A domain gives the Expert a responsibility.
An Expert needs a bounded thing it is responsible for understanding.
Market Analyst owns the market around a product.
That responsibility determines what it should watch, remember, investigate, and ignore.
Context gives the work something real to stand on.
Different jobs depend on different information.
Market Analyst uses public market evidence and tracked competitors. Other Experts may depend on company context, such as CRM data, calls, documents, product information, or support conversations.
During discovery, we map the context the work requires, what is available, and what LMTY can support. We do not assume that every source can or should be connected.
The more consequential the work, the more important it is to be clear about the context available and the limits around it.
Memory lets the work compound.
Useful expertise should not reset every time someone starts a new chat.
An Expert keeps the history that matters to its domain so later work can use what was already learned.
Skills give the Expert repeatable methods.
A skill is one bounded job with a clear method, expected inputs, output, evidence rules, and quality bar.
Market Analyst can use different skills as the work changes while keeping the same market context underneath them.
Skill packs create bodies of expertise.
Related skills can share methods, context rules, evidence standards, and eval patterns.
The first public skill pack is Competitive Skills by LMTY.
Routines give the Expert an ongoing job.
Some work should happen because the Expert owns a responsibility.
A Market Analyst should keep watch on the market without waiting for someone to remember to ask whether anything changed.
Evidence keeps the reasoning inspectable.
An Expert should be able to show what a conclusion rests on and degrade when the available information is not enough.
Evals give the work a quality bar.
LMTY tests skills for grounding, reasoning, freshness, missing-data behavior, usability, and other task-specific requirements.
A plausible answer is only the beginning.
Market Analyst is our first proof.
We are starting with one Expert and going deep.