-08-10T06:03:41.766Z source_urls: - https://docs.zid.sa/ - Network accessline 71
source_urls: - https://docs.zid.sa/ - https://docs.zid.sa/start-here - Network accessline 72
- https://docs.zid.sa/ - Network accessline 73
- https://docs.zid.sa/start-here
skills/mena-commerce-pos-accounting/vendors/daftra.md
- Network accessline 5
- Official docs: https://docs.daftara.dev/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.daftara.dev/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.daftara.dev/ - Network accessline 62
- https://docs.daftra.com/ - Network accessline 63
- https://docs.daftara.dev/
skills/mena-commerce-pos-accounting/vendors/foodics.md
- Network accessline 5
- Official docs: https://help.foodics.com/hc/en-us/articles/9527870053404-Integration-Availability - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://help.foodics.com/hc/en-us/articles/9527870053404-Integration-Availability - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://help.foodics.com/hc/en-us/articles/9527870053404-Integration-Availability - Network accessline 62
- https://developer.foodics.com/ - Network accessline 63
- https://help.foodics.com/hc/en-us/articles/9527870053404-Integration-Availability
skills/mena-commerce-pos-accounting/vendors/loyverse.md
- Network accessline 5
- Official docs: https://developer.loyverse.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.loyverse.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.loyverse.com/ - Network accessline 62
- https://developer.loyverse.com/
skills/mena-commerce-pos-accounting/vendors/qoyod.md
- Network accessline 5
- Official docs: https://apidoc.qoyod.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://apidoc.qoyod.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://apidoc.qoyod.com/ - Network accessline 62
- https://www.qoyod.com/en/ - Network accessline 63
- https://apidoc.qoyod.com/
skills/mena-commerce-pos-accounting/vendors/rewaa.md
- Network accessline 5
- Official docs: https://doc.api.rewaatech.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://doc.api.rewaatech.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://doc.api.rewaatech.com/ - Network accessline 62
- https://www.rewaatech.com/ - Network accessline 63
- https://doc.api.rewaatech.com/
skills/mena-commerce-pos-accounting/vendors/salla.md
- Network accessline 5
- Official docs: https://docs.salla.dev/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.salla.dev/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.salla.dev/ - Network accessline 62
- https://docs.salla.dev/
skills/mena-commerce-pos-accounting/vendors/wafeq.md
- Network accessline 5
- Official docs: https://developer.wafeq.com/reference/invoices_list - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.wafeq.com/reference/invoices_list - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.wafeq.com/reference/invoices_list - Network accessline 62
- https://developers.wafeq.com/ - Network accessline 63
- https://developer.wafeq.com/reference/invoices_list
skills/mena-commerce-pos-accounting/vendors/zid.md
- Network accessline 5
- Official docs: https://docs.zid.sa/start-here - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.zid.sa/start-here - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.zid.sa/start-here - Network accessline 62
- https://docs.zid.sa/ - Network accessline 63
- https://docs.zid.sa/start-here
skills/mena-comms/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-comms/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://developers.cequens.com/ - Network accessline 10
source_urls: - https://developers.cequens.com/ - https://developer.cequens.com/ - Network accessline 11
- https://developers.cequens.com/ - Network accessline 12
- https://developer.cequens.com/ - Network accessline 18
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://docs.maqsam.com/ - Network accessline 19
source_urls: - https://docs.maqsam.com/ - https://maqsam.com/apis - Network accessline 20
- https://docs.maqsam.com/ - Network accessline 21
- https://maqsam.com/apis - Network accessline 27
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://www.msegat.com/docs/ - Network accessline 28
source_urls: - https://www.msegat.com/docs/ - https://msegat.docs.apiary.io/ - Network accessline 29
- https://www.msegat.com/docs/ - Network accessline 30
- https://msegat.docs.apiary.io/ - Network accessline 36
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://taqnyat.sa/docs/ - Network accessline 37
source_urls: - https://taqnyat.sa/docs/ - https://dev.taqnyat.sa/en/doc/sms/ - Network accessline 38
- https://taqnyat.sa/docs/ - Network accessline 39
- https://dev.taqnyat.sa/en/doc/sms/ - Network accessline 45
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://docs.unifonic.com/ - Network accessline 46
source_urls: - https://docs.unifonic.com/ - id: victorylink - Network accessline 47
- https://docs.unifonic.com/ - Network accessline 53
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://victorylink.com/ - Network accessline 54
source_urls: - https://victorylink.com/ - id: yallasms - Network accessline 55
- https://victorylink.com/ - Network accessline 61
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://www.yallasms.com/ - Network accessline 62
source_urls: - https://www.yallasms.com/ - id: ziwo - Network accessline 63
- https://www.yallasms.com/ - Network accessline 69
last_checked_at: 2026-08-10T06:03:41.765Z source_urls: - https://docs.ziwo.io/ - Network accessline 70
source_urls: - https://docs.ziwo.io/ - https://www.ziwo.io/features/api_docs/ - Network accessline 71
- https://docs.ziwo.io/ - Network accessline 72
- https://www.ziwo.io/features/api_docs/
skills/mena-comms/vendors/cequens.md
- Network accessline 5
- Official docs: https://developer.cequens.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.cequens.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.cequens.com/ - Network accessline 62
- https://developers.cequens.com/ - Network accessline 63
- https://developer.cequens.com/
skills/mena-comms/vendors/maqsam.md
- Network accessline 5
- Official docs: https://maqsam.com/apis - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://maqsam.com/apis - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://maqsam.com/apis - Network accessline 62
- https://docs.maqsam.com/ - Network accessline 63
- https://maqsam.com/apis
skills/mena-comms/vendors/msegat.md
- Network accessline 5
- Official docs: https://msegat.docs.apiary.io/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://msegat.docs.apiary.io/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://msegat.docs.apiary.io/ - Network accessline 62
- https://www.msegat.com/docs/ - Network accessline 63
- https://msegat.docs.apiary.io/
skills/mena-comms/vendors/taqnyat.md
- Network accessline 5
- Official docs: https://dev.taqnyat.sa/en/doc/sms/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://dev.taqnyat.sa/en/doc/sms/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://dev.taqnyat.sa/en/doc/sms/ - Network accessline 62
- https://taqnyat.sa/docs/ - Network accessline 63
- https://dev.taqnyat.sa/en/doc/sms/
skills/mena-comms/vendors/unifonic.md
- Network accessline 5
- Official docs: https://docs.unifonic.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.unifonic.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.unifonic.com/ - Network accessline 62
- https://docs.unifonic.com/
skills/mena-comms/vendors/victorylink.md
skills/mena-comms/vendors/yallasms.md
skills/mena-comms/vendors/ziwo.md
- Network accessline 5
- Official docs: https://www.ziwo.io/features/api_docs/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.ziwo.io/features/api_docs/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.ziwo.io/features/api_docs/ - Network accessline 62
- https://docs.ziwo.io/ - Network accessline 63
- https://www.ziwo.io/features/api_docs/
skills/mena-cultural-calendar/scripts/build_calendar_data.js
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-cultural-calendar/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-cultural-calendar/scripts/mark_estimated_hijri_dates.js
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-cultural-calendar/sources.yml
- Network accessline 9
notes: Government, diwan, cabinet, central bank, stock exchange, and official news sources. Scope must be preserved. source_urls: - https://sama.gov.sa/en-US/Supervision/Pages/holidayschedules.aspx - Network accessline 10
source_urls: - https://sama.gov.sa/en-US/Supervision/Pages/holidayschedules.aspx - https://www.mofa.gov.sa/en/ksa/Pages/nationalday.aspx - Network accessline 11
- https://sama.gov.sa/en-US/Supervision/Pages/holidayschedules.aspx - Network accessline 12
- https://www.mofa.gov.sa/en/ksa/Pages/nationalday.aspx - Network accessline 13
- https://www.foundingday.sa/ - Network accessline 14
- https://www.haj.gov.sa/ - Network accessline 15
- https://hajj.nusuk.sa/ - Network accessline 16
- https://u.ae/en/information-and-services/public-holidays-and-religious-affairs/public-holidays - Network accessline 17
- https://www.fahr.gov.ae/en/news/the-federal-authority-for-human-resources-announces-the-eid-al-adha-holiday-for-the-federal-government-from-may-25-29-2026/ - Network accessline 18
- https://www.mohre.gov.ae/ - Network accessline 19
- https://www.diwan.gov.qa/Briefing-Room/News/General/Statements/2026/March/15/Amiri-Diwan-Announces-Eid-Al-Fitr-Holiday?sc_lang=en - Network accessline 20
- https://qna.org.qa/en/News-Area/News/2026-5/24/amiri-diwan-announces-eid-al-adha-holiday - Network accessline 21
- https://hukoomi.gov.qa/ - Network accessline 22
- https://www.cbb.gov.bh/official-bank-holidays/ - Network accessline 23
- https://e.gov.kw/sites/kgoenglish/Pages/Visitors/AboutKuwait/Holidays.aspx - Network accessline 24
- https://www.kuna.net.kw/ - Network accessline 25
- https://www.cbk.gov.kw/ - Network accessline 26
- https://omannews.gov.om/ - Network accessline 27
- https://www.ase.com.jo/ - Network accessline 28
- https://www.pm.gov.jo/ - Network accessline 29
- https://www.mmsp.gov.ma/fr/nos-metiers/horaires-de-travail-et-jours-f%C3%A9ri%C3%A9s - Network accessline 30
- https://pm.gov.tn/ar/article/blagh-34 - Network accessline 31
- https://www.aps.dz/en/algeria/society/mpaz9ujc-eid-al-adha-to-fall-on-wednesday-may-27 - Network accessline 32
- https://pcm.gov.lb/ - Network accessline 33
- https://www.bdl.gov.lb/ - Network accessline 34
- https://bse.com.lb/ - Network accessline 35
- https://www.cabinet.iq/ - Network accessline 36
- https://mjr.ogb.gov.ps/Decrees/Details/34177 - Network accessline 39
notes: Useful for planning leads and fixed holidays. Do not present library-estimated religious dates as confirmed. source_urls: - https://date.nager.at/ - Network accessline 40
source_urls: - https://date.nager.at/ - https://date.nager.at/api/v3/PublicHolidays/2026/EG - Network accessline 41
- https://date.nager.at/ - Network accessline 42
- https://date.nager.at/api/v3/PublicHolidays/2026/EG - Network accessline 43
- https://date.nager.at/api/v3/PublicHolidays/2026/MA - Network accessline 44
- https://date.nager.at/api/v3/PublicHolidays/2026/TN - Network accessline 45
- https://github.com/commenthol/date-holidays - Network accessline 46
- https://github.com/xsoh/moment-hijri - Network accessline 49
notes: Use as scoped context. Salary and shopping-season behavior remains hypothesis unless current country/category evidence exists. source_urls: - https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in - Network accessline 50
source_urls: - https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - https://u.ae/en/information-and-services/education/school-education - Network accessline 51
- https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - Network accessline 52
