Who can post a capability?

Anyone who can describe it concretely: a practitioner, a team that supplies it, or a training provider. Commercial entries are labelled as such — the site takes no payment for placement.

Is a course a capability?

A course is an offer, not a capability. Post the capability, and if a course is how you supply it, say so in the details. Training is also covered separately in the industry section.

How do you keep this from becoming an ad board?

The reviewer asks one question: could a buyer tell from this entry whether the supplier is any good? Marketing copy cannot answer it, so it does not pass review.

Skills

The capabilities that keep showing up in the work — evaluation harnesses, data plumbing, scoping, on-site judgement — and who can teach or supply them.

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What belongs on this board

A capability the work actually demands, described by the situation it is needed in rather than by a course title.
Who can supply it — a practitioner, a small team, a training provider — and what they can show for it.
How you would prove someone has it: the test, the artefact, the reference you would accept without argument.
The counter-case: what looks like this capability but is not. Most bad hires are a misread capability, not a missing one.

Example entry — illustrative, not an open listing

Evaluation harness design for customer-specific models

Building the test set, the scoring rules and the disagreement process that lets a customer decide whether a model is good enough — before anyone tunes a prompt.

Needed in the first two weeks of any deployment where accuracy is the argument being made. Provable by: a harness the customer's own analysts can extend without help, a scored baseline on real data, and a written record of where the labels disagreed. Why it is scarce: it looks like data work, so it gets assigned to whoever is free; it is judgment work, and the deployments that slip usually slip here.

Before you post

Who can post a capability?: Anyone who can describe it concretely: a practitioner, a team that supplies it, or a training provider. Commercial entries are labelled as such — the site takes no payment for placement.
Is a course a capability?: A course is an offer, not a capability. Post the capability, and if a course is how you supply it, say so in the details. Training is also covered separately in the industry section.
How do you keep this from becoming an ad board?: The reviewer asks one question: could a buyer tell from this entry whether the supplier is any good? Marketing copy cannot answer it, so it does not pass review.

Read before describing the capability

All three indexes

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