| name | cfn-cerebras-code-generator |
| description | FAST code generation via Z.ai glm-4.6 model. Use for rapid test generation, boilerplate code, repetitive patterns, and bulk file creation. Ideal when speed matters more than nuance. Do NOT use for complex architectural decisions or security-critical code. |
| version | 2.0.0 |
| tags | ["code-generation","fast","zai","glm-4.6","tests","boilerplate"] |
Cerebras Code Generator Skill
Description
Generates code using Z.ai glm-4.6 model for fast test and code generation. Use this for rapid iteration when generating tests, boilerplate, and repetitive code patterns.
When to Use
- ✅ Test generation - unit tests, integration tests, test fixtures
- ✅ Boilerplate code - CRUD operations, API endpoints, data models
- ✅ Repetitive patterns - similar components, migration scripts
- ✅ Bulk file creation - generating multiple similar files quickly
- ❌ NOT for complex architecture, security-critical code, or nuanced logic
Configuration
export ZAI_API_KEY="your-api-key"
export ZAI_MODEL="glm-4.6"
export CEREBRAS_BASE_URL="https://api.cerebras.ai/v1"
export CONTEXT_DB_PATH="./.claude/skills/cfn-cerebras-code-generator/contexts.db"
Usage
./generate-code.sh \
--file-path "/path/to/file.ext" \
--prompt "Create a REST API endpoint" \
--context-files "src/models.py,src/utils.py"
./generate-code.sh \
--model "llama-3.1-70b" \
--file-path "/path/to/file.py" \
--prompt "Implement authentication middleware"
Implementation Details
Context Tracking
- Stores generation history in SQLite database
- Tracks what worked and what didn't
- Maintains conversation context
- Provides examples of successful patterns
OpenAI Compatibility
- Uses OpenAI-compatible request/response format
- Supports streaming responses
- Handles token limits and rate limiting
- Automatic retry logic
Features
- ✅ Visual diff generation
- ✅ Context file inclusion
- ✅ Error handling and validation
- ✅ Generation history tracking
- ✅ Success pattern learning
- ✅ Multiple model support
