Transform robotic AI translations into natural, human-sounding Polish conversations and content.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install polish
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install polish using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Polish?
This skill solves the uncanny valley of AI-generated Polish, which often sounds overly formal, stiff, and textbook-like. By integrating native-level nuances such as particles, softeners, and appropriate diminutives, it ensures that generated text resonates with actual Polish speakers. Whether for internet communication or casual dialogue, this tool shifts the register from academic to authentic using Openclaw Skills.
It addresses the critical distinction between formal and informal address, ensuring that users don't sound out of place in modern digital environments where casual language is the standard. By focusing on warmth and flow rather than just grammatical correctness, it creates text that passes the native test.
Polish Use Cases
- Localizing marketing copy for a Polish-speaking audience.
- Generating natural chat responses for customer support or social media.
- Writing relatable blog posts or social media captions that avoid looking like AI.
- Converting formal Pan/Pani addresses into the casual Ty standard common in Polish internet culture.
How Polish Works
- The skill analyzes the input text to identify overly formal structures or robotic translations typical of standard LLMs.
- It applies a default casual register unless formal address is explicitly requested by the user.
- The workflow injects natural Polish particles and fillers like 'no', 'w sumie', and 'przecież' to soften the tone and add authentic flow.
- It replaces generic descriptors with expressive, native-level vocabulary such as 'ekstra' or 'mega'.
- Finally, the content is validated against a Native Test to ensure the phrasing feels like it was written by a human rather than an AI from the Openclaw Skills library.
Polish Setup
To integrate this skill into your workflow, add the configuration to your agent's system prompt or install via your preferred CLI:
mcp install polish-skill --provider openclaw
Ensure that the agent is instructed to prioritize the casual register for all internet-based communications.
Polish Data Schema & Taxonomy
| Component | Description | Examples |
|---|---|---|
| Register | Default casual (Ty) vs. Formal (Pan/Pani) | Ty, Pan, Pani |
| Particles | Nuance-adding linguistic markers | no, już, przecież, w sumie |
| Lexicon | Expressive native alternatives | kozacko, słabo, mega |
| Reactions | Natural emotional responses | Serio?, O rany!, Matko! |
| Fillers | Conversational flow elements | Wiesz, rozumiesz, no nie |
Polish Advanced Features
- Automatic register switching based on audience context (Stranger vs. Peer).
- Context-aware diminutive injection (e.g., kawusia, momencik) to add warmth.
- Support for casual spelling variations used in digital-native text environments.
- Native-check verification logic to strip away robotic AI fingerprints before output.
SKILL.md
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