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impl-service - Implement business logic services in synth-lab

Implements business logic services, repository orchestration, business validations, and LLM integrations in the services directory.

Tags

Updated: 2026-09-16

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Implement business logic services
  • Validate business rules and constraints
  • Orchestrate repository calls
  • Integrate tracing LLM calls
  • Add main execution validation block

Inputs

  • Business logic requirements
  • Repository dependencies
  • LLM input data

Outputs

  • Service python file
  • Errors module file
  • Validation execution output

Requirements

  • Python environment
  • Synth-lab project structure
  • Phoenix tracing infrastructure
  • Allowed tools: Read, Write, Edit, Glob, Grep

Source

  • Spec: SKILL.md
synth-lab
services
business-logic
llm-integration
python
Implement business logic services
Validate business rules and constraints
Orchestrate repository calls
Integrate tracing LLM calls
Business logic requirements
Repository dependencies
LLM input data
Service python file
Errors module file
Validation execution output