- https://u.ae/en/information-and-services/education/school-education - Network accessline 53
- https://www.moe.gov.sa/ - Network accessline 54
- https://www.edu.gov.qa/ - Network accessline 55
- https://moe.gov.eg/ - Network accessline 56
- https://www.mohre.gov.ae/en/our-services/wages-protection-system.aspx - Network accessline 57
- https://www.visitdubai.com/en/whats-on/dubai-shopping-festival - Network accessline 58
- https://transparency.meta.com/policies/ad-standards/ - Network accessline 59
- https://support.google.com/adspolicy/answer/143465 - Network accessline 60
- https://ads.tiktok.com/help/ - Network accessline 63
notes: Use for anti-stereotype, privacy, platform, and manipulation boundaries. source_urls: - https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 64
source_urls: - https://www.nist.gov/itl/ai-risk-management-framework - https://www.nist.gov/privacy-framework - Network accessline 65
- https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 66
- https://www.nist.gov/privacy-framework - Network accessline 67
- https://transparency.meta.com/policies/ad-standards/ - Network accessline 68
- https://support.google.com/adspolicy/answer/143465?hl=en - Network accessline 69
- https://ads.tiktok.com/help/article/tiktok-ads-policy-ad-format-and-functionality?lang=en
skills/mena-customer-support/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-customer-support/sources.yml
- Network accessline 18
- error-message clarity source_urls: - https://designsystem.gov.ae/guidelines/content - Network accessline 19
source_urls: - https://designsystem.gov.ae/guidelines/content - id: uae-consumer-protection - Network accessline 20
- https://designsystem.gov.ae/guidelines/content - Network accessline 29
caveat: Verify live page text before legal use. source_urls: - https://u.ae/en/information-and-services/justice-safety-and-the-law/consumer-protection - Network accessline 30
source_urls: - https://u.ae/en/information-and-services/justice-safety-and-the-law/consumer-protection - id: egypt-cpa-faq - Network accessline 31
- https://u.ae/en/information-and-services/justice-safety-and-the-law/consumer-protection - Network accessline 39
caveat: Country-specific; do not reuse as pan-Arab law. source_urls: - https://cpa.gov.eg/ar-eg/%D8%A7%D8%B3%D8%A6%D9%84%D8%A9-%D9%85%D8%AA%D9%83%D8%B1%D8%B1%D8%A9 - Network accessline 40
source_urls: - https://cpa.gov.eg/ar-eg/%D8%A7%D8%B3%D8%A6%D9%84%D8%A9-%D9%85%D8%AA%D9%83%D8%B1%D8%B1%D8%A9 - id: saudi-commerce-consumer-guide - Network accessline 41
- https://cpa.gov.eg/ar-eg/%D8%A7%D8%B3%D8%A6%D9%84%D8%A9-%D9%85%D8%AA%D9%83%D8%B1%D8%B1%D8%A9 - Network accessline 49
caveat: Extract exact legal text and obtain local review before production macros. source_urls: - https://mc.gov.sa/en/guides/Documents/CustomerGuide.pdf - Network accessline 50
source_urls: - https://mc.gov.sa/en/guides/Documents/CustomerGuide.pdf - id: meta-whatsapp-platform - Network accessline 51
- https://mc.gov.sa/en/guides/Documents/CustomerGuide.pdf - Network accessline 61
caveat: Platform rules change; recheck before launch. source_urls: - https://developers.facebook.com/docs/whatsapp/ - Network accessline 62
source_urls: - https://developers.facebook.com/docs/whatsapp/ - https://developers.facebook.com/docs/whatsapp/cloud-api/guides/send-message-templates/ - Network accessline 63
- https://developers.facebook.com/docs/whatsapp/ - Network accessline 64
- https://developers.facebook.com/docs/whatsapp/cloud-api/guides/send-message-templates/ - Network accessline 73
caveat: Recheck latest policy before production sends. source_urls: - https://www.whatsapp.com/legal/business-policy/ - Network accessline 74
source_urls: - https://www.whatsapp.com/legal/business-policy/ - id: twilio-whatsapp-key-concepts - Network accessline 75
- https://www.whatsapp.com/legal/business-policy/ - Network accessline 83
caveat: Secondary source; Meta policy is authoritative. source_urls: - https://www.twilio.com/docs/whatsapp/key-concepts - Network accessline 84
source_urls: - https://www.twilio.com/docs/whatsapp/key-concepts - id: meta-instagram-messaging - Network accessline 85
- https://www.twilio.com/docs/whatsapp/key-concepts - Network accessline 94
caveat: Permissions and windows are dynamic; verify before implementation. source_urls: - https://developers.facebook.com/docs/instagram-platform/instagram-api-with-facebook-login/messaging/ - Network accessline 95
source_urls: - https://developers.facebook.com/docs/instagram-platform/instagram-api-with-facebook-login/messaging/ - https://developers.facebook.com/docs/instagram-platform/instagram-api-with-facebook-login/messaging/private-re - Network accessline 96
- https://developers.facebook.com/docs/instagram-platform/instagram-api-with-facebook-login/messaging/ - Network accessline 97
- https://developers.facebook.com/docs/instagram-platform/instagram-api-with-facebook-login/messaging/private-replies/ - Network accessline 105
caveat: Saudi carrier source; not a universal carrier policy. source_urls: - https://splonline.com.sa/en/e-commerce-services - Network accessline 106
source_urls: - https://splonline.com.sa/en/e-commerce-services - id: pci-cvc-storage-faq - Network accessline 107
- https://splonline.com.sa/en/e-commerce-services - Network accessline 115
- safe payment-support data handling source_urls: - https://blog.pcisecuritystandards.org/faq-can-cvc-be-stored-for-card-on-file-or-recurring-transactions - Network accessline 116
source_urls: - https://blog.pcisecuritystandards.org/faq-can-cvc-be-stored-for-card-on-file-or-recurring-transactions - id: stripe-paymentintents-lifecycle - Network accessline 117
- https://blog.pcisecuritystandards.org/faq-can-cvc-be-stored-for-card-on-file-or-recurring-transactions - Network accessline 125
caveat: General payment behavior, not local law. source_urls: - https://docs.stripe.com/payments/paymentintents/lifecycle - Network accessline 126
source_urls: - https://docs.stripe.com/payments/paymentintents/lifecycle - id: stripe-declines - Network accessline 127
- https://docs.stripe.com/payments/paymentintents/lifecycle - Network accessline 135
caveat: General payment behavior, not MENA-specific law. source_urls: - https://docs.stripe.com/declines - Network accessline 136
source_urls: - https://docs.stripe.com/declines - id: zendesk-deescalation - Network accessline 137
- https://docs.stripe.com/declines - Network accessline 145
caveat: CX practice source; not legal or platform authority. source_urls: - https://www.zendesk.com/blog/customer-service-deescalation/ - Network accessline 146
source_urls: - https://www.zendesk.com/blog/customer-service-deescalation/ - id: arabic-nlp-overview - Network accessline 147
- https://www.zendesk.com/blog/customer-service-deescalation/ - Network accessline 154
- Arabic varieties and dialect/MSA caution source_urls: - https://arxiv.org/abs/1903.02784 - Network accessline 156
- https://arxiv.org/abs/1903.02784
skills/mena-growth-channels/scripts/list-vendors.mjs
- Executable scriptline 1
Executable file
skills/mena-growth-channels/sources.yml
- Network accessline 18
caveat: Do not treat social media user identities, mobile connections, or ad reach as unique people or guaranteed addressable demand. source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 19
source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 20
- https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 21
- https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 22
- https://datareportal.com/reports/digital-2025-egypt - Network accessline 23
- https://datareportal.com/reports/digital-2025-morocco - Network accessline 24
- https://datareportal.com/reports/digital-2025-qatar - Network accessline 25
- https://datareportal.com/reports/digital-2025-kuwait - Network accessline 26
- https://datareportal.com/reports/digital-2025-jordan - Network accessline 27
- https://datareportal.com/reports/digital-2025-oman - Network accessline 32
caveat: Mechanics are not performance proof; recheck before launch. source_urls: - https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - Network accessline 33
source_urls: - https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - https://support.google.com/google-ads/answer/6333734?hl=en - Network accessline 34
- https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - Network accessline 35
- https://support.google.com/google-ads/answer/6333734?hl=en - Network accessline 36
- https://support.google.com/adspolicy/answer/143465?hl=en - Network accessline 37
- https://transparency.meta.com/policies/ad-standards/ - Network accessline 38
- https://ads.us.tiktok.com/help/article/location-targeting?lang=en&redirected=2 - Network accessline 39
- https://ads.tiktok.com/help/article/ad-targeting?lang=en - Network accessline 40
- https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en - Network accessline 45
caveat: Requires local legal/privacy and WABA operations review before live send. source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 46
source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 47
- https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 48
- https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 49
- https://developers.facebook.com/docs/whatsapp/pricing - Network accessline 50
- https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws. - Network accessline 51
- https://pdpc.gov.eg/ - Network accessline 52
- https://dgp.sdaia.gov.sa/ - Network accessline 57
caveat: Local disclosure law and creator contracts require expert review. source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 58
source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 59
- https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 60
- https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 61
- https://support.google.com/youtube/answer/10588440?hl=en-EN - Network accessline 68
evidence: DataReportal and Saudi regulator/statistics sources support high digital connectivity and digital-economy context as planning signals. source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 69
source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - https://www.cst.gov.sa/en/media-center/news/N2025051200/ - Network accessline 70
- https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 71
- https://www.cst.gov.sa/en/media-center/news/N2025051200/ - Network accessline 72
- https://www.stats.gov.sa/documents/20117/2435267/Digital%2BEconomy%2BStatistics%2B2024%2B-%2BEN.pdf/a2c616bb-fddc-905a-f021-e5218c1d27d0?t=1767157845607 - Network accessline 80
evidence: DataReportal gives digital baseline; EZDubai/Euromonitor release supports ecommerce context and mentions payment, logistics, and returns. source_urls: - https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 81
source_urls: - https://datareportal.com/reports/digital-2025-united-arab-emirates - https://www.dubaisouth.ae/en/newsroom/ezdubai-uae-e-commerce-market-continues-to-grow-reaches-aed-323-billion-in-2024 - Network accessline 82
- https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 83
- https://www.dubaisouth.ae/en/newsroom/ezdubai-uae-e-commerce-market-continues-to-grow-reaches-aed-323-billion-in-2024 - Network accessline 91
evidence: NTRA Ramadan 2024 usage index supports Egypt-specific Ramadan digital behavior change. source_urls: - https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - Network accessline 92
source_urls: - https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - https://datareportal.com/reports/digital-2025-egypt - Network accessline 93
- https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - Network accessline 94
- https://datareportal.com/reports/digital-2025-egypt - Network accessline 102
