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Install in OpenClaw
/install cb-customer-service-localizer
Description
Customer service adaptation for international audiences
README (SKILL.md)
International Customer Service Localizer
Overview
International Customer Service Localizer (Customer service adaptation for international audiences). This skill provides a structured framework for localizing customer service operations for international markets. It covers multilingual support strategies, cultural service adaptation, channel selection, and quality management for cross-border customer service.
The framework helps businesses deliver culturally appropriate customer experiences across different markets while maintaining operational efficiency and service quality standards.
Trigger Keywords
- "international customer service"
- "multilingual support localization"
- "cross-border customer experience"
- "global customer service strategy"
- "cultural service adaptation"
- "international support channels"
Workflow
- Input Analysis: Parse user input to extract target markets, service channels, and business parameters
- Localization Framework: Generate culture-specific service adaptation recommendations
- Multilingual Planning: Develop language support strategy and resource planning
- Channel Optimization: Design market-appropriate service channels
- Output Delivery: Return comprehensive JSON with analysis and recommendations
Output Modules
Service Localization Framework
- Communication style adaptation by culture
- Etiquette and protocol considerations
- Response time expectations by market
- Escalation process cultural adaptation
- Service recovery approach by culture
Multilingual Support Plan
- Language coverage strategy and prioritization
- Translation vs localization approach
- Native speaker requirements and hiring
- AI and automation for language support
- Quality assurance for multilingual support
Cultural Service Adaptation
- Greeting and opening style by culture
- Formality level adjustment recommendations
- Problem-solving approach by cultural context
- Complaint handling cultural differences
- Appreciation and follow-up cultural norms
Channel Optimization
- Preferred support channels by market
- Social media customer service platforms
- Self-service portal localization
- Phone support cultural considerations
- Chat and messaging platform preferences
Safety & Limitations
Safety Boundaries
- No Professional Advice: Provides informational frameworks only. Does not replace HR or customer service professionals.
- No Real-Time Data: Based on general frameworks, not current staffing or platform availability.
- No Service Delivery: No actual customer service or support capabilities.
- No Code Execution: Pure descriptive implementation. No shell commands or network requests.
- Descriptive Only: Provides planning frameworks and guidance only.
Limitations
- Cultural generalizations may not apply to all customer segments
- Language availability varies by market and changes over time
- Staffing costs and availability differ significantly by market
- Technology platform capabilities vary by region
- Service quality standards differ across cultures
Example Prompts
Level 1: Basic Inquiry
"How to localize customer service for international markets?"
Level 2: Specific Scenario
"Multilingual support strategy for Japanese and German customers"
Level 3: Complex Planning
"Multi-market customer service localization for US, EU, and Asia with omnichannel support"
Level 4: Detailed Case
"US e-commerce company setting up customer service in France, Germany, and Japan with 24/7 multilingual chat support"
Acceptance Criteria
Functional Requirements
- Returns valid JSON structure from handle() function
- Includes input_analysis field with parsed input information
- Contains proper disclaimer with safety boundaries
- Provides customer-service-specific localization framework
- Differentiated from other cross-border e-commerce skills
Quality Requirements
- Clear and structured output
- Comprehensive framework coverage
- Actionable implementation guidance
- Proper safety boundaries enforced
- Input differentiation verified through tests
Integration
Complementary Skills
- Works with cb-cultural-marketing-framework for consistent cultural approach
- Integrates with cb-returns-management-system for returns communication
- Supports cb-market-entry-strategist for market-specific service planning
Input/Output Flow
- Accepts natural language input via handle() function
- Returns structured JSON for system integration
- Can be chained with related skills for multi-faceted analysis
Version History
v1.0.0 (2026-04-22)
- Initial release
- Service localization framework
- Multilingual support planning
- Cultural service adaptation
- Channel optimization guidance
- Input parsing and parameter extraction
- JSON output with input_analysis and disclaimer
- Safety boundaries and limitations documentation
- Test coverage with 5 tests per skill
Technical Details
Handler Interface
Dependencies
- None (pure Python standard library only)
File Structure
- handler.py: Main handler implementation
- tests/test_handler.py: Unit tests (5 tests)
- SKILL.md: This documentation file
- skill.json: Skill metadata and configuration
- ACCEPTANCE.md: Acceptance criteria documentation
- .claw/identity.json: Identity and authorship information
Test Coverage
- JSON output validation test
- Disclaimer presence and content test
- Input differentiation test
- Customer-service-specific functionality test
- Differentiation evidence test
Usage Guidance
This skill appears coherent and low-risk: it only parses input and produces descriptive JSON, with no network calls or secret access. If you want extra assurance, review handler.py yourself (it's short and readable) and avoid enabling the skill as 'always included' in agents you don't fully control. If you require stricter guarantees, run the tests locally and sandbox execution before deploying in production agents.
Capability Analysis
Type: OpenClaw Skill
Name: cb-customer-service-localizer
Version: 1.0.0
The skill is a purely descriptive framework for international customer service localization. The Python implementation in handler.py is minimal, performing basic string parsing and returning static JSON recommendations without any network access, file system interaction, or dangerous execution sinks. All files, including SKILL.md and the test suite, align strictly with the stated purpose of providing cross-border e-commerce planning guidance.
Capability Assessment
Purpose & Capability
Name, description, SKILL.md, and handler.py are aligned: the skill provides localization guidance and requires no external services, binaries, or credentials. Declared dependencies (none) match the implementation (pure standard‑library Python).
Instruction Scope
SKILL.md instructs descriptive-only behavior and the handler implements only input parsing and JSON generation. The runtime code does not read unrelated files, environment variables, or make network/API calls. The SKILL.md wording 'No code execution' is a safety boundary for behavior (no external effects); the repository includes a small handler.py that is safe to execute locally and does not perform external actions.
Install Mechanism
No install spec is provided and there are no downloads or extracted archives. The skill is instruction/code-only with only small local Python files, which is low risk.
Credentials
The skill declares no required environment variables, credentials, or config paths and the code does not access any; there is no disproportionate request for secrets or unrelated credentials.
Persistence & Privilege
Flags show normal privileges (always: false, model invocation allowed). The skill does not request persistent system presence or modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install cb-customer-service-localizer - After installation, invoke the skill by name or use
/cb-customer-service-localizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
International Customer Service Localizer v1.0.0 – Initial release
- Provides a structured framework for localizing customer service for international markets
- Includes multilingual support planning, cultural service adaptation, and channel optimization modules
- Parses user input to extract target markets, service channels, and business details
- Delivers output as comprehensive JSON with input analysis and recommendations
- Enforces clear safety boundaries with detailed disclaimer
- Supports integration with related skills and includes test coverage for core functionality
Metadata
Frequently Asked Questions
What is Cb Customer Service Localizer?
Customer service adaptation for international audiences. It is an AI Agent Skill for Claude Code / OpenClaw, with 90 downloads so far.
How do I install Cb Customer Service Localizer?
Run "/install cb-customer-service-localizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Cb Customer Service Localizer free?
Yes, Cb Customer Service Localizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Cb Customer Service Localizer support?
Cb Customer Service Localizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Cb Customer Service Localizer?
It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.
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