FURKAN SAKIZLIAI DATA ENGINEERING

AGENT SKILLS · AI DATA ENGINEERING

A skill is not a long prompt

A skill does not store prompt mass. It combines triggers, procedures, resources, tools and tests into a portable work contract.

An oversized tangled prompt ribbon faces a modular skill cabinet from which a small activation card loads only the required instructions, references and scripts.
01 · ROUTINGIs activation and exclusion defined clearly?
02 · CONTRACTAre inputs, procedure, output, failures and quality gates testable?
03 · RUNTIMEAre tools, data access and approvals technically constrained?
CORE METHOD

PROGRESSIVE DISCLOSURE

Metadata is discovered, core instructions load on activation, and references, scripts and assets are used only when required.

THE SKILL-CONTRACT TEST

Run an ordinary case, boundary case, tool failure and manipulated input. Evaluate routing, artifact, permission boundary and safe failure separately.