squadcoder

Use when you want to evolve your own capabilities — create new tools to avoid repeating patterns, add hooks to improve your own behavior, build skills to accumulate domain knowledge, or override built-in tools to adapt to project needs. This is your self-iteration interface.

Turn a design reference into matching, production code and keep code in sync with the design. Ingest a screenshot, Figma export, design-tokens file, or a design URL; extract colors/spacing/type/radii; map them onto the project's existing design-system tokens (reuse, don't duplicate); generate or update components; then verify visual parity with a screenshot. RTL/Hebrew-aware. Activate for: design to code, sync design, match this design, implement this Figma, pixel-perfect, design tokens, design handoff, עיצוב לקוד, סנכרון עיצוב, התאמה לעיצוב, פיגמה.

Semantic codebase search & indexing (Cursor-style). When a question is conceptual ('where is X handled', 'find everything related to auth') or the codebase is large/unfamiliar, index it once with the code-memory tools and use semantic search instead of blind grep — then verify hits by reading the real files. Activate for: where is this implemented, find where, search the codebase, semantic search, index the codebase, find all usages of, how does X work, איפה זה מטופל, חפש בקוד, אינדקס לקוד, חיפוש סמנטי, מצא את כל המקומות.

Deploy / sync the current LOCAL workspace to its linked REMOTE host over SSH, and manage that remote (create dirs, run commands, restart services) — all from the local workspace. Use when the user asks to deploy, push to production, sync to the server/remote, ship, release, or "handle the remote". Reads the per-workspace link from .squadcoder/remote.json. Security-first: never ships secrets, dry-runs first, confirms destructive actions. Auto-fires on: deploy, push to production, ship it, release, sync to remote, deploy to relay, manage the server, פרוס, העלה לשרת, דחוף לפרודקשן.

Review a diff or PR like a senior engineer: correctness and edge cases first, then security, performance, readability, and tests — with severity-tagged, actionable findings tied to specific lines. Prioritizes real bugs over style nits and verifies claims against the code. Activate for: review this code, code review, review my PR, review the diff, find bugs, security review, סקירת קוד, בדיקת קוד, ביקורת קוד.

Design and build a production MCP (Model Context Protocol) server: pick stdio vs HTTP transport, define tools/resources/prompts with strict input schemas, handle auth and secrets safely, and ship it. Covers Node/TypeScript and Python SDKs, error handling, and how to register it in an opencode/Claude/Codex config. Activate for: build an MCP, MCP server, model context protocol, add a tool server, expose an API as MCP, MCP טו‎ול, שרת MCP.

Test a web app end-to-end with Playwright: drive real flows, assert on visible state, catch console/network errors, and do visual + RTL/Hebrew checks. Covers writing resilient selectors (roles/text over CSS), waiting on conditions (never sleeps), screenshot diffing, and a quick smoke pass before shipping. Activate for: test the web app, e2e test, playwright, browser test, check the UI, visual regression, smoke test, בדיקת אתר, בדיקות אוטומציה, בדיקת ממשק.

Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, Instagram, Google Display, website hero, print. Styles: minimalist, gradient, bold typography, photo-based, illustrated, geometric, retro, glassmorphism, 3D, neon, duotone, editorial, collage. Uses ui-ux-pro-max, frontend-design, ai-artist, ai-multimodal skills. Activate for: באנר, עיצוב באנר, באנר לפייסבוק, באנר לאינסטגרם, קריאייטיב, מודעה, פרסומת, תמונת נושא, עיצוב גרפי.

