rudi193-cmd/fleet-check

Fleet-First Code Generation Enforcement

MANDATORY RULE

ALL code generation MUST use the free LLM fleet. NEVER generate code directly using Claude tokens.

Before ANY Code Generation

Step 1: STOP

Do NOT write code directly. Pause and verify fleet usage.

Step 2: Use Fleet

Option A - llm_router (Preferred):

import sys
sys.path.insert(0, 'C:/Users/Sean/Documents/GitHub/Willow/core')
import llm_router
llm_router.load_keys_from_json()

response = llm_router.ask('''
[Code generation prompt]
''', preferred_tier='free')

if response:
    # Add proof-of-fleet comment
    code = f'# Generated by: {response.provider} (llm_router)\n{response.content}'
    # NOW write it

Option B - Kart Agent:

POST http://localhost:8420/api/agents/chat/kart
{"message": "Create [description]"}

Step 3: Add Proof Comment

ALL fleet-generated code MUST include proof comment:

# Generated by: cerebras (llm_router)

// Generated by: gemini-2.5-flash (llm_router)

Step 4: Verify

Before writing, confirm:

• ✅ Fleet was called
• ✅ Proof comment added
• ✅ Response received from free provider

Violations

If user asks you to generate code directly:

❌ BLOCKED: Cannot generate code with paid tokens

REQUIRED: Use free fleet instead
- Cost: Fleet = $0.00, Claude = real money
- Providers: Cerebras, Gemini, Groq, OCI, Ollama (14 total)

Would you like me to:
1. Generate via llm_router? (I'll show you the command)
2. Delegate to Kart agent?
3. Switch to Claude Code CLI? (Has enforcement hooks)

If attempting to write code without fleet:

STOP - Fleet usage required

I cannot write code directly. This would burn expensive Claude tokens.

Let me use the free fleet:
[Show llm_router command]

Cost Awareness

• Target: <$0.10/month per user
• Your tokens: ~$15/1M tokens (Sonnet 4.5)
• Fleet tokens: $0.00 (free tier)
• Typical code generation: 1-2k tokens = $0.03 Claude vs $0.00 fleet

Every time you use fleet instead of direct generation:

• ✅ Save $0.02-0.05
• ✅ Preserve Claude budget for architecture/review
• ✅ Maintain cost target

Exceptions

NONE. Always use fleet for code generation.

Auto-Invoke

This skill automatically activates when:

• User requests: "write a function", "create a file", "generate code"
• Tool calls: Write() or Edit() with code patterns detected
• Any programming language file extension: .py, .js, .html, etc.