genai-logic-ce

Imported from ApiLogicServer/ApiLogicServer-src (api_logic_server_cli/prototypes/manager/.agents/skills/genai-logic-ce/SKILL.md). Install upstream with npx skills add ApiLogicServer/ApiLogicServer-src --skill genai-logic-ce. Copyright stays with the author.

ApiLogicServer / GenAI-Logic Context Engineering (CE)

This skill activates the project creation, business logic, and architectural rules for ApiLogicServer / GenAI-Logic.

Core Reference Files

Read the following authoritative files when performing tasks:

1. Manager Workflow & Project Creation:
   • file:///.github/copilot-instructions.md — Complete reference for Method 4 (System Creation Services), Socratic interview (Step 1a/1b), DDL generation, rebuild, and provenance requirements.
2. Project CE & Training:
   • <project_name>/.github/.copilot-instructions.md — Subsystem workflow for created projects.
   • docs/training/logic_bank_api.md — Declarative rule syntax (declare_logic(), formulas, constraints, parent/child derivations).
   • docs/training/logic_bank_patterns.md — Common patterns (allocation, audits, multi-table rollups).
   • docs/training/implement_requirements.md — Schema conventions, primary keys, foreign keys.
   • docs/training/RequestObjectPattern.md — Integration services (events, Kafka, AI requests).

Golden Rules

• Active Project Context: Always track and announce the active project subdirectory <project_name>/. Prefix all paths and CLI commands accordingly.
• Logic Location: <project_name>/logic/declare_logic.py is only a stub. Put use-case logic in <project_name>/logic/logic_discovery/<use_case_name>.py.
• Gold Source: This workspace (build_and_test/genai-logic) is a test bench. Edits made to core templates, prototypes, or docs must also be copied to org_git/ApiLogicServer-src.