Fetch and analyze Bank of Israel (BOI) economic data: interest rates, CPI (madad hamchirim), exchange rates (sha'ar yatzig), and CBS statistics. Use when user asks about BOI interest rate, ribit Bank Israel, exchange rates, sha'ar yatzig, CPI index, madad, inflation data, or Israeli economic indicators. Foundation skill for Israeli financial analytics. Provides API access to the BOI SDMX API at edge.boi.gov.il and CBS data. Do NOT use for stock market data (use tase-stock-analysis instead) or for currency conversion (use shekel-currency-converter instead). Activate for: בנק ישראל, ריבית בנק ישראל, ריבית במשק, מדד המחירים לצרכן, מדד, אינפלציה, שער יציג, שערי חליפין, הלמ״ס, נתונים כלכליים, אינדיקטורים כלכליים.

Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing assets, brand compliance, style guides. Activate for: מותג, זהות מותגית, שפה מותגית, טון דיבור, מסרים שיווקיים, נכסי מותג, מדריך סגנון, עקביות מותג, ברנדינג.

Integrate Cardcom payment processing and Israeli invoice generation into applications, covering Low Profile payments, tokenization, recurring billing, and automatic tax invoice/receipt creation per Israeli law. Use when user asks to accept payments via Cardcom, generate Israeli invoices with payments, set up "slikat ashrai" with hashbonit, handle recurring billing (hora'ot keva), or mentions "Cardcom", "CardCom API", "Low Profile", Israeli payment with invoicing, or needs combined payment plus document generation. Targets the REST API V11. Do NOT use for Tranzila integration (use tranzila-payment-gateway), general accounting, or non-payment queries. Activate for: קארדקום, סליקת אשראי, סליקה, חשבונית מס, קבלה, הפקת חשבונית, חיוב חוזר, הוראת קבע, טוקניזציה, אמצעי תשלום ישראלי.

Manage media assets through Cloudinary's REST API -- upload, transform, optimize, and deliver images and videos. Use when user asks about image upload, media optimization, image transformations, responsive images, video management, CDN delivery, or mentions Cloudinary specifically. Covers Upload API, Admin API, URL-based transformations, AI-powered effects (gen_remove, gen_replace, background removal), and delivery optimization. Israeli-founded (2012) with R&D in Petah Tikva; global HQ in San Jose, California. Do NOT use for non-Cloudinary media hosting or local image processing without cloud upload. Activate for: קלאודינרי, העלאת תמונות, אחסון תמונות, אופטימיזציה של תמונות, עיבוד תמונה, ניהול מדיה, וידאו, הסרת רקע, רשת הפצת תוכן, תמונות רספונסיביות.

CI/CD workflow templates tailored for Israeli development teams, including Shabbat/holiday-aware deployment schedules ("shabbat deploy freeze", "hakpaaat prisa"), Hebrew Slack/Teams notifications, Israeli compliance checks (IS-5568 accessibility, Privacy Protection Authority), Monday.com issue sync, and reusable composite actions for Israeli startup stacks. Use when user asks to "set up CI/CD for Israeli team", "add Shabbat deploy freeze", "configure Hebrew notifications in GitHub Actions", "hakpaat prisa beshabbat", "add IS-5568 check to pipeline", "Israeli compliance CI", or "create workflow for Vercel fra1". Supports Israeli work week (Sunday-Thursday) scheduling and Hebrew locale awareness. Do NOT use for JFrog Artifactory pipelines (use jfrog-devops), general GitHub repository management, non-CI/CD GitHub Actions, or Jenkins/CircleCI/GitLab CI configurations. Activate for: גיטהאב אקשנס, צינור פריסה, אינטגרציה רציפה, הקפאת פריסה בשבת, פריסה אוטומטית, התראות בעברית, נגישות תקן ישראלי, רשות הגנת הפרטיות, שב