evidence: DataReportal and Morocco Digital 2030 support digital context; they do not decide Arabic/French/English channel or keyword priority. source_urls: - https://datareportal.com/reports/digital-2025-morocco - Network accessline 103
source_urls: - https://datareportal.com/reports/digital-2025-morocco - https://www.maroc.ma/en/strategies-and-public-policies/digital-morocco-2030 - Network accessline 104
- https://datareportal.com/reports/digital-2025-morocco - Network accessline 105
- https://www.maroc.ma/en/strategies-and-public-policies/digital-morocco-2030 - Network accessline 106
- https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - Network accessline 114
evidence: DataReportal provides digital baseline; LinkedIn docs provide location and profile-language mechanics. source_urls: - https://datareportal.com/reports/digital-2025-qatar - Network accessline 115
source_urls: - https://datareportal.com/reports/digital-2025-qatar - https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en - Network accessline 116
- https://datareportal.com/reports/digital-2025-qatar - Network accessline 117
- https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en - Network accessline 125
evidence: WhatsApp docs define platform mechanics; UAE, Egypt, and Saudi privacy source leads require consent/legal review for direct marketing. source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 126
source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 127
- https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 128
- https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 129
- https://developers.facebook.com/docs/whatsapp/pricing - Network accessline 130
- https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws. - Network accessline 131
- https://pdpc.gov.eg/ - Network accessline 132
- https://dgp.sdaia.gov.sa/ - Network accessline 140
evidence: TikTok, Instagram, and YouTube official docs support disclosure and paid promotion mechanics. source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 141
source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 142
- https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 143
- https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 144
- https://support.google.com/youtube/answer/10588440?hl=en-EN
skills/mena-hr-payroll/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-hr-payroll/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://www.bayzat.com/ - Network accessline 10
source_urls: - https://www.bayzat.com/ - https://www.bayzat.com/accounting-integration - Network accessline 11
- https://www.bayzat.com/ - Network accessline 12
- https://www.bayzat.com/accounting-integration - Network accessline 18
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://www.jisr.net/ - Network accessline 19
source_urls: - https://www.jisr.net/ - https://openapi.jisr.net/index.html - Network accessline 20
- https://www.jisr.net/ - Network accessline 21
- https://openapi.jisr.net/index.html - Network accessline 27
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://www.menaitech.com/ - Network accessline 28
source_urls: - https://www.menaitech.com/ - https://menaitech.com/en/ - Network accessline 29
- https://www.menaitech.com/ - Network accessline 30
- https://menaitech.com/en/ - Network accessline 36
last_checked_at: 2026-08-10T06:03:41.770Z source_urls: - https://www.palm.hr/ - Network accessline 37
source_urls: - https://www.palm.hr/ - id: zenhr - Network accessline 38
- https://www.palm.hr/ - Network accessline 44
last_checked_at: 2026-08-10T06:03:41.769Z source_urls: - https://www.zenhr.com/ - Network accessline 45
source_urls: - https://www.zenhr.com/ - https://api-docs.zenhr.com/ - Network accessline 46
- https://www.zenhr.com/ - Network accessline 47
- https://api-docs.zenhr.com/
skills/mena-hr-payroll/vendors/bayzat.md
- Network accessline 5
- Official docs: https://www.bayzat.com/accounting-integration - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.bayzat.com/accounting-integration - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.bayzat.com/accounting-integration - Network accessline 62
- https://www.bayzat.com/ - Network accessline 63
- https://www.bayzat.com/accounting-integration
skills/mena-hr-payroll/vendors/jisr.md
- Network accessline 5
- Official docs: https://openapi.jisr.net/index.html - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://openapi.jisr.net/index.html - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://openapi.jisr.net/index.html - Network accessline 62
- https://www.jisr.net/ - Network accessline 63
- https://openapi.jisr.net/index.html
skills/mena-hr-payroll/vendors/menaitech.md
- Network accessline 5
- Official docs: https://menaitech.com/en/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://menaitech.com/en/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://menaitech.com/en/ - Network accessline 62
- https://www.menaitech.com/ - Network accessline 63
- https://menaitech.com/en/
skills/mena-hr-payroll/vendors/palm-hr.md
skills/mena-hr-payroll/vendors/zenhr.md
- Network accessline 5
- Official docs: https://api-docs.zenhr.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://api-docs.zenhr.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://api-docs.zenhr.com/ - Network accessline 62
- https://www.zenhr.com/ - Network accessline 63
- https://api-docs.zenhr.com/
skills/mena-logistics/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-logistics/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.762Z source_urls: - https://www.aramex.com/developers/aramex-apis - Network accessline 10
source_urls: - https://www.aramex.com/developers/aramex-apis - https://www.aramex.com/ae/en/developers-solution-center/aramex-apis - Network accessline 11
- https://www.aramex.com/developers/aramex-apis - Network accessline 12
- https://www.aramex.com/ae/en/developers-solution-center/aramex-apis - Network accessline 18
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://developer.aymakan.com.sa/ - Network accessline 19
source_urls: - https://developer.aymakan.com.sa/ - id: bosta - Network accessline 20
- https://developer.aymakan.com.sa/ - Network accessline 26
last_checked_at: 2026-08-10T06:03:41.763Z source_urls: - https://docs.bosta.co/ - Network accessline 27
source_urls: - https://docs.bosta.co/ - id: dubai-makani - Network accessline 28
- https://docs.bosta.co/ - Network accessline 34
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://www.dm.gov.ae/open-data2/open-data-for-makani/ - Network accessline 35
source_urls: - https://www.dm.gov.ae/open-data2/open-data-for-makani/ - id: fetchr - Network accessline 36
- https://www.dm.gov.ae/open-data2/open-data-for-makani/ - Network accessline 42
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://fetchr.us/ - Network accessline 43
source_urls: - https://fetchr.us/ - id: jeebly - Network accessline 44
- https://fetchr.us/ - Network accessline 50
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://www.jeebly.com/ - Network accessline 51
source_urls: - https://www.jeebly.com/ - id: naqel - Network accessline 52
- https://www.jeebly.com/ - Network accessline 58
last_checked_at: 2026-08-10T06:03:41.763Z source_urls: - https://www.naqelexpress.com/ - Network accessline 59
source_urls: - https://www.naqelexpress.com/ - id: omniful - Network accessline 60
- https://www.naqelexpress.com/ - Network accessline 66
last_checked_at: 2026-08-10T06:03:41.763Z source_urls: - https://www.omniful.ai/ - Network accessline 67
source_urls: - https://www.omniful.ai/ - https://docs.omniful.tech/ - Network accessline 68
- https://www.omniful.ai/ - Network accessline 69
- https://docs.omniful.tech/ - Network accessline 75
last_checked_at: 2026-08-10T06:03:41.763Z source_urls: - https://docs.tryoto.com/ - Network accessline 76
source_urls: - https://docs.tryoto.com/ - https://apis.tryoto.com/ - Network accessline 77
- https://docs.tryoto.com/ - Network accessline 78
- https://apis.tryoto.com/ - Network accessline 84
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://developer.quiqup.com/ - Network accessline 85
source_urls: - https://developer.quiqup.com/ - id: saudi-national-address-api-spl - Network accessline 86
- https://developer.quiqup.com/ - Network accessline 92
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://splonline.com.sa/en/national-address-api/ - Network accessline 93
source_urls: - https://splonline.com.sa/en/national-address-api/ - id: saudi-post-spl - Network accessline 94
- https://splonline.com.sa/en/national-address-api/ - Network accessline 100
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://splonline.com.sa/ - Network accessline 101
source_urls: - https://splonline.com.sa/ - id: shipa - Network accessline 102
- https://splonline.com.sa/ - Network accessline 108
last_checked_at: 2026-08-10T06:03:41.764Z source_urls: - https://www.shipa.com/ - Network accessline 109
source_urls: - https://www.shipa.com/ - id: shipblu - Network accessline 110
- https://www.shipa.com/ - Network accessline 116
last_checked_at: 2026-08-10T06:03:41.763Z source_urls: - https://docs.shipblu.com/ - Network accessline 117
source_urls: - https://docs.shipblu.com/ - https://docs.shipblu.com/api-reference - Network accessline 118
- https://docs.shipblu.com/ - Network accessline 119
- https://docs.shipblu.com/api-reference - Network accessline 125
last_checked_at: 2026-08-10T06:03:41.763Z source_urls: - https://www.smsaexpress.com/ - Network accessline 127
- https://www.smsaexpress.com/
skills/mena-logistics/vendors/aramex.md
- Network accessline 5
- Official docs: https://www.aramex.com/ae/en/developers-solution-center/aramex-apis - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.aramex.com/ae/en/developers-solution-center/aramex-apis - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.aramex.com/ae/en/developers-solution-center/aramex-apis - Network accessline 62
- https://www.aramex.com/developers/aramex-apis - Network accessline 63
- https://www.aramex.com/ae/en/developers-solution-center/aramex-apis
skills/mena-logistics/vendors/aymakan.md
- Network accessline 5
- Official docs: https://developer.aymakan.com.sa/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.aymakan.com.sa/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.aymakan.com.sa/ - Network accessline 62
- https://developer.aymakan.com.sa/
skills/mena-logistics/vendors/bosta.md
- Network accessline 5
- Official docs: https://docs.bosta.co/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.bosta.co/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.bosta.co/ - Network accessline 62
- https://docs.bosta.co/
skills/mena-logistics/vendors/dubai-makani.md
- Network accessline 5
- Official docs: https://www.dm.gov.ae/open-data2/open-data-for-makani/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.dm.gov.ae/open-data2/open-data-for-makani/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.dm.gov.ae/open-data2/open-data-for-makani/ - Network accessline 62
- https://www.dm.gov.ae/open-data2/open-data-for-makani/
skills/mena-logistics/vendors/fetchr.md
skills/mena-logistics/vendors/jeebly.md
skills/mena-logistics/vendors/naqel.md
skills/mena-logistics/vendors/omniful.md
skills/mena-logistics/vendors/oto.md
- Network accessline 5
- Official docs: https://apis.tryoto.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://apis.tryoto.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://apis.tryoto.com/ - Network accessline 62
- https://docs.tryoto.com/ - Network accessline 63
- https://apis.tryoto.com/
skills/mena-logistics/vendors/quiqup.md
- Network accessline 5
- Official docs: https://developer.quiqup.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.quiqup.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.quiqup.com/ - Network accessline 62
