An AI skill that optimizes Bulgarian text to sound human, warm, and natural rather than formal and robotic.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install bulgarian
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 bulgarian 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 Bulgarian Humanizer?
This skill solves the common problem of AI-generated Bulgarian sounding overly literary or formal. It adjusts the default register to be warmer and more direct, making it perfect for internet communications, social media, and casual correspondence. By leveraging this Openclaw Skills extension, users can ensure their AI interactions pass the native test and avoid the common pitfalls of machine translation.
The core value proposition lies in its ability to move beyond simple grammar to capture the nuance of native Bulgarian flow. It introduces linguistic particles, fillers, and specific grammatical structures that signal authenticity to native speakers, ensuring your content resonates on a human level.
Bulgarian Humanizer Use Cases
- Converting formal AI translations into natural internet slang.
- Writing emails to peers using the correct casual register.
- Enhancing social media posts with authentic Bulgarian particles and softeners.
- Localizing marketing content to sound like it was written by a native speaker.
- Debugging robotic-sounding AI outputs for better user engagement.
How Bulgarian Humanizer Works
- The skill analyzes the input text for literary or overly formal patterns known as knizhoven Bulgarian.
- It adjusts the formality register from the formal Vie to the casual Ti suitable for internet and peer-to-peer contexts.
- It injects natural particles like de or nali to add warmth and urgency to the sentence structure.
- Safe but boring vocabulary is replaced with expressive local alternatives like yako or strahotno.
- It validates grammar specifics, such as the correct placement of definite articles and the removal of infinitives, to ensure the flow is technically and culturally accurate.
Bulgarian Humanizer Setup
To enable this skill within your environment, use the Openclaw Skills manager to register the configuration:
openclaw install bulgarian-natural-writer
# Register the skill in your project config
openclaw enable bulgarian
You can also manually include the instructions in your system prompt to ensure your agent follows these Openclaw Skills guidelines.
Bulgarian Humanizer Data Schema & Taxonomy
The skill organizes its linguistic adjustments across several key categories to ensure consistency:
| Category | Purpose | Key Examples |
|---|---|---|
| Register | Determines formality level | Ti vs Vie |
| Particles | Adds emotional nuance | de, be, ma, nali |
| Fillers | Bridges sentences naturally | ami, znachi, toest |
| Expressiveness | Replaces generic words | yako, strahotno, gadno |
| Grammar | Ensures native syntax | End-definite articles, No infinitives |
Bulgarian Humanizer Advanced Features
- Automatic Native Test validation to prevent the output from being flagged as AI-generated.
- Support for gender-specific casual address markers such as be (male) and ba (female).
- Context-aware filler insertion to mimic realistic conversational pauses.
- Seamless integration with other Openclaw Skills for multi-lingual and localized content pipelines.
SKILL.md
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