Integrate Grow by Meshulam payment gateway into Israeli applications -- covers payment pages (iframe/redirect/SDK), tokenization, recurring billing, payment links, refunds, invoices, webhooks, and 3DS authentication via the Grow Light API. Use when user asks to accept payments via Grow or Meshulam, set up "slikat ashrai" with Grow, create payment links (drishat tashlum), handle recurring charges (hora'ot keva) via Grow tokens, process refunds or Bit cancellations, integrate Grow webhooks, or mentions "Grow", "Meshulam", "grow-il", "meshulam.co.il", Grow payment page, or Grow API. Prevents costly integration mistakes by guiding correct FormData request format, server-side-only restrictions, and the mandatory approveTransaction step that many developers miss. Do NOT use for Cardcom integration (use cardcom-payment-gateway), Tranzila integration (use tranzila-payment-gateway), general payment orchestration across multiple gateways (use israeli-payment-orchestrator), or non-payment queries. Activate for: גרואו, מ

Build conversational AI chatbots with native Hebrew support, including WhatsApp Business API integration, Telegram bot scaffolding, web chat widgets, Hebrew NLP patterns, and RTL chat UI components. Prevents common Hebrew chatbot mistakes like broken RTL alignment, incorrect gender inflections, and poor tokenization of prefixed prepositions that break intent detection. Use when user asks to "build a Hebrew chatbot", "integrate WhatsApp bot in Hebrew", "binui bot b'ivrit", or design conversation flows for Hebrew speakers. Covers intent detection for Hebrew morphology, entity extraction for Israeli data (NIS amounts, phone numbers, dates), and gender-aware responses. Do NOT use for non-Hebrew chatbots or general NLP pipelines without a Hebrew component. Activate for: צ'אטבוט, בוט בעברית, בוט וואטסאפ, בוט טלגרם, ויטג'ט צ'אט, זרימת שיחה, מענה אוטומטי, עוזר וירטואלי.

Write and edit professional content in Hebrew including marketing copy, UX text, articles, emails, and social media posts. Use when user asks to write in Hebrew, "ktov b'ivrit", create Hebrew marketing content, edit Hebrew text, write Hebrew UX copy, or optimize Hebrew content for SEO. Covers grammar rules, register from formal to dugri, mixed Hebrew/English, gendered language, nikud and numerals, and Hebrew SEO best practices. Do NOT use for Hebrew NLP/ML tasks (use hebrew-nlp-toolkit) or translation (use a translation skill). Activate for: כתיבה בעברית, תוכן שיווקי, קופירייטינג, ניסוח, עריכת טקסט, פוסט לרשתות, תיאור מוצר, מאמר בעברית, מייל שיווקי.

Generate professional Hebrew documents including PDF, DOCX, and PPTX with full RTL support and proper Hebrew typography. Use when user asks to create Hebrew PDF, generate Israeli business documents, "lehafik heshbonit", "litstor hozeh", build Hebrew Word document, create Hebrew PowerPoint, or produce Israeli templates such as Heshbonit Mas (tax invoice), Hozeh (contract), Hatza'at Mechir (proposal), or Protokol (meeting minutes). Covers reportlab, WeasyPrint, python-docx, and pptxgenjs with bidi paragraph support. Do NOT use for OCR or reading existing documents (use hebrew-ocr-forms instead). Activate for: יצירת מסמך, חשבונית מס, חוזה, הצעת מחיר, פרוטוקול, מסמך וורד, מצגת, קובץ PDF בעברית, תבנית מסמך.

Implement comprehensive Hebrew internationalization (i18n) patterns for web and mobile applications. Use when user asks about Hebrew localization, "beinle'umiyut", i18n for Israeli apps, Hebrew plural forms, Hebrew date formatting, RTL CSS logical properties, bidirectional text handling, React/Vue/Angular/Next.js RTL integration, Tailwind CSS RTL, or next-intl setup. Covers Hebrew pluralization rules, date and number formatting for Israel, RTL-first CSS, Tailwind RTL utilities, and bidi text algorithms. Do NOT use for NLP or content writing (use hebrew-nlp-toolkit or hebrew-content-writer instead). Activate for: בינאום, לוקליזציה, תרגום ממשק, תמיכה בעברית, RTL, ימין לשמאל, פורמט תאריך, צורות רבים, קבצי שפה.