- https://developer.quiqup.com/
skills/mena-logistics/vendors/saudi-national-address-api-spl.md
- Network accessline 5
- Official docs: https://splonline.com.sa/en/national-address-api/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://splonline.com.sa/en/national-address-api/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://splonline.com.sa/en/national-address-api/ - Network accessline 62
- https://splonline.com.sa/en/national-address-api/
skills/mena-logistics/vendors/saudi-post-spl.md
skills/mena-logistics/vendors/shipa.md
skills/mena-logistics/vendors/shipblu.md
- Network accessline 5
- Official docs: https://docs.shipblu.com/api-reference - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.shipblu.com/api-reference - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.shipblu.com/api-reference - Network accessline 62
- https://docs.shipblu.com/ - Network accessline 63
- https://docs.shipblu.com/api-reference
skills/mena-logistics/vendors/smsa-express.md
skills/mena-marketing-localization/scripts/list-vendors.mjs
- Executable scriptline 1
Executable file
skills/mena-marketing-localization/sources.yml
- Network accessline 18
caveat: Do not treat social media user identities or ad reach as unique people or guaranteed demand. source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 19
source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 20
- https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 21
- https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 22
- https://datareportal.com/reports/digital-2025-egypt - Network accessline 23
- https://datareportal.com/reports/digital-2025-morocco - Network accessline 24
- https://datareportal.com/reports/digital-2025-qatar - Network accessline 25
- https://datareportal.com/reports/digital-2025-kuwait - Network accessline 26
- https://datareportal.com/reports/digital-2025-jordan - Network accessline 27
- https://datareportal.com/reports/digital-2025-oman - Network accessline 32
caveat: Regional aggregate; country execution still needs country and segment evidence. source_urls: - https://www.gsma.com/mobileeconomy/mena/ - Network accessline 33
source_urls: - https://www.gsma.com/mobileeconomy/mena/ - id: seo-localization - Network accessline 34
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 39
caveat: Mechanics source, not evidence of audience preference. source_urls: - https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - Network accessline 40
source_urls: - https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - id: paid-media-platform-policies - Network accessline 41
- https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - Network accessline 46
caveat: Recheck live docs before launch because platform policies change. source_urls: - https://transparency.meta.com/policies/ad-standards/ - Network accessline 47
source_urls: - https://transparency.meta.com/policies/ad-standards/ - https://support.google.com/adspolicy/answer/143465?hl=en - Network accessline 48
- https://transparency.meta.com/policies/ad-standards/ - Network accessline 49
- https://support.google.com/adspolicy/answer/143465?hl=en - Network accessline 50
- https://support.google.com/google-ads/answer/6333734?hl=en - Network accessline 51
- https://ads.us.tiktok.com/help/article/location-targeting?lang=en&redirected=2 - Network accessline 52
- https://ads.tiktok.com/help/article/ad-targeting?lang=en - Network accessline 53
- https://ads.us.tiktok.com/help/article/tiktok-ads-policy-ad-format-and-functionality?lang=en - Network accessline 54
- https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en - Network accessline 59
caveat: Platform disclosure mechanics do not replace local legal review. source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 60
source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 61
- https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 62
- https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 63
- https://support.google.com/youtube/answer/10588440?hl=en-EN - Network accessline 68
caveat: Recheck live docs and country pricing before any outbound design. source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 69
source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 70
- https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 71
- https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 72
- https://developers.facebook.com/docs/whatsapp/pricing - Network accessline 77
caveat: Requires local legal review before live CRM, retargeting, email, SMS, or WhatsApp use. source_urls: - https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws. - Network accessline 78
source_urls: - https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws. - https://pdpc.gov.eg/ - Network accessline 79
- https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws. - Network accessline 80
- https://pdpc.gov.eg/ - Network accessline 81
- https://dgp.sdaia.gov.sa/ - Network accessline 88
evidence: DataReportal and Saudi CST/GASTAT sources support high digital connectivity and digital-economy context as planning signals. source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 89
source_urls: - https://datareportal.com/reports/digital-2025-saudi-arabia - https://www.cst.gov.sa/en/media-center/news/N2025051200/ - Network accessline 90
- https://datareportal.com/reports/digital-2025-saudi-arabia - Network accessline 91
- https://www.cst.gov.sa/en/media-center/news/N2025051200/ - Network accessline 92
- https://www.stats.gov.sa/documents/20117/2435267/Digital%2BEconomy%2BStatistics%2B2024%2B-%2BEN.pdf/a2c616bb-fddc-905a-f021-e5218c1d27d0?t=1767157845607 - Network accessline 100
evidence: DataReportal gives digital baseline; EZDubai/Euromonitor release supports ecommerce market context and mentions payment, logistics, and returns as ecommerce factors. source_urls: - https://datareportal.com/reports/digita - Network accessline 101
source_urls: - https://datareportal.com/reports/digital-2025-united-arab-emirates - https://www.dubaisouth.ae/en/newsroom/ezdubai-uae-e-commerce-market-continues-to-grow-reaches-aed-323-billion-in-2024 - Network accessline 102
- https://datareportal.com/reports/digital-2025-united-arab-emirates - Network accessline 103
- https://www.dubaisouth.ae/en/newsroom/ezdubai-uae-e-commerce-market-continues-to-grow-reaches-aed-323-billion-in-2024 - Network accessline 111
evidence: Egypt NTRA Ramadan 2024 index reports changed internet usage patterns during Ramadan in Egypt. source_urls: - https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - Network accessline 112
source_urls: - https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - https://datareportal.com/reports/digital-2025-egypt - Network accessline 113
- https://www.tra.gov.eg/en/ntra-releases-internet-usage-index-within-single-day-in-ramadan-of-2024/ - Network accessline 114
- https://datareportal.com/reports/digital-2025-egypt - Network accessline 122
evidence: DataReportal and Morocco Digital 2030 support digital context; language priority needs keyword research and local review. source_urls: - https://datareportal.com/reports/digital-2025-morocco - Network accessline 123
source_urls: - https://datareportal.com/reports/digital-2025-morocco - https://www.maroc.ma/en/strategies-and-public-policies/digital-morocco-2030 - Network accessline 124
- https://datareportal.com/reports/digital-2025-morocco - Network accessline 125
- https://www.maroc.ma/en/strategies-and-public-policies/digital-morocco-2030 - Network accessline 126
- https://developers.google.com/search/docs/advanced/crawling/managing-multi-regional-sites - Network accessline 134
evidence: DataReportal gives digital and ad-audience baseline; LinkedIn docs explain location and profile-language targeting mechanics. source_urls: - https://datareportal.com/reports/digital-2025-qatar - Network accessline 135
source_urls: - https://datareportal.com/reports/digital-2025-qatar - https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en - Network accessline 136
- https://datareportal.com/reports/digital-2025-qatar - Network accessline 137
- https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en - Network accessline 145
evidence: WhatsApp official docs cover Cloud API, templates, pricing, quality, and message limits; local privacy sources require consent and opt-out review. source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 146
source_urls: - https://developers.facebook.com/docs/whatsapp/cloud-api - https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 147
- https://developers.facebook.com/docs/whatsapp/cloud-api - Network accessline 148
- https://developers.facebook.com/docs/whatsapp/message-templates - Network accessline 149
- https://developers.facebook.com/docs/whatsapp/pricing - Network accessline 150
- https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws. - Network accessline 151
- https://pdpc.gov.eg/ - Network accessline 152
- https://dgp.sdaia.gov.sa/ - Network accessline 160
evidence: TikTok, Instagram, and YouTube official docs require or support paid promotion/branded content disclosure mechanisms. source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 161
source_urls: - https://www.tiktok.com/legal/page/global/bc-policy/en - https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 162
- https://www.tiktok.com/legal/page/global/bc-policy/en - Network accessline 163
- https://www.facebook.com/help/instagram/616901995832907?locale=en_GB - Network accessline 164
- https://support.google.com/youtube/answer/10588440?hl=en-EN - Network accessline 172
evidence: Official platform docs define targeting mechanics, landing-page relevance, personal-attribute restrictions, and ad review boundaries. source_urls: - https://transparency.meta.com/policies/ad-standards/ - Network accessline 173
source_urls: - https://transparency.meta.com/policies/ad-standards/ - https://support.google.com/adspolicy/answer/143465?hl=en - Network accessline 174
- https://transparency.meta.com/policies/ad-standards/ - Network accessline 175
- https://support.google.com/adspolicy/answer/143465?hl=en - Network accessline 176
- https://ads.us.tiktok.com/help/article/tiktok-ads-policy-ad-format-and-functionality?lang=en - Network accessline 177
- https://www.linkedin.com/help/linkedin/answer/a424655/targeting-options-and-best-practices-for-linkedin-advertisements?lang=en
skills/mena-open-banking/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-open-banking/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.768Z source_urls: - https://www.cbb.gov.bh/open-banking/ - Network accessline 10
source_urls: - https://www.cbb.gov.bh/open-banking/ - id: dapi - Network accessline 11
- https://www.cbb.gov.bh/open-banking/ - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.768Z source_urls: - https://docs.dapi.com/ - Network accessline 18
source_urls: - https://docs.dapi.com/ - id: lean-technologies - Network accessline 19
- https://docs.dapi.com/ - Network accessline 25
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://docs.leantech.me/ - Network accessline 26
source_urls: - https://docs.leantech.me/ - https://docs.leantech.me/docs/creating-a-bank-connection - Network accessline 27
- https://docs.leantech.me/ - Network accessline 28
- https://docs.leantech.me/docs/creating-a-bank-connection - Network accessline 34
last_checked_at: 2026-08-10T06:03:41.768Z source_urls: - https://docs.saltedge.com/ - Network accessline 35
source_urls: - https://docs.saltedge.com/ - id: saudi-open-banking-framework - Network accessline 36
- https://docs.saltedge.com/ - Network accessline 42
last_checked_at: 2026-08-10T06:03:41.768Z source_urls: - https://www.sama.gov.sa/en-US/OpenBanking/Pages/default.aspx - Network accessline 43
