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Concepts

Skills and guidance

Versioned instruction that steers generation and validation.

What it is

A skill is a versioned instruction package that guides how work gets done: sharper generation, better refinement, keener validation hints. Skills steer; they never silently change what a workflow means.

What it holds

  • Instructions: the primary document saying what to do and how — readable, editable, reviewable like any document.
  • Supporting files: references, scripts, and assets bundled beside the instructions when guidance needs more than words.
  • Versions: every save is a version — comparable across time, rollback-able by activating an older one.
  • Attachment points: whole-workflow or single-node application, so guidance lands where it belongs and nowhere else.

How it relates

  • Installed from the catalog through draft-tab review into your workspace; official Semogram-published skills arrive the same way as other official capabilities.
  • Applied visibly in Pipeline Studio — the graph always shows where a skill steered.
  • Improved through feedback: edits are new versions, and runs show what each version changed.
  • Removed safely: deleting guidance never deletes data or history.

What this means for you

  • Keep active skills few and named, each mapped to a real recurring job.
  • Judge against the unskilled baseline; prune what cannot show its effect.
  • Edit instructions like documents — because that is what they are.

Image: skill lifecycle — catalog, draft tab, installed version, attached run, new version.

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