Benchmark and compare LLMs on Hebrew reasoning, comprehension, sentiment, translation, and Israeli cultural knowledge. Wraps the HuggingFace Open Hebrew LLM Leaderboard tasks (HeQ reading comprehension, HebrewSentiment, Hebrew Winograd, NeuLabs-TedTalks translation) plus DictaLM 3.0 benchmark tasks (Summarization, Nikud diacritization, Israeli Trivia) into a reproducible evaluation harness. Runs evals against Claude, GPT, Gemini, AI21 Jamba, DictaLM, Llama, and local HuggingFace models. Produces comparison scorecards in JSON and markdown with per-task breakdowns. Use when choosing an LLM for a Hebrew product, answering procurement questions about Hebrew performance, validating a fine-tuned Hebrew model, or tracking Hebrew regressions after a model upgrade. Do NOT use for Arabic NLP evaluation, speech recognition benchmarking (use ivrit.ai leaderboard for ASR), or general English LLM benchmarks. Activate for: בנצ'מרק עברית, השוואת מודלים, הערכת מודל שפה, ביצועי עברית, מבחן הבנת הנקרא, ניתוח רגשות, בחירת מודל ל

Navigate the fragmented landscape of Hebrew and Yiddish ML datasets and models. Covers ivrit.ai (22K+ hours of Hebrew audio, whisper-large-v3 ASR variants, Yiddish models), Dicta (DictaLM 3.0 LLM family, DictaBERT variants, HeQ reading comprehension), the Israeli National NLP Program / NNLP-IL (HebrewSentiment, HebNLI), AlephBERT, and Knesset Plenums. Helps researchers and ML engineers pick the right dataset for a task by use case, license (commercial vs research), Hebrew register coverage, and model-dataset pairing. Use when choosing training data for a Hebrew NLP or ASR project, verifying license compatibility for a commercial product, finding a baseline model for a Hebrew downstream task, or exploring Yiddish ML resources. Do NOT use for Arabic NLP datasets (a separate ecosystem), general HuggingFace dataset discovery (use HuggingFace Hub search), or Hebrew OCR dataset selection (use hebrew-ocr-forms). Activate for: דאטהסט עברית, מאגר נתונים, נתוני אימון, מודל עברית, רישיון מסחרי, קורפוס עברית, זיהוי דיבור

Guide developers in using Hebrew NLP models and tools including DictaLM, DictaBERT, AlephBERT, and ivrit.ai. Use when user asks about Hebrew text processing, Hebrew NLP, "ivrit", Hebrew tokenization, Hebrew NER, Hebrew sentiment analysis, Hebrew speech-to-text, or needs to process Hebrew language text programmatically. Covers model selection, preprocessing, and Hebrew-specific NLP challenges. Do NOT use for Arabic NLP (different tools) or general English NLP tasks. Activate for: עיבוד שפה טבעית, עיבוד טקסט בעברית, טוקניזציה, זיהוי ישויות, ניתוח רגשות, המרת דיבור לטקסט, ניתוח מורפולוגי, מודל שפה עברי.

Process and extract data from scanned Israeli government forms using OCR. Supports Tabu (land registry), Tax Authority forms, Bituach Leumi documents, and other official Israeli paperwork. Use when user asks to OCR Hebrew documents, extract data from Israeli forms, "lesarek tofes", parse Tabu extract, read scanned tax form, or process Israeli government documents. Includes Hebrew OCR configuration, field extraction patterns, and RTL text handling. Activate for: סריקת מסמך, לסרוק טופס, חילוץ נתונים מטופס, OCR בעברית, טאבו, נסח טאבו, טופס רשות המסים, מסמכי ביטוח לאומי, קריאת טופס סרוק, טפסים ממשלתיים. Do NOT use for handwritten Hebrew recognition (requires specialized models) or non-Israeli form processing.

