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hebrew-chatbot-builder

hebrew-chatbot-builder is a skill for Claude Code, Codex from skills-il/developer-tools. It costs 155 tokens per session (10,420 once invoked), scanned A, original, MIT.

A guide for building Hebrew conversational chatbots on WhatsApp, Telegram, or websites, including Hebrew language handling and right-to-left chat layouts.

In plain words
What is it for?
Use it to set up chatbot scaffolding, design Hebrew conversation flows, connect supported chat channels, and build right-to-left web chat interfaces.
Why use it?
It addresses problems that can make Hebrew bots awkward or incorrect, such as reversed layouts, wrong gender forms, and poor handling of Hebrew text.

Skill for Claude CodeCodex

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

not rated 13repo +1 changed 1mo ago A scan SkillSpector: warn 155 tokens original MIT

Good fit Use it to set up chatbot scaffolding, design Hebrew conversation flows, connect supported chat channels, and build right-to-left web chat interfaces.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/skills-il/developer-tools/hebrew-chatbot-builder
View source ↗ skills-il/developer-tools
Install

Getting it into your agent

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

Any agent
npx skills add skills-il/developer-tools --skill hebrew-chatbot-builder
Clone the repo
git clone --depth 1 https://github.com/skills-il/developer-tools

Made for: Claude Code, Codex.

Wrote this? Show the measurements

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

agentmods badge for hebrew-chatbot-builder

README.md
[![agentmods](https://agentmods.dev/badge/skills/skills-il/developer-tools/hebrew-chatbot-builder/github.svg)](https://agentmods.dev/skills/skills-il/developer-tools/hebrew-chatbot-builder)
Your own site
<a href="https://agentmods.dev/skills/skills-il/developer-tools/hebrew-chatbot-builder"><img src="https://agentmods.dev/badge/skills/skills-il/developer-tools/hebrew-chatbot-builder/github.svg" alt="Measured on agentmods" height="20"></a>

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

agentmods 80×15 button for hebrew-chatbot-builder

Your own site · 80×15
<a href="https://agentmods.dev/skills/skills-il/developer-tools/hebrew-chatbot-builder"><img src="https://agentmods.dev/badge/skills/skills-il/developer-tools/hebrew-chatbot-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 155 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 10,420 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Privilege Escalation · line 122
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • medium Data Exfiltration · line 166
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

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

ModelPer sessionOnce invoked
Fable 5.1 $0.00155 $0.10420
Opus 5.5 $0.00062 $0.04168
Sonnet 5.5 $0.00031 $0.02084
Haiku 4.5 $0.00015 $0.01042

Measured 1mo ago against content hash fa13d9691e65, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

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

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/telegram-bot-scaffold.py, scripts/whatsapp-webhook-handler.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

response = requests.post(url, json=payload, headers=headers)
hebrew-chatbot-builder/SKILL.md · 1,008 lines

How it starts

The opening of the file, as written. The whole thing — 1,008 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Hebrew Chatbot Builder

Build production-ready conversational AI chatbots with native Hebrew support. This skill covers platform integrations (WhatsApp, Telegram, web), Hebrew language patterns, RTL UI components, and conversation flow design for Hebrew speakers.

Instructions

Follow this procedure when building a Hebrew chatbot:

  1. Identify the platform/channel. Confirm whether the bot runs on WhatsApp Business API, Telegram, an embedded web widget, or several at once. Each has a different scaffold and message model.
  2. Confirm formal or informal register. Ask the user whether the audience expects informal Hebrew ("דוגרי", recommended for most consumer bots) or formal Hebrew (government, banking, legal). This decision shapes every response string.
  3. Ask the gender-handling strategy. Decide between asking the user's gender early and remembering it, using gender-neutral phrasing throughout, or slash notation ("את/ה"). See the Gender-Aware Responses section.
  4. Scaffold via the relevant bundled script. Use scripts/whatsapp-webhook-handler.py for WhatsApp or scripts/telegram-bot-scaffold.py for Telegram as the starting point, then adapt the Hebrew response templates and conversation flows.
  5. Wire entity extraction. Add extract_israeli_entities() (or an equivalent) so the bot recognizes Israeli phone numbers, shekel amounts, dates, and Teudat Zehut from free-text Hebrew input.
  6. Verify RTL rendering. For web widgets, set dir="rtl" on the outermost container and test on a real device. For WhatsApp and Telegram, verify Hebrew text and interactive buttons render correctly on both iOS and Android.

Examples

Example 1: WhatsApp order-status bot in Hebrew

User says: "Build a WhatsApp bot in Hebrew that lets customers check their order status."

Actions:

  1. Identify the channel: WhatsApp Business Cloud API.
  2. Confirm informal register (consumer audience) and gender-neutral phrasing for broad reach.
  3. Start from scripts/whatsapp-webhook-handler.py, which already includes webhook verification, signature checks, and Hebrew response templates.
  4. Wire an interactive button menu ("בדיקת הזמנה", "שאלות נפוצות", "דבר/י עם נציג") and a waiting_order_number state that validates the order number and looks it up.
  5. Submit a Hebrew order_confirmation_he template via Meta Business Suite for proactive outbound updates.

Read the full file on GitHub · 1,008 lines

Files

What ships with it

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

Changes

What this file has done since we first saw it

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

  1. 1mo ago Changed · +4 lines fa13d9691e65
  2. 1mo ago First seen · 1,004 lines · 155 tokens per session scan A 51531c633dd3

Subscribe to this mod's changes

hebrew-chatbot-builder is a skill published in the GitHub repository skills-il/developer-tools (13 stars, last pushed 3d ago), licensed MIT. It adds 155 tokens to every session and 10,420 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Backend and APIsLocalization
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