📋 FIND AGENT DEFINITION Pricing

Retrieve modifiable LLRM-SQL definitions for existing agents

Available to user tiers: PRO, ENTERPRISE, and ADMIN

How FIND AGENT DEFINITION Works

FIND AGENT DEFINITION retrieves the complete LLRM-SQL definition of existing agents, allowing you to view, modify, or use them as templates for new agents. This command provides the raw, editable LLRM-SQL code that powers each agent.

📖 Read-Only Access

View agent definitions for learning and reference

Complete LLRM-SQL code display
Syntax highlighting
Basic metadata included
Copy-to-clipboard functionality

User Tier	Cost per Definition	Monthly Limit
FREE	❌ Not Available	-
PRO	$0.0042	250 definitions
ENTERPRISE	$0.0042	Unlimited*
ADMIN	$0.0042	Unlimited

* Within monthly spending limits

✏️ Editable Template

Get definitions as modifiable templates

Formatted for easy editing
Parameter placeholders
Validation hints
Template optimization

User Tier	Cost per Template	Monthly Limit
FREE	❌ Not Available	-
PRO	$0.0084	100 templates
ENTERPRISE	$0.0084	Unlimited*
ADMIN	$0.0084	Unlimited

* Within monthly spending limits

💻 Cost Breakdown

FIND AGENT DEFINITION costs are based on AWS infrastructure usage with 50/50 split:

Component	AWS Cost	SmartMLChain Cost	Total Cost
Lambda Processing	$0.0008	$0.0008	$0.0016
S3 Data Retrieval	$0.0003	$0.0003	$0.0006
Definition Parsing	$0.001	$0.001	$0.002
Read-Only Total	$0.0021	$0.0021	$0.0042
Additional for Editable Template:
Template Processing	$0.0021	$0.0021	$0.0042
Template Total	$0.0042	$0.0042	$0.0084

🎯 Common Use Cases

📚 Learning & Education

Study how complex agents are built by examining their LLRM-SQL definitions. Perfect for understanding best practices and advanced patterns.

🔧 Agent Modification

Retrieve existing agent definitions to modify parameters, add features, or fix issues. Create variations of successful agents.

📋 Template Creation

Use proven agent definitions as starting points for new agents. Saves development time and ensures reliability.

🔍 Debugging & Analysis

Examine agent definitions to understand performance issues, optimize queries, or troubleshoot unexpected behavior.

💡 Cost Examples

Example 1: Learning Session (FREE User)

Scenario: Student examining 10 agent definitions for learning

Access Type: Read-only

User Tier: FREE (within 25 monthly definitions)

Total: $0.042

Breakdown: 10 × $0.0042 = $0.042

Example 2: Template Development (PRO User)

Scenario: Developer creating 5 new agents using existing templates

Access Type: Editable templates

User Tier: PRO (within 100 monthly templates)

Total: $0.042

Breakdown: 5 × $0.0084 = $0.042

Example 3: Enterprise Analysis (ENTERPRISE User)

Scenario: Team analyzing 50 agent definitions for optimization

Access Type: Mix of read-only (30) and templates (20)

User Tier: ENTERPRISE (unlimited within spending limits)

Total: $0.294

Breakdown: (30 × $0.0042) + (20 × $0.0084) = $0.294

⚡ Cost Optimization Tips

Use Read-Only First: Start with read-only access to evaluate before getting templates
Batch Requests: Plan your definition retrievals to stay within tier limits
Cache Definitions: Save frequently used definitions locally to avoid repeated requests
Focus on Relevant Agents: Use FIND AGENT first to identify the most relevant definitions
Template Reuse: Maximize value from each template by creating multiple variations
Upgrade Strategically: Consider PRO tier if you need template access regularly
Document Learnings: Keep notes on useful patterns to reduce future definition requests

🔄 Definition Processing Pipeline

Processing Step	Description	Cost Impact
Agent Lookup	Find agent by ID or description	Low
Definition Retrieval	Load LLRM-SQL from storage	Medium
Syntax Formatting	Format for display/editing	Medium
Template Processing	Add placeholders and hints	High
Validation Check	Verify definition integrity	Low