source_urls: - https://www.sama.gov.sa/en-US/OpenBanking/Pages/default.aspx - id: tarabut - Network accessline 44
- https://www.sama.gov.sa/en-US/OpenBanking/Pages/default.aspx - Network accessline 50
last_checked_at: 2026-08-10T06:03:41.767Z source_urls: - https://docs.tarabutgateway.io/ - Network accessline 51
source_urls: - https://docs.tarabutgateway.io/ - https://www.tarabut.com/ - Network accessline 52
- https://docs.tarabutgateway.io/ - Network accessline 53
- https://www.tarabut.com/ - Network accessline 59
last_checked_at: 2026-08-10T06:03:41.772Z source_urls: - https://openfinanceuae.atlassian.net/wiki/spaces/APIHubDocsv2/pages/124321813 - Network accessline 61
- https://openfinanceuae.atlassian.net/wiki/spaces/APIHubDocsv2/pages/124321813
skills/mena-open-banking/vendors/bahrain-open-banking.md
skills/mena-open-banking/vendors/dapi.md
- Network accessline 5
- Official docs: https://docs.dapi.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.dapi.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.dapi.com/ - Network accessline 62
- https://docs.dapi.com/
skills/mena-open-banking/vendors/lean-technologies.md
- Network accessline 5
- Official docs: https://docs.leantech.me/docs/creating-a-bank-connection - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.leantech.me/docs/creating-a-bank-connection - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.leantech.me/docs/creating-a-bank-connection - Network accessline 62
- https://docs.leantech.me/ - Network accessline 63
- https://docs.leantech.me/docs/creating-a-bank-connection
skills/mena-open-banking/vendors/salt-edge.md
- Network accessline 5
- Official docs: https://docs.saltedge.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.saltedge.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.saltedge.com/ - Network accessline 62
- https://docs.saltedge.com/
skills/mena-open-banking/vendors/saudi-open-banking-framework.md
- Network accessline 5
- Official docs: Unknown from public docs - Developer portal: https://www.sama.gov.sa/en-US/OpenBanking/Pages/default.aspx - Network accessline 6
- Developer portal: https://www.sama.gov.sa/en-US/OpenBanking/Pages/default.aspx - Network accessline 62
- https://www.sama.gov.sa/en-US/OpenBanking/Pages/default.aspx
skills/mena-open-banking/vendors/tarabut.md
- Network accessline 5
- Official docs: https://www.tarabut.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.tarabut.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.tarabut.com/ - Network accessline 62
- https://docs.tarabutgateway.io/ - Network accessline 63
- https://www.tarabut.com/
skills/mena-open-banking/vendors/uae-open-finance-api-hub.md
- Network accessline 5
- Official docs: https://openfinanceuae.atlassian.net/wiki/spaces/APIHubDocsv2/pages/124321813 - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://openfinanceuae.atlassian.net/wiki/spaces/APIHubDocsv2/pages/124321813 - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://openfinanceuae.atlassian.net/wiki/spaces/APIHubDocsv2/pages/124321813 - Network accessline 62
- https://openfinanceuae.atlassian.net/wiki/spaces/APIHubDocsv2/pages/124321813
skills/mena-partnerships-distribution/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-partnerships-distribution/sources.yml
- Network accessline 22
use_for: country-specific distribution, agent, and procurement caveats with exporter-lens limitations source_urls: - https://www.trade.gov/country-commercial-guides/saudi-arabia-distribution-and-sales-channels - Network accessline 23
source_urls: - https://www.trade.gov/country-commercial-guides/saudi-arabia-distribution-and-sales-channels - https://www.trade.gov/country-commercial-guides/united-arab-emirates-distribution-and-sales-channels - Network accessline 24
- https://www.trade.gov/country-commercial-guides/saudi-arabia-distribution-and-sales-channels - Network accessline 25
- https://www.trade.gov/country-commercial-guides/united-arab-emirates-distribution-and-sales-channels - Network accessline 26
- https://www.trade.gov/country-commercial-guides/egypt-distribution-and-sales-channels - Network accessline 27
- https://www.trade.gov/country-commercial-guides/qatar-distribution-and-sales-channels - Network accessline 32
use_for: public-sector and semi-government procurement caution source_urls: - https://etimad.sa/ - Network accessline 33
source_urls: - https://etimad.sa/ - https://www.mof.gov.sa/en/tenders/Pages/default.aspx - Network accessline 34
- https://etimad.sa/ - Network accessline 35
- https://www.mof.gov.sa/en/tenders/Pages/default.aspx - Network accessline 36
- https://mof.gov.ae/digital-procurement-platform/ - Network accessline 37
- https://mof.gov.ae/supplier-registration/ - Network accessline 38
- https://monaqasat.mof.gov.qa/ - Network accessline 39
- https://etendering.tenderboard.gov.om/ - Network accessline 44
use_for: examples of payment ecosystem partner motions, not proof of terms or acceptance source_urls: - https://paymentservices.amazon.com/partners - Network accessline 45
source_urls: - https://paymentservices.amazon.com/partners - https://www.paytabs.com/en/partners/ - Network accessline 46
- https://paymentservices.amazon.com/partners - Network accessline 47
- https://www.paytabs.com/en/partners/ - Network accessline 48
- https://www.hyperpay.com/partners/ - Network accessline 49
- https://www.tap.company/partners - Network accessline 54
use_for: regulated partnership caution and approval gates source_urls: - https://www.sama.gov.sa/en-US/News/Pages/news-794.aspx - Network accessline 55
source_urls: - https://www.sama.gov.sa/en-US/News/Pages/news-794.aspx - https://sama.gov.sa/en-US/MediaCenter/News/pages/news-1135.aspx - Network accessline 56
- https://www.sama.gov.sa/en-US/News/Pages/news-794.aspx - Network accessline 57
- https://sama.gov.sa/en-US/MediaCenter/News/pages/news-1135.aspx - Network accessline 58
- https://www.cbb.gov.bh/open-banking/ - Network accessline 59
- https://www.centralbank.ae/en/our-operations/fintech-and-digital-transformation/open-finance/ - Network accessline 64
use_for: telecom and communications ecosystem context, not telecom legal advice source_urls: - https://www.gsma.com/solutions-and-impact/technologies/gsma-open-gateway/ - Network accessline 65
source_urls: - https://www.gsma.com/solutions-and-impact/technologies/gsma-open-gateway/ - https://www.unifonic.com/ - Network accessline 66
- https://www.gsma.com/solutions-and-impact/technologies/gsma-open-gateway/ - Network accessline 67
- https://www.unifonic.com/ - Network accessline 68
- https://www.cequens.com/ - Network accessline 73
use_for: examples of logistics and ecommerce delivery ecosystem integrations source_urls: - https://www.aramex.com/ - Network accessline 74
source_urls: - https://www.aramex.com/ - https://www.aramex.com/developers - Network accessline 75
- https://www.aramex.com/ - Network accessline 76
- https://www.aramex.com/developers - Network accessline 77
- https://tryoto.com/ - Network accessline 78
- https://bosta.co/ - Network accessline 83
use_for: channel discovery and co-marketing context, not permission to contact members source_urls: - https://www.dubaichambers.com/ - Network accessline 84
source_urls: - https://www.dubaichambers.com/ - https://www.dubaichambers.com/en/services - Network accessline 85
- https://www.dubaichambers.com/ - Network accessline 86
- https://www.dubaichambers.com/en/services - Network accessline 87
- https://www.dubaichambers.com/en/membership/business-groups-councils - Network accessline 88
- https://www.abudhabichamber.ae/ - Network accessline 89
- https://fsc.org.sa/ - Network accessline 90
- https://www.qatarchamber.com/ - Network accessline 91
- https://www.amchamdubai.org/ - Network accessline 92
- https://www.amcham.org.eg/ - Network accessline 97
use_for: privacy, provenance, consent, and anti-stereotype review gates source_urls: - https://www.nist.gov/privacy-framework - Network accessline 98
source_urls: - https://www.nist.gov/privacy-framework - https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 99
- https://www.nist.gov/privacy-framework - Network accessline 100
- https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 101
- https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence - Network accessline 102
- https://www.unesco.org/en/articles/recommendation-ethics-artificial-intelligence - Network accessline 103
- https://www.oecd.org/en/topics/ai-principles.html
skills/mena-payments/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-payments/sources.yml
- Network accessline 9
last_checked_at: 2026-08-10T06:03:41.756Z source_urls: - https://paymentservices.amazon.com/docs/ - Network accessline 10
source_urls: - https://paymentservices.amazon.com/docs/ - id: amazon-payment-services-payfort - Network accessline 11
- https://paymentservices.amazon.com/docs/ - Network accessline 17
last_checked_at: 2026-08-10T06:03:41.771Z source_urls: - https://paymentservices.amazon.com/docs/ - Network accessline 18
source_urls: - https://paymentservices.amazon.com/docs/ - id: easykash - Network accessline 19
- https://paymentservices.amazon.com/docs/ - Network accessline 25
last_checked_at: 2026-08-10T06:03:41.758Z source_urls: - https://www.easykash.net/ - Network accessline 26
source_urls: - https://www.easykash.net/ - id: fawrypay - Network accessline 27
- https://www.easykash.net/ - Network accessline 33
last_checked_at: 2026-08-10T06:03:41.754Z source_urls: - https://developer.fawrystaging.com/docs/ - Network accessline 34
source_urls: - https://developer.fawrystaging.com/docs/ - https://developer.fawrystaging.com/ - Network accessline 35
- https://developer.fawrystaging.com/docs/ - Network accessline 36
- https://developer.fawrystaging.com/ - Network accessline 42
last_checked_at: 2026-08-10T06:03:41.755Z source_urls: - https://docs.geidea.net/ - Network accessline 43
source_urls: - https://docs.geidea.net/ - https://docs.geidea.net/docs/overview - Network accessline 44
- https://docs.geidea.net/ - Network accessline 45
- https://docs.geidea.net/docs/overview - Network accessline 51
last_checked_at: 2026-08-10T06:03:41.756Z source_urls: - https://docs.hyperpay.com/ - Network accessline 52
source_urls: - https://docs.hyperpay.com/ - https://www.hyperpay.com/integration-guide/ - Network accessline 53
- https://docs.hyperpay.com/ - Network accessline 54
- https://www.hyperpay.com/integration-guide/ - Network accessline 60
last_checked_at: 2026-08-10T06:03:41.757Z source_urls: - https://docs.kashier.io/ - Network accessline 61
source_urls: - https://docs.kashier.io/ - https://www.kashier.io/blog-posts/kashier-api---power-flexibility-simplicity - Network accessline 62
- https://docs.kashier.io/ - Network accessline 63
- https://www.kashier.io/blog-posts/kashier-api---power-flexibility-simplicity - Network accessline 69
last_checked_at: 2026-08-10T06:03:41.756Z source_urls: - https://docs.moyasar.com/ - Network accessline 70
source_urls: - https://docs.moyasar.com/ - id: myfatoorah - Network accessline 71
- https://docs.moyasar.com/ - Network accessline 77
last_checked_at: 2026-08-10T06:03:41.756Z source_urls: - https://docs.myfatoorah.com/ - Network accessline 78
source_urls: - https://docs.myfatoorah.com/ - https://portal.myfatoorah.com/ - Network accessline 79
- https://docs.myfatoorah.com/ - Network accessline 80
- https://portal.myfatoorah.com/ - Network accessline 81
- https://docs.myfatoorah.com/docs/get-started - Network accessline 87
last_checked_at: 2026-08-10T06:03:41.760Z source_urls: - https://developer.paylink.sa/ - Network accessline 88
source_urls: - https://developer.paylink.sa/ - id: paymob - Network accessline 89
- https://developer.paylink.sa/ - Network accessline 95