Implement right-to-left (RTL) layouts for Hebrew web applications. Use when user asks about RTL layout, Hebrew text direction, bidirectional (bidi) text, Hebrew CSS, "right to left", or needs to build a Hebrew web UI. Covers CSS logical properties, the :dir() pseudo-class, Tailwind RTL, React/Next.js RTL setup, icon mirroring, Hebrew typography, and font selection. Activate for: ימין לשמאל, כיוון טקסט, תמיכה בעברית, ממשק בעברית, פריסת RTL, טקסט דו-כיווני, עיצוב לעברית, אתר בעברית, היפוך כיוון, טיפוגרפיה עברית. Do NOT use for Arabic RTL (similar but different typography) unless user explicitly asks for shared RTL patterns, or for native mobile RTL (React Native I18nManager, SwiftUI, Android) which is out of scope.

Configure Tailwind CSS v4 for Hebrew RTL applications with dir variants, Hebrew font stacks, and logical property utilities. Use when user asks about Tailwind RTL setup, Hebrew Tailwind config, "Tailwind ivrit" (Hebrew Tailwind), RTL utility classes, logical properties in Tailwind, ms-/me- utilities, or Tailwind Hebrew font configuration. Covers Tailwind v4 dir variants, Hebrew font stack presets, logical property utilities (ms-/me-/ps-/pe- instead of ml-/mr-/pl-/pr-), RTL-first component patterns, and Hebrew typography tokens. Activate for: טיילווינד בעברית, הגדרת Tailwind RTL, מחלקות לוגיות, פונט עברי, גופן עברי, ms-/me-, תצורת טיילווינד לעברית, מחלקות RTL. Do NOT use for general CSS RTL patterns (use hebrew-rtl-best-practices) or full design systems (use israeli-ui-design-system instead).

Build Hebrew voice bots and IVR (Interactive Voice Response) systems with speech-to-text, text-to-speech, and telephony integration for Israeli businesses. Use when user asks to "build a Hebrew voice bot", "create an IVR in Hebrew", "Hebrew speech-to-text", "binui bot koli b'ivrit", "maarechet maane koli", "zihui dibur b'ivrit", or "Twilio Israel". Covers OpenAI Whisper Hebrew, Google Cloud STT/TTS he-IL, Azure Speech Services, Amazon Polly Hebrew, IVR menu design for Sunday-Thursday business hours, voicemail transcription, Hebrew accent handling, and +972 phone integration via Twilio and Vonage. Activate for: בוט קולי בעברית, מערכת מענה קולי, מענה אנושי, זיהוי דיבור בעברית, הקראת טקסט, המרת דיבור לטקסט, IVR בעברית, תמלול הודעות, מרכזייה טלפונית. Do NOT use for text-based chatbots (use hebrew-chatbot-builder), Hebrew NLP without voice (use hebrew-nlp-toolkit), or SMS messaging (use israeli-sms-gateway).

Best practices for programmatic video creation using HyperFrames, plain HTML compositions with GSAP animations rendered to MP4, with full Hebrew and RTL support. Covers composition authoring, data-* timing attributes, GSAP timeline contract, layout-before-animation methodology, visual identity gate, Hebrew fonts via Google Fonts (Heebo, Rubik, Assistant), RTL text rendering with dir="rtl", Hebrew TikTok/Reels-style captions via Whisper, audio-reactive visuals, scene transitions, and bidirectional Hebrew+English text. Use when building HTML-based video content or Hebrew social/marketing videos without React. Activate for: יצירת וידאו, סרטון בעברית, וידאו שיווקי, סרטון לרשתות, כתוביות בעברית, סרטון טיקטוק, רילס, אנימציית טקסט, וידאו מ-HTML. Do NOT use for Remotion or general React video work, use remotion-best-practices for that.

