FURKAN SAKIZLIAI DATA ENGINEERING

AGENTIC DATA MANAGEMENT · SKILLS

Skills as executable knowledge

A skill connects domain logic with contracts, tool boundaries, tests, versions and inspectable evidence.

Bright three-dimensional skill package with instructions, manifest, input and output ports, tool boundaries, decision gates and verified test cards feeding three workflows.
01 · KNOWLEDGEMethod, edge cases and escalations become explicit.
02 · CONTRACTInput, output, failure and permissions are verifiable.
03 · EVIDENCETests, versions and runtime traces make effects reconstructable.
CORE METHOD

EXTRACT → CONTRACT → BOUND → TEST → VERSION → OBSERVE → IMPROVE

Knowledge becomes executable when professional intent, technical boundaries and quality evidence are versioned together.

THE SKILL-CONTRACT TEST

Can another person explain when the skill must start, stop, escalate and which evidence it must leave?