last_checked_at: 2026-08-10T06:03:41.750Z source_urls: - https://docs.paymob.com/ - Network accessline 96
source_urls: - https://docs.paymob.com/ - https://developers.paymob.com/ - Network accessline 97
- https://docs.paymob.com/ - Network accessline 98
- https://developers.paymob.com/ - Network accessline 99
- https://docs.paymob.com/llms.txt - Network accessline 105
last_checked_at: 2026-08-10T06:03:41.759Z source_urls: - https://paysky.io/ - Network accessline 106
source_urls: - https://paysky.io/ - id: paytabs - Network accessline 107
- https://paysky.io/ - Network accessline 113
last_checked_at: 2026-08-10T06:03:41.755Z source_urls: - https://docs.paytabs.com/ - Network accessline 114
source_urls: - https://docs.paytabs.com/ - id: tap-payments - Network accessline 115
- https://docs.paytabs.com/ - Network accessline 121
last_checked_at: 2026-08-10T06:03:41.755Z source_urls: - https://developers.tap.company/reference/ - Network accessline 122
source_urls: - https://developers.tap.company/reference/ - https://developers.tap.company/ - Network accessline 123
- https://developers.tap.company/reference/ - Network accessline 124
- https://developers.tap.company/ - Network accessline 130
last_checked_at: 2026-08-10T06:03:41.761Z source_urls: - https://www.telr.com/support/knowledge-base/integration-guides/ - Network accessline 132
- https://www.telr.com/support/knowledge-base/integration-guides/
skills/mena-payments/vendors/amazon-payment-services-payfort.md
- Network accessline 5
- Official docs: https://paymentservices.amazon.com/docs/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://paymentservices.amazon.com/docs/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://paymentservices.amazon.com/docs/ - Network accessline 62
- https://paymentservices.amazon.com/docs/
skills/mena-payments/vendors/amazon-payment-services.md
- Network accessline 5
- Official docs: https://paymentservices.amazon.com/docs/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://paymentservices.amazon.com/docs/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://paymentservices.amazon.com/docs/ - Network accessline 62
- https://paymentservices.amazon.com/docs/
skills/mena-payments/vendors/easykash.md
- Network accessline 5
- Official docs: https://www.easykash.net/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.easykash.net/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.easykash.net/ - Network accessline 62
- https://www.easykash.net/
skills/mena-payments/vendors/fawrypay.md
- Network accessline 5
- Official docs: https://developer.fawrystaging.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.fawrystaging.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.fawrystaging.com/ - Network accessline 62
- https://developer.fawrystaging.com/docs/ - Network accessline 63
- https://developer.fawrystaging.com/
skills/mena-payments/vendors/geidea.md
- Network accessline 5
- Official docs: https://docs.geidea.net/docs/overview - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.geidea.net/docs/overview - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.geidea.net/docs/overview - Network accessline 62
- https://docs.geidea.net/ - Network accessline 63
- https://docs.geidea.net/docs/overview
skills/mena-payments/vendors/hyperpay.md
- Network accessline 5
- Official docs: https://www.hyperpay.com/integration-guide/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.hyperpay.com/integration-guide/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.hyperpay.com/integration-guide/ - Network accessline 62
- https://docs.hyperpay.com/ - Network accessline 63
- https://www.hyperpay.com/integration-guide/
skills/mena-payments/vendors/kashier.md
- Network accessline 5
- Official docs: https://www.kashier.io/blog-posts/kashier-api---power-flexibility-simplicity - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.kashier.io/blog-posts/kashier-api---power-flexibility-simplicity - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.kashier.io/blog-posts/kashier-api---power-flexibility-simplicity - Network accessline 62
- https://docs.kashier.io/ - Network accessline 63
- https://www.kashier.io/blog-posts/kashier-api---power-flexibility-simplicity
skills/mena-payments/vendors/moyasar.md
- Network accessline 5
- Official docs: https://docs.moyasar.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.moyasar.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.moyasar.com/ - Network accessline 62
- https://docs.moyasar.com/
skills/mena-payments/vendors/myfatoorah.md
- Network accessline 5
- Official docs: https://docs.myfatoorah.com/docs/get-started - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.myfatoorah.com/docs/get-started - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.myfatoorah.com/docs/get-started - Network accessline 62
- https://docs.myfatoorah.com/ - Network accessline 63
- https://portal.myfatoorah.com/ - Network accessline 64
- https://docs.myfatoorah.com/docs/get-started
skills/mena-payments/vendors/paylink.md
- Network accessline 5
- Official docs: https://developer.paylink.sa/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developer.paylink.sa/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developer.paylink.sa/ - Network accessline 62
- https://developer.paylink.sa/
skills/mena-payments/vendors/paymob.md
- Network accessline 5
- Official docs: https://developers.paymob.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developers.paymob.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developers.paymob.com/ - Network accessline 62
- https://docs.paymob.com/ - Network accessline 63
- https://developers.paymob.com/ - Network accessline 64
- https://docs.paymob.com/llms.txt
skills/mena-payments/vendors/paysky.md
skills/mena-payments/vendors/paytabs.md
- Network accessline 5
- Official docs: https://docs.paytabs.com/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://docs.paytabs.com/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://docs.paytabs.com/ - Network accessline 62
- https://docs.paytabs.com/
skills/mena-payments/vendors/tap-payments.md
- Network accessline 5
- Official docs: https://developers.tap.company/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://developers.tap.company/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://developers.tap.company/ - Network accessline 62
- https://developers.tap.company/reference/ - Network accessline 63
- https://developers.tap.company/
skills/mena-payments/vendors/telr.md
- Network accessline 5
- Official docs: https://www.telr.com/support/knowledge-base/integration-guides/ - Network accessline 6
- Developer portal: Unknown from public docs - API reference: https://www.telr.com/support/knowledge-base/integration-guides/ - OpenAPI: Unknown from public docs - Network accessline 7
- API reference: https://www.telr.com/support/knowledge-base/integration-guides/ - Network accessline 62
- https://www.telr.com/support/knowledge-base/integration-guides/
skills/mena-pricing-packaging/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-pricing-packaging/sources.yml
- Network accessline 9
notes: Public pages show vendor-specific packaging snapshots. Recheck before using exact prices. source_urls: - https://salla.com/plans/ - Network accessline 10
source_urls: - https://salla.com/plans/ - https://salla.com/en/plans/ - Network accessline 11
- https://salla.com/plans/ - Network accessline 12
- https://salla.com/en/plans/ - Network accessline 13
- https://salla.com/en/ai-info/ - Network accessline 14
- https://zid.sa/en/pricing/ - Network accessline 15
- https://zid.sa/en/legal/terms-conditions/ - Network accessline 16
- https://www.qoyod.com/pricing/ - Network accessline 17
- https://www.qoyod.com/en/blog/e-invoicing/e-invoice-program-costs/ - Network accessline 18
- https://help.wafeq.com/hc/en-sa/articles/22187364508700-What-are-your-pricing-plans-and-available-packages - Network accessline 19
- https://www.wafeq.com/en/business-hub/for-business/the-ultimate-guide-to-accounting-software-pricing-in-saudi-arabia - Network accessline 20
- https://www.daftra.com/en/plans - Network accessline 21
- https://www.daftra.com/plans - Network accessline 22
- https://www.daftra.com/en/hub/accounting-software-prices - Network accessline 23
- https://rewaa.com/pricing/ - Network accessline 24
- https://help.foodics.com/hc/en-us/articles/9526937173020-Foodics-Plans-Pricing-and-How-to-Subscribe - Network accessline 25
- https://www.jisr.net/en/pricing - Network accessline 26
- https://www.jisr.net/en/plans - Network accessline 27
- https://www.jisr.net/ar/pricing/ - Network accessline 28
- https://www.zenhr.com/en/faqs - Network accessline 29
- https://osn.zenhr.com/en/price-quote - Network accessline 30
- https://www.zenhr.com/en/request-demo - Network accessline 31
- https://www.bayzat.com/ - Network accessline 32
- https://www.ziwo.io/pricing/ - Network accessline 33
- https://www.ziwo.io/ar/pricing/ - Network accessline 34
- https://maqsam.com/pricing - Network accessline 35
- https://www.unifonic.com/en/pricing - Network accessline 36
- https://www.unifonic.com/ar/pricing - Network accessline 37
- https://www.cequens.com/pricing - Network accessline 40
notes: Provider-specific facts only. Merchant rates and exact terms may be contract-only. source_urls: - https://tabby.sa/en-SA/help-business/about-tabby/pricing - Network accessline 41
source_urls: - https://tabby.sa/en-SA/help-business/about-tabby/pricing - https://tabby.sa/en-AE/business - Network accessline 42
- https://tabby.sa/en-SA/help-business/about-tabby/pricing - Network accessline 43
- https://tabby.sa/en-AE/business - Network accessline 44
- https://support.tabby.ai/l/en/article/0cihbyu60q-are-there-any-fees-on-using-tabby - Network accessline 45
- https://tamara.co/en-ae/bnpl-for-businesses - Network accessline 46
- https://tamarapay.zendesk.com/hc/en-us/articles/21035596426898-Do-all-orders-include-Tamara-processing-fees - Network accessline 47
- https://tamara.co/en-SA/merchant-terms-and-conditions - Network accessline 48
- https://help.salla.sa/en/article/enabling-the-bnpl-tamara/goka3pendumlu3su9qorkjkj - Network accessline 49
- https://paymentservices.amazon.com/ - Network accessline 50
- https://www.worldpay.com/en-gb/global-payments-report - Network accessline 51
- https://www.checkout.com/guides-and-reports/the-state-of-digital-commerce-in-mena-2024 - Network accessline 52
- https://www.checkout.com/newsroom/checkout-coms-4th-annual-mena-report-finds-cash-on-delivery-usage-halved-amongst-maturing-digital-economy - Network accessline 53
- https://sama.gov.sa/en-US/MediaCenter/News/pages/news-1139.aspx - Network accessline 56
notes: Official tax sources. Still require jurisdiction-specific review before final tax wording. source_urls: - https://zatca.gov.sa/en/RulesRegulations/VAT/Pages/default.aspx - Network accessline 57
source_urls: - https://zatca.gov.sa/en/RulesRegulations/VAT/Pages/default.aspx - https://www.zatca.gov.sa/en/RulesRegulations/Taxes/Pages/VATLaw.aspx - Network accessline 58
- https://zatca.gov.sa/en/RulesRegulations/VAT/Pages/default.aspx - Network accessline 59
- https://www.zatca.gov.sa/en/RulesRegulations/Taxes/Pages/VATLaw.aspx - Network accessline 60
- https://zatca.gov.sa/en/HelpCenter/guidelines/Documents/Business%20promotions.pdf - Network accessline 61
- https://www.zatca.gov.sa/en/HelpCenter/guidelines/Documents/VAT_Digital_Economy_Guidebook_Egnlish.pdf - Network accessline 62
- https://tax.gov.ae/DataFolder/Files/Pdf/2022/Get%20to%20know%20your%20Tax%20Obligations.pdf - Network accessline 63
- https://tax.gov.ae/ftatacsoft5cms/DataFolder/Files/Pdf/Infographic/TAX%20invoice%20Eng.pdf - Network accessline 64
- https://tax.gov.ae/en/services/vat.registration.aspx - Network accessline 65