Convert between Hebrew (Jewish) calendar and Gregorian dates, look up Israeli holidays, format dual dates for Israeli documents, and calculate Israeli business days. Use when user asks about Hebrew dates, "luach ivri", Jewish calendar, Israeli holidays, "chagim", Shabbat times, or needs dual-date formatting for Israeli forms. Activate for: תאריך עברי, לוח עברי, המרת תאריכים, חגים, חגי ישראל, זמני שבת, תאריך כפול, ימי עסקים, מועדי ישראל, פרשת השבוע. Do NOT use for Islamic Hijri calendar or non-Israeli holiday calendars.

Parse and organize Hebrew invoices for Israeli bookkeeping: VAT 1/6 extraction, Tax Authority expense categories, Osek Murshe/Patur recognition, and accountant-ready export. Use when user asks about organizing invoices, cheshbonit, expense categorization, sivug hotza'ot, VAT extraction from totals, Osek Murshe vs Osek Patur rules, or preparing documents for their accountant (ro'eh cheshbon). Supports Hebrew OCR text parsing and automatic categorization per Tax Authority standards. Activate for: ארגון חשבוניות, חשבונית, חשבונית מס, סיווג הוצאות, חילוץ מע״מ, עוסק מורשה, עוסק פטור, הכנה לרואה חשבון, הנהלת חשבונות, קבלות. Do NOT use for invoice generation (use israeli-e-invoice instead) or for VAT report filing (use israeli-vat-reporting instead).

Implement Israeli web accessibility compliance per IS 5568 standard, anchored to WCAG 2.0 AA (IS 5568 adds some 2.1-aligned criteria; sources differ), for Hebrew RTL applications. Use when user asks about Israeli accessibility law, "negishot" (accessibility), IS 5568, "teken negishot" (accessibility standard), "nachim" (disabilities), Hebrew screen reader support, RTL ARIA patterns, or accessibility audit for Israeli websites. Covers mandatory legal requirements under the Equal Rights for Persons with Disabilities Act, who is exempt, enforcement and penalties, the accessibility coordinator role, Hebrew screen reader compatibility (NVDA, JAWS, VoiceOver), and RTL-specific ARIA patterns. Do NOT use for general WCAG guidance without Israeli context (use standard a11y resources instead). Activate for: נגישות, נגישות אתרים, תקן נגישות, תקן 5568, תקנות נגישות, חוק שוויון זכויות לאנשים עם מוגבלות, רכז נגישות, הצהרת נגישות, קורא מסך, נגישות דיגיטלית.

Guide developers in integrating Israeli agritech tools and precision agriculture platforms including CropX (soil monitoring), Netafim GrowSphere (IoT irrigation), Taranis (crop intelligence), and the broader Israeli agritech ecosystem (approximately 600-750 companies per Start-Up Nation Central agrifoodtech). Use when user asks about agritech APIs, precision agriculture, smart irrigation, "hashkaya cham", crop monitoring, pest detection, Israeli agriculture tech, or needs to build farm management software. Covers irrigation optimization, pest detection, climate data integration, and Israeli agricultural context. Do NOT use for general gardening advice or non-agricultural IoT projects. Activate for: אגריטק, חקלאות מדייקת, השקיה חכמה, ניטור קרקע, ניטור גידולים, זיהוי מזיקים, חקלאות חכמה, טכנולוגיה חקלאית, ממשק חקלאי, נטפים.

Comprehensive guide to finding rental apartments in Israel through Yad2, Madlan, Facebook groups, and real estate agents. Use when relocating to Israel, searching for a rental apartment, negotiating with landlords, or navigating broker fees and lease agreements. Covers 2026 market prices by city, Hebrew listing terminology, viewing checklists, required documents, and neighborhood evaluation criteria. Do NOT use for purchasing property or commercial real estate. Activate for: דירה להשכרה, חיפוש דירה, שכירות, יד2, מדלן, דמי תיווך, חוזה שכירות, מתווך, שכר דירה, דירות.

