AGENT TOPIC SKILL

Purpose

Define agent systems as deterministic execution engines with explicit control, observability, and schema-validated interfaces.

When to Use

• •Building single-agent or multi-agent systems
• •Designing tool-enabled execution workflows
• •Implementing framework adapters for agent runtimes

Hard MUST Rules

1. •Agent execution MUST be deterministic under fixed inputs/config.
2. •LLM is an optional component; business logic MUST remain executable with stubs.
3. •Tool routing MUST be explicit, inspectable, and testable.
4. •Debug-level file logging is mandatory for all agent runs.
5. •Structured output via Pydantic models is mandatory.
6. •Memory policy (scope, retention, eviction) MUST be explicitly defined.

Workflow

1. •Define typed input/output models.
2. •Define routing policy and tool registry.
3. •Implement framework adapter.
4. •Attach logging adapter and run tracing.
5. •Validate with deterministic tests.

Output Checklist

• • Typed I/O models defined
• • Routing policy implemented and tested
• • Logging configured per standard
• • Memory policy documented
• • Deterministic test coverage complete