- https://tms.taxoman.gov.om/portal/web/taxportal/vat-faqs - Network accessline 66
- https://tms.taxoman.gov.om/portal/web/taxportal/tax-rate - Network accessline 67
- https://taxoman.gov.om/portal/documents/20126/1414820/VAT%2BTaxpayer%2BGuide%2B%28Electronic%2BCommerce%29.pdf/70d52b04-4177-2fe8-2d1c-836d6d831466 - Network accessline 68
- https://bh.bh/new/en/business-vat_en.html - Network accessline 69
- https://s3-me-south-1.amazonaws.com/nbrproduserdata-bh/media/LtvgWTbqPEAIKuJWu68TRXO4Ez5pCK9idYAUWAhS.pdf - Network accessline 70
- https://gta.gov.qa/en/investors-guide - Network accessline 71
- https://www.gta.gov.qa/assets/pdf/GCC%20VAT%20Agreement-EN.pdf - Network accessline 74
notes: Official procurement sources for supplier registration and tender/quote context. source_urls: - https://etimad.sa/ - Network accessline 75
source_urls: - https://etimad.sa/ - https://zatca.gov.sa/en/AboutUs/Pages/Procurement-and-Tenders.aspx - Network accessline 76
- https://etimad.sa/ - Network accessline 77
- https://zatca.gov.sa/en/AboutUs/Pages/Procurement-and-Tenders.aspx - Network accessline 78
- https://dga.gov.sa/en/listing-services/supplier-interest-registration - Network accessline 79
- https://mof.gov.ae/en/public-finance/government-procurement/digital-procurement-platform/ - Network accessline 80
- https://mof.gov.ae/en/public-finance/government-procurement/federal-supplier-register/ - Network accessline 81
- https://mof.gov.ae/en/services/register-suppliers-in-the-federal-supplier-register/ - Network accessline 82
- https://monaqasat.mof.gov.qa/ - Network accessline 85
notes: Use as context or hypotheses, not as exact price guidance. source_urls: - https://monshaat.gov.sa/en/ecommerce - Network accessline 86
source_urls: - https://monshaat.gov.sa/en/ecommerce - https://www.monshaat.gov.sa/sites/default/files/2024-08/monsha%E2%80%99at_e_commerce_thematic_report_en.pdf - Network accessline 87
- https://monshaat.gov.sa/en/ecommerce - Network accessline 88
- https://www.monshaat.gov.sa/sites/default/files/2024-08/monsha%E2%80%99at_e_commerce_thematic_report_en.pdf - Network accessline 89
- https://www.monshaat.gov.sa/en/publications - Network accessline 90
- https://data.worldbank.org/?locations=EG-AE-SA-KW-JO-QA-BH-OM - Network accessline 91
- https://data.worldbank.org/indicator/IT.NET.USER.ZS - Network accessline 92
- https://www.worldbank.org/en/research/brief/inflation-database - Network accessline 93
- https://www.gsma.com/mobileeconomy/mena/ - Network accessline 96
notes: Use only as prompts for interviews or hypotheses unless corroborated. source_urls: - https://www.jisr.net/en/pricing - Network accessline 97
source_urls: - https://www.jisr.net/en/pricing - https://www.jisr.net/en/referral-program - Network accessline 98
- https://www.jisr.net/en/pricing - Network accessline 99
- https://www.jisr.net/en/referral-program - Network accessline 100
- https://www.zenhr.com/en/request-demo - Network accessline 101
- https://salla.com/en/ai-info/ - Network accessline 102
- https://www.cequens.com/pricing - Network accessline 103
- https://www.wamda.com/research/pdf/state-subscription-businesses-mena - Network accessline 104
- https://menasaas.io/en/blog/saas-pricing-strategy-mena
skills/mena-product-localization/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-product-localization/scripts/locale_format_examples.js
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-product-localization/scripts/phone_format_examples.js
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-product-localization/scripts/rtl_copy_lint.js
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-product-localization/sources.yml
- Network accessline 9
notes: Primary standards for bidi, CLDR, Arabic layout, accessibility, and language tags. source_urls: - https://www.unicode.org/reports/tr9/ - Network accessline 10
source_urls: - https://www.unicode.org/reports/tr9/ - https://www.unicode.org/reports/tr35/ - Network accessline 11
- https://www.unicode.org/reports/tr9/ - Network accessline 12
- https://www.unicode.org/reports/tr35/ - Network accessline 13
- https://www.unicode.org/cldr/charts/latest/supplemental/language_plural_rules.html - Network accessline 14
- https://www.unicode.org/reports/tr35/tr35-numbers.html - Network accessline 15
- https://www.unicode.org/reports/tr35/tr35-dates.html - Network accessline 16
- https://www.w3.org/TR/alreq/ - Network accessline 17
- https://www.w3.org/International/articles/inline-bidi-markup/ - Network accessline 18
- https://www.w3.org/International/questions/qa-html-dir - Network accessline 19
- https://www.w3.org/International/articles/language-tags/ - Network accessline 20
- https://www.w3.org/International/questions/qa-personal-names - Network accessline 21
- https://www.w3.org/TR/WCAG22/ - Network accessline 22
- https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_logical_properties_and_values - Network accessline 25
notes: Use these for locale formatting, plurals, phone parsing, and country address metadata. source_urls: - https://github.com/google/libphonenumber - Network accessline 26
source_urls: - https://github.com/google/libphonenumber - https://github.com/google/libaddressinput - Network accessline 27
- https://github.com/google/libphonenumber - Network accessline 28
- https://github.com/google/libaddressinput - Network accessline 29
- https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Intl/NumberFormat - Network accessline 30
- https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Intl/DateTimeFormat - Network accessline 31
- https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Intl/PluralRules - Network accessline 32
- https://tc39.es/ecma402/ - Network accessline 33
- https://www.i18next.com/translation-function/plurals - Network accessline 34
- https://www.i18next.com/overview/api#dir - Network accessline 35
- https://www.i18next.com/translation-function/formatting - Network accessline 36
- https://formatjs.github.io/docs/intl/ - Network accessline 37
- https://formatjs.github.io/docs/core-concepts/icu-syntax/ - Network accessline 40
notes: Use for routing and risk detection. Do not make compliance claims without the owning skill and expert review. source_urls: - https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - Network accessline 41
source_urls: - https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - Network accessline 42
- https://zatca.gov.sa/en/E-Invoicing/SystemsDevelopers/Pages/default.aspx - Network accessline 43
- https://zatca.gov.sa/en/E-Invoicing/Pages/default.aspx - Network accessline 44
- https://tax.gov.ae/en/e-invoicing.aspx - Network accessline 45
- https://tax.gov.ae/en/vat.aspx - Network accessline 46
- https://sdk.invoicing.eta.gov.eg/ - Network accessline 47
- https://www.nbr.gov.bh/ - Network accessline 48
- https://paymentservices.amazon.com/docs/ - Network accessline 49
- https://docs.paymob.com/ - Network accessline 50
- https://developer.fawrystaging.com/docs/ - Network accessline 51
- https://docs.moyasar.com/ - Network accessline 52
- https://developers.tap.company/reference/ - Network accessline 53
- https://splonline.com.sa/en/national-address-api/ - Network accessline 54
- https://apiportal.government.ae/ - Network accessline 55
- https://docs.uaepass.ae/ - Network accessline 56
- https://www.iam.gov.sa/ - Network accessline 59
notes: Use as high-level risk context, not jurisdiction-specific legal advice. source_urls: - https://dgp.sdaia.gov.sa/ - Network accessline 60
source_urls: - https://dgp.sdaia.gov.sa/ - https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws - Network accessline 61
- https://dgp.sdaia.gov.sa/ - Network accessline 62
- https://u.ae/en/about-the-uae/digital-uae/data/data-protection-laws - Network accessline 63
- https://mc.gov.sa/ - Network accessline 64
- https://www.moec.gov.ae/en/consumer-protection - Network accessline 65
- https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 66
- https://transparency.meta.com/policies/ad-standards/
skills/mena-sales-playbooks/scripts/list-vendors.mjs
- Executable scriptline 1
#!/usr/bin/env node
skills/mena-sales-playbooks/sources.yml
- Network accessline 21
use_for: business-environment and firm-level context, not sales-script norms source_urls: - https://www.enterprisesurveys.org/en/data - Network accessline 22
source_urls: - https://www.enterprisesurveys.org/en/data - https://www.enterprisesurveys.org/en/methodology - Network accessline 23
- https://www.enterprisesurveys.org/en/data - Network accessline 24
- https://www.enterprisesurveys.org/en/methodology - Network accessline 29
use_for: country-specific sales channel and procurement caveats with exporter-lens limitations source_urls: - https://www.trade.gov/country-commercial-guides/saudi-arabia-selling-factors-and-techniques - Network accessline 30
source_urls: - https://www.trade.gov/country-commercial-guides/saudi-arabia-selling-factors-and-techniques - https://www.trade.gov/country-commercial-guides/saudi-arabia-distribution-and-sales-channels - Network accessline 31
- https://www.trade.gov/country-commercial-guides/saudi-arabia-selling-factors-and-techniques - Network accessline 32
- https://www.trade.gov/country-commercial-guides/saudi-arabia-distribution-and-sales-channels - Network accessline 33
- https://www.trade.gov/country-commercial-guides/united-arab-emirates-selling-factors-and-techniques - Network accessline 34
- https://www.trade.gov/country-commercial-guides/united-arab-emirates-distribution-and-sales-channels - Network accessline 35
- https://www.trade.gov/country-commercial-guides/egypt-selling-factors-and-techniques - Network accessline 36
- https://www.trade.gov/country-commercial-guides/egypt-distribution-and-sales-channels - Network accessline 37
- https://www.trade.gov/country-commercial-guides/qatar-selling-factors-and-techniques - Network accessline 38
- https://www.trade.gov/country-commercial-guides/qatar-distribution-and-sales-channels - Network accessline 43
use_for: procurement route caution; tender-specific requirements still need review source_urls: - https://etimad.sa/ - Network accessline 44
source_urls: - https://etimad.sa/ - https://www.mof.gov.sa/en/tenders/Pages/default.aspx - Network accessline 45
- https://etimad.sa/ - Network accessline 46
- https://www.mof.gov.sa/en/tenders/Pages/default.aspx - Network accessline 47
- https://mof.gov.ae/digital-procurement-platform/ - Network accessline 48
- https://mof.gov.ae/supplier-registration/ - Network accessline 49
- https://monaqasat.mof.gov.qa/ - Network accessline 50
- https://etendering.tenderboard.gov.om/ - Network accessline 55
use_for: message templates, messaging limits, conversation categories, policy checks, and no-unsolicited automation caveats source_urls: - https://www.whatsapp.com/legal/business-policy/ - Network accessline 56
source_urls: - https://www.whatsapp.com/legal/business-policy/ - https://developers.facebook.com/docs/whatsapp/business-management-api/message-templates/ - Network accessline 57
- https://www.whatsapp.com/legal/business-policy/ - Network accessline 58
- https://developers.facebook.com/docs/whatsapp/business-management-api/message-templates/ - Network accessline 59
- https://developers.facebook.com/docs/whatsapp/messaging-limits/ - Network accessline 60
- https://developers.facebook.com/docs/whatsapp/pricing/ - Network accessline 65
use_for: privacy review triggers for contact lists, CRM data, and outbound messaging source_urls: - https://ai.gov.ae/personal-data-protection-law/ - Network accessline 66
source_urls: - https://ai.gov.ae/personal-data-protection-law/ - https://uaelegislation.gov.ae/ - Network accessline 67
- https://ai.gov.ae/personal-data-protection-law/ - Network accessline 68