Calculate municipal property tax (arnona) for Israeli properties, check discount eligibility, and draft appeal letters to arnona committees. Use when a user needs to estimate arnona payments by municipality, zone, and property usage type, verify eligibility for discounts (olim, soldiers, elderly, disabled, low income, students, single parents), or prepare formal appeals with legal references. Covers all major Israeli municipalities including Tel Aviv, Jerusalem, Haifa, and Beer Sheva. Do NOT use for income tax (mas hachnasa), VAT (maam), or national insurance (bituach leumi) calculations, which fall under separate Israeli tax authorities. Activate for: ארנונה, הנחה בארנונה, חיוב ארנונה, עירייה, ערר ארנונה, פטור מארנונה, זכאות להנחה, חישוב ארנונה, מס עירוני, השגה.

Analyze Israeli bank transactions, spending patterns, and financial data across Israeli banks and credit card companies. Use when user asks about bank transactions, spending analysis, "cheshbon bank", budget tracking, or needs to categorize Israeli banking data. Pairs with israeli-bank-mcp and il-bank-mcp servers (which wrap the israeli-bank-scrapers library) to add financial-analysis workflows. Supports Hapoalim, Leumi, Discount, Mercantile, Mizrahi-Tefahot, First International (FIBI), Otsar HaHayal, Pagi, Union, Yahav, Massad, OneZero, Visa Cal, Max, Isracard, and Amex. Do NOT use for payment initiation, money transfers, or investment advice. Activate for: חשבון בנק, תנועות בנק, ניתוח הוצאות, מעקב תקציב, כרטיס אשראי, דפי חשבון, קטגוריות הוצאות, בנק הפועלים, בנק לאומי, ישראכרט.

Plan household and personal budgets with Israeli-specific costs, rates, and financial products. Use when user asks about budgeting in Israel, mortgage (mashkanta) calculations, arnona rates, cost of living, takciv, or monthly expense planning. Covers Bank of Israel prime rate, mashkanta tracks, arnona, household health costs (mas briut / health-tax), and Israeli household benchmarks. Activate for: תקציב, תכנון תקציב, משכנתא, עלות מחיה, הוצאות חודשיות, ריבית פריים, תקציב משק בית, חיסכון, ניהול כספים, מס בריאות.

Analyze and optimize Hebrew chatbot performance with conversation flow analytics, Hebrew sentiment analysis, drop-off detection, user satisfaction scoring, A/B testing for response variants, and reporting dashboards. Use when user asks to "analyze chatbot performance", "measure chatbot satisfaction", "track Hebrew bot metrics", "analitika shel tsatbot" (Hebrew transliteration), or needs help with conversation analytics, intent accuracy tracking, or chatbot reporting. Supports Dialogflow, Rasa, and custom bot platforms. Do NOT use for building chatbots (use hebrew-chatbot-builder), Hebrew NLP model training (use hebrew-nlp-toolkit), customer support workflow setup (use israeli-customer-support-automator), or voice bot development (use hebrew-voice-bot-builder). Activate for: ניתוח צ'אטבוט, ביצועי צ'אטבוט, אנליטיקה של בוט, ניתוח שיחות, ניתוח סנטימנט, שביעות רצון משתמשים, מדדי בוט, שיעור נטישה, דשבורד דוחות, דיוק כוונות.

Compare cloud hosting costs for Israeli startups and developers across AWS (il-central-1 Tel Aviv), Azure (Israel Central), GCP (me-west1 Tel Aviv), Oracle Cloud (il-jerusalem-1 Jerusalem), and Israeli providers like Kamatera. Use when the user needs to evaluate cloud pricing with Israel-specific considerations including data residency under Privacy Protection Law Amendment 13, latency from Tel Aviv, NIS billing options, startup credit programs (AWS Activate, Google for Startups, Microsoft Founders Hub, Israel Innovation Authority Telem program with subsidized Nvidia B200 GPUs), and FinOps cost optimization strategies. Activate for: עלויות ענן, השוואת מחירי ענן, אחסון בענן, שרתים בענן, מחיר AWS, מחיר Azure, מחיר Google Cloud, ענן בישראל, קמטרה, חישוב עלות שרת, אופטימיזציית עלויות ענן, קרדיטים לסטארטאפים, רשות החדשנות. Do NOT use for comparing on-premise hosting, colocation services, or non-cloud SaaS pricing.

