Tabnine + SkillBoss: Enhanced AI Code Completion

Why Tabnine + SkillBoss?

Tabnine is an AI code completion tool focused on privacy and security.

Tabnine has two AI features:

1. Code Completion - Uses Tabnine's secure, privacy-focused models
2. Chat/Agent - Can use external models via SkillBoss

SkillBoss enhances Tabnine's chat with 679+ endpoints:

Quick Setup (3 Minutes)

Quick setup for AI agents: Tell your agent set up skillboss.co/skill.md to auto-configure everything.

code --install-extension TabNine.tabnine-vscode

{
  "tabnine.chat.provider": "custom",
  "tabnine.chat.customEndpoint": "https://api.skillboss.co/v1/chat/completions",
  "tabnine.chat.customApiKey": "sk-YOUR_SKILLBOSS_KEY",
  "tabnine.chat.customModel": "deepseek/deepseek-v3"
}

How It Works

Code Completion (Tabnine)

Tabnine's built-in completion continues to work:

def calculate_total(items):
    # Tabnine suggests completion here
    return sum(item.price for item in items)

Chat with SkillBoss Models

Open Tabnine Chat and use powerful models:

Explain this database query and optimize for performance:
SELECT * FROM users WHERE status = 'active' ORDER BY created_at DESC

Uses your configured SkillBoss model (Claude, GPT, DeepSeek, etc.)

Recommended Models for Tabnine Chat

Use Pages

Code Explanation

Select code and ask in Tabnine Chat:

What does this function do? Explain each step.

Refactoring Suggestions

How can I refactor this class to follow SOLID principles?

Test Generation

Generate comprehensive unit tests for this function, including edge cases.

Documentation

Write JSDoc comments for all public methods in this class.

Code Review

Review this code for potential bugs, security issues, and performance problems.

Using SkillBoss APIs in Tabnine

Ask Tabnine Chat to generate code using SkillBoss services:

Payments

Generate a Stripe checkout endpoint using SkillBoss Payments API.
Base URL: https://api.skillboss.co/v1/payments
API key environment variable: SKILLBOSS_API_KEY

Email

Write a function to send transactional emails using SkillBoss Email API.

Image Generation

Create an API endpoint that generates product images using SkillBoss Image API with flux/schnell model.

Enterprise Integration

For enterprise Tabnine deployments with SkillBoss:

Self-Hosted Configuration

# tabnine-config.yaml
chat:
  provider: openai-compatible
  endpoint: https://api.skillboss.co/v1
  api_key: ${SKILLBOSS_API_KEY}
  models:
    - deepseek/deepseek-v3
    - claude-4-5-sonnet
    - gpt-5

Compliance Benefits

• Data privacy: SkillBoss doesn't train on your code
• Audit logs: Full API access logs available
• SOC 2: SkillBoss is SOC 2 compliant
• Regional endpoints: Contact support for EU endpoints

Cost Optimization

Tabnine Pro + SkillBoss

Optimal setup for professional developers:

• Tabnine Pro for completions: ~$15/month
• SkillBoss for chat: ~$10/month (pay-per-use)
• Total: ~$25/month for full AI coding

Budget Chat Model

{
  "tabnine.chat.customModel": "gemini/gemini-2.5-flash-lite"
}

Ultra-cheap chat: ~$0.01/1M tokens

Troubleshooting

{
  "tabnine.chat.customModel": "gemini/gemini-2.5-flash"
}

FAQ

Next Steps