- https://uaelegislation.gov.ae/ - Network accessline 69
- https://dgp.sdaia.gov.sa/wps/portal/pdp/ - Network accessline 70
- https://dga.gov.sa/en/information-policy - Network accessline 71
- https://www.difc.ae/business/operating/data-protection/ - Network accessline 76
use_for: market discovery and business-network context, not proof of permission to contact members source_urls: - https://www.dubaichambers.com/ - Network accessline 77
source_urls: - https://www.dubaichambers.com/ - https://www.dubaichambers.com/en/membership/business-groups-councils - Network accessline 78
- https://www.dubaichambers.com/ - Network accessline 79
- https://www.dubaichambers.com/en/membership/business-groups-councils - Network accessline 80
- https://www.abudhabichamber.ae/ - Network accessline 81
- https://fsc.org.sa/ - Network accessline 82
- https://www.qatarchamber.com/ - Network accessline 83
- https://www.amchamdubai.org/ - Network accessline 84
- https://www.amcham.org.eg/ - Network accessline 89
use_for: market context and hypothesis generation only source_urls: - https://www.gsmaintelligence.com/research/the-mobile-economy-middle-east-and-north-africa-2025 - Network accessline 90
source_urls: - https://www.gsmaintelligence.com/research/the-mobile-economy-middle-east-and-north-africa-2025 - https://www.monshaat.gov.sa/en/publications - Network accessline 91
- https://www.gsmaintelligence.com/research/the-mobile-economy-middle-east-and-north-africa-2025 - Network accessline 92
- https://www.monshaat.gov.sa/en/publications - Network accessline 93
- https://www.dubaichambers.com/en/resources/reports - Network accessline 94
- https://fintechsaudi.com/ - Network accessline 95
- https://startupgenome.com/report/gser2025 - Network accessline 96
- https://magnitt.com/research - Network accessline 101
use_for: anti-stereotype, privacy, provenance, and review-gating rules source_urls: - https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 102
source_urls: - https://www.nist.gov/itl/ai-risk-management-framework - https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence - Network accessline 103
- https://www.nist.gov/itl/ai-risk-management-framework - Network accessline 104
- https://www.nist.gov/publications/artificial-intelligence-risk-management-framework-generative-artificial-intelligence - Network accessline 105
- https://www.unesco.org/en/articles/recommendation-ethics-artificial-intelligence - Network accessline 106
- https://www.oecd.org/en/topics/ai-principles.html - Network accessline 107
- https://www.nist.gov/privacy-framework
skills/seo-aeo-geo/sources.yml
- Network accessline 2
last_checked_at: "2026-05-28T00:00:00.000Z" source_urls: - https://developers.google.com/search/docs/appearance/ai-features - Network accessline 3
source_urls: - https://developers.google.com/search/docs/appearance/ai-features - https://developers.google.com/search/docs/fundamentals/creating-helpful-content - Network accessline 4
- https://developers.google.com/search/docs/appearance/ai-features - Network accessline 5
- https://developers.google.com/search/docs/fundamentals/creating-helpful-content - Network accessline 6
- https://developers.google.com/search/docs/appearance/structured-data/sd-policies - Network accessline 7
- https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap - Network accessline 8
- https://help.openai.com/en/articles/20001243-advertiser-guidance-for-allowing-openai-web-crawlers - Network accessline 9
- https://docs.perplexity.ai/docs/resources/perplexity-crawlers - Network accessline 10
- https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler - Network accessline 11
- https://llmstxt.org/ - Network accessline 12
- https://arxiv.org/abs/2311.09735 - Network accessline 14
- id: google-ai-features title: Google AI features and your website url: https://developers.google.com/search/docs/appearance/ai-features - Network accessline 15
title: Google AI features and your website url: https://developers.google.com/search/docs/appearance/ai-features type: official_source - Network accessline 16
url: https://developers.google.com/search/docs/appearance/ai-features - Network accessline 20
- id: google-helpful-content title: Google people-first content guidance url: https://developers.google.com/search/docs/fundamentals/creating-helpful-content - Network accessline 21
title: Google people-first content guidance url: https://developers.google.com/search/docs/fundamentals/creating-helpful-content type: official_source - Network accessline 22
url: https://developers.google.com/search/docs/fundamentals/creating-helpful-content - Network accessline 26
- id: google-structured-data title: Google structured data policies url: https://developers.google.com/search/docs/appearance/structured-data/sd-policies - Network accessline 27
title: Google structured data policies url: https://developers.google.com/search/docs/appearance/structured-data/sd-policies type: official_source - Network accessline 28
url: https://developers.google.com/search/docs/appearance/structured-data/sd-policies - Network accessline 32
- id: google-sitemaps title: Google sitemap guidance url: https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap - Network accessline 33
title: Google sitemap guidance url: https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap type: official_source - Network accessline 34
url: https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap - Network accessline 38
- id: openai-crawlers title: OpenAI crawler guidance url: https://help.openai.com/en/articles/20001243-advertiser-guidance-for-allowing-openai-web-crawlers - Network accessline 39
title: OpenAI crawler guidance url: https://help.openai.com/en/articles/20001243-advertiser-guidance-for-allowing-openai-web-crawlers type: platform_docs - Network accessline 40
url: https://help.openai.com/en/articles/20001243-advertiser-guidance-for-allowing-openai-web-crawlers - Network accessline 44
- id: perplexity-crawlers title: Perplexity crawler documentation url: https://docs.perplexity.ai/docs/resources/perplexity-crawlers - Network accessline 45
title: Perplexity crawler documentation url: https://docs.perplexity.ai/docs/resources/perplexity-crawlers type: platform_docs - Network accessline 46
url: https://docs.perplexity.ai/docs/resources/perplexity-crawlers - Network accessline 50
- id: anthropic-crawlers title: Anthropic crawler documentation url: https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler - Network accessline 51
title: Anthropic crawler documentation url: https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler type: platform_docs - Network accessline 52
url: https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler - Network accessline 56
- id: llms-txt title: llms.txt proposal url: https://llmstxt.org/ - Network accessline 57
title: llms.txt proposal url: https://llmstxt.org/ type: proposal - Network accessline 58
url: https://llmstxt.org/ - Network accessline 62
- id: geo-paper title: Generative Engine Optimization paper url: https://arxiv.org/abs/2311.09735 - Network accessline 63
title: Generative Engine Optimization paper url: https://arxiv.org/abs/2311.09735 type: academic_source - Network accessline 64
url: https://arxiv.org/abs/2311.09735
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 500 facts
- Executable script in code of a file that runsarab-einvoicing-tax/scripts/list-vendors.mjs:1High confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/bahrain-national-bureau-for-revenue.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/bahrain-national-bureau-for-revenue.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/bahrain-national-bureau-for-revenue.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-invoicing.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-invoicing.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-invoicing.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-invoicing.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-receipt.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-receipt.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-receipt.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egypt-eta-e-receipt.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egyptian-tax-authority-einvoicing-ereceipt-sdk.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egyptian-tax-authority-einvoicing-ereceipt-sdk.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egyptian-tax-authority-einvoicing-ereceipt-sdk.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/egyptian-tax-authority-einvoicing-ereceipt-sdk.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/jordan-jofotara.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/jordan-jofotara.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/jordan-jofotara.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/jordan-jofotara.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/jordan-jofotara.md:63Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/saudi-zatca-fatoora.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/saudi-zatca-fatoora.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/saudi-zatca-fatoora.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/saudi-zatca-fatoora.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-einvoicing-framework.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-einvoicing-framework.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-einvoicing-framework.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-einvoicing-framework.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-fta-e-invoicing.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-fta-e-invoicing.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/uae-fta-e-invoicing.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/wafeq-zatca-api.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/wafeq-zatca-api.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/wafeq-zatca-api.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/wafeq-zatca-api.md:62Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/zatca-fatoora-developer-portal.md:5Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/zatca-fatoora-developer-portal.md:6Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/zatca-fatoora-developer-portal.md:7Low confidence
- Network access in prose of documentationarab-einvoicing-tax/vendors/zatca-fatoora-developer-portal.md:62Low confidence
- Executable script in code of a file that runsarab-identity-gov/scripts/list-vendors.mjs:1High confidence
- Network access in prose of documentationarab-identity-gov/vendors/makani.md:5Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/makani.md:6Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/makani.md:62Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/nafath.md:5Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/nafath.md:6Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/nafath.md:7Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/nafath.md:62Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/nafath.md:63Low confidence
- Network access in prose of documentationarab-identity-gov/vendors/saudi-national-address.md:5Low confidence
and 450 more
Only the first 500 facts are listed.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/arab-einvoicing-tax/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Native | Manifest AGENTS.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/arab-einvoicing-tax/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/arab-einvoicing-tax/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/arab-einvoicing-tax/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/arab-einvoicing-tax/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.