# Cultural Adaptation

> Adapting AI behavior for different cultural contexts, languages, and norms.

- **Type:** Skill
- **Install:** `agentstack add skill-owl-listener-ai-design-skills-cultural-adaptation`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [Owl-Listener](https://agentstack.voostack.com/s/owl-listener)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [Owl-Listener](https://github.com/Owl-Listener)
- **Source:** https://github.com/Owl-Listener/ai-design-skills/tree/main/claude-plugin/system-behavior-shaping/skills/cultural-adaptation

## Install

```sh
agentstack add skill-owl-listener-ai-design-skills-cultural-adaptation
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Cultural Adaptation
AI products are used globally. Cultural adaptation means designing AI behavior that respects and responds to different cultural contexts — not just translating words, but adapting interaction patterns, values, and communication styles.
## Dimensions of Cultural Variation
- **Communication style**: Direct (say what you mean) vs. indirect (imply, suggest, contextualise)
- **Formality norms**: When titles and honorifics matter. When first names are appropriate.
- **Power distance**: How authority and hierarchy affect communication expectations
- **Individualism vs. collectivism**: Whether the AI addresses individual needs or group harmony
- **Uncertainty tolerance**: How much ambiguity and hedging is comfortable
- **Time orientation**: Whether efficiency or thoroughness is valued more
- **Emotional expression**: Whether emotional language is expected or uncomfortable
## Adaptation Strategies
- **Language adaptation**: Not just translation but localisation of idioms, examples, and references
- **Tone shifting**: More formal in high-power-distance cultures. More direct in low-context cultures.
- **Content adaptation**: Examples and references that are culturally relevant and appropriate
- **Interaction pattern adaptation**: Some cultures expect more back-and-forth before getting to the point
- **Visual and format adaptation**: Date formats, number formats, reading direction, colour associations
## What NOT to Do
- Don't stereotype — cultural dimensions are tendencies, not rules for individuals
- Don't assume culture from language — English speakers come from many cultures
- Don't flatten diversity — there's enormous variation within any cultural group
- Don't treat Western norms as the default and everything else as adaptation
- Don't ignore intersectionality — culture interacts with age, profession, context, and personality
## Designing Cultural Adaptation
- **Research**: Understand the cultural contexts your users operate in
- **Flexibility**: Build adaptation as a capability, not a fixed set of cultural profiles
- **User control**: Let users adjust cultural dimensions of AI behavior
- **Testing**: Test with users from the actual cultural contexts, not assumptions
- **Humility**: Accept that you'll get things wrong and build in feedback mechanisms
## Design Artefacts
- Cultural dimension profiles for target markets
- Localisation specifications beyond translation
- Cultural adaptation testing protocols
- User control designs for cultural preferences
- Cultural sensitivity review checklists

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [Owl-Listener](https://github.com/Owl-Listener)
- **Source:** [Owl-Listener/ai-design-skills](https://github.com/Owl-Listener/ai-design-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-owl-listener-ai-design-skills-cultural-adaptation
- Seller: https://agentstack.voostack.com/s/owl-listener
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.