Strategic tax analysis for Israeli company owners (baalei shlita) comparing salary, dividends, shareholder loans, and management fees as profit extraction methods. Use when user asks about paying personal tax from company funds, dividend vs salary comparison, shareholder loan tax implications, Section 3(tet) deemed interest, corporate profit extraction strategy, halokat dividendim, mashichat rvaachim, or baal shlita tax planning. Calculates total tax burden across methods, identifies optimal strategy based on assessment amount and company structure, and verifies compliance with Israeli Tax Authority rules. Prevents costly extraction mistakes by analyzing withholding, Bituach Leumi, surtax, and corporate tax interactions. Activate for: בעל שליטה, משיכת רווחים מהחברה, חלוקת דיבידנד, דיבידנד מול משכורת, הלוואת בעלים, דמי ניהול, תכנון מס לחברה, מס חברות, ריבית רעיונית, סעיף 3(ט), מס יסף. Do NOT use for VAT reporting (use israeli-vat-reporting), payroll processing (use israeli-payroll-calculator), annual tax retur

Hunt for currently-valid discount and coupon codes for an Israeli online-store checkout, verify each candidate, and return one ranked summary instead of asking five chatbots the same question. Runs a fixed Israeli source map (coupon aggregators, cashback platforms, credit-card benefit hubs, gift-card stacking, store-direct levers, seasonal sale windows) plus a Hebrew search playbook, then checks every candidate for expiry, minimum cart, new-customer-only, and stacking rules. Use when a user is about to buy on an Israeli store and asks to find coupon codes, a discount code, kod kupon, kupon hanacha, or 'is this coupon site legit'. Activate for: קוד קופון, קוד הנחה, קופון, מצא לי קופון, הנחה לקנייה אונליין, קודי הנחה, קאשבק, האם אתר הקופונים אמין. Never invents codes: it only reports codes found via live web search, each with source and date. Do NOT use for ongoing savings strategy or cashback-account setup (israeli-smart-saver), cross-store price comparison (israeli-product-price-comparator), or grocery prices

Classify products into Israeli 8-digit HS codes and calculate full landed cost for imports to Israel: customs duty, VAT 18%, and purchase tax (mas kniya). Use when user asks about Israel import tax, personal import threshold, customs duty on an online order from Amazon/AliExpress, FTA preferences from US/EU/UK/Canada, Shaar Olami tariff lookup, or the cost of bringing goods into Israel. Activate for: מכס, מס יבוא, חישוב מכס, יבוא אישי, פטור יבוא, מכס על הזמנה מאמזון, מכס על עלי אקספרס, מס קנייה, עלות יבוא לישראל, שער עולמי, מע״מ על יבוא. Do NOT use for domestic VAT bookkeeping (use israeli-vat-reporting) or for export documentation (use israeli-export-shipping-kit).

Generate the full export document set for Israeli exporters: commercial invoice (HE+EN), packing list, bill of lading / AWB / CMR, proforma, and origin documents (EUR.1, invoice origin declaration, US-Israel Origin Invoice Declaration, CIFTA Form B239). Use when user asks about exporting from Israel, Incoterms (FOB, CIF, DDP, EXW), EUR.1 certificate, approved exporter status, US-Israel FTA certificate of origin, commercial invoice template, or packing list. Activate for: ייצוא מישראל, מסמכי ייצוא, חשבונית מסחרית, רשימת אריזה, תעודת מקור, תעודת EUR.1, יצואן מאושר, אינקוטרמס, שטר מטען, ייצוא סחורה לחו״ל. Do NOT use for import calculations (use israeli-customs-duty-calculator) or domestic VAT bookkeeping (use il-invoice-organizer).