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HumbleDaanHumbleDaan/fabric-project-structure/.github/skills/business-glossary/SKILL.md

business-glossary

Skill0 starsChanged 2 months agoMITView on GitHub

Resolve or define business terms before they get baked into a measure, table or report name. Use when a request contains an ambiguous business term (revenue, customer, active, churn, order), when defining a new measure, when two people appear to mean different things by the same word, or when the user asks what a term means here.

The file

We split this skill into the rules it gives an agent

4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈4

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    If defined: use it, and state the definition you are working from in one line so the user can correct you cheaply.

    line 29
  2. Distinctive:

    If not defined, and it matters: stop and ask. Offer the two or three readings you can see.

    line 31
  3. Distinctive:

    Do not silently pick one — a wrong assumption becomes a measure, the measure gets a name, the name gets into a report, and it is a …

    line 32
  4. Distinctive:

    If it takes a paragraph, it isn't a glossary entry — write it up in the project folder and link it.

    line 44

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Business Glossary

The most expensive bugs in analytics are not code bugs — they are two people using one word for two things, and nobody noticing until the numbers are in front of a board. This skill makes the agent stop and check rather than guess.

When to use

  • A request contains a business term with more than one plausible meaning
  • A new measure, table or report is being named after a business concept
  • Two sources disagree on a number that "should" match
  • The user asks what a term means in this organisation

When not to use

  • Fabric or Power BI technical vocabulary — that's ../../standards/glossary.md and the Microsoft Fabric skills
  • Terms local to a single project — check that project's project-context.md first

Procedure

  1. Look it up in ../../standards/glossary.md, then in the project's project-context.md. Project scope wins over global scope where they differ — and if they differ, say so out loud, because that is usually a mistake worth fixing.
  2. If defined: use it, and state the definition you are working from in one line so the user can correct you cheaply.
  3. If not defined, and it matters: stop and ask. Offer the two or three readings you can see. Do not silently pick one — a wrong assumption becomes a measure, the measure gets a name, the name gets into a report, and it is a six-month problem.
  4. If not defined, and it doesn't matter: proceed, and note the assumption.
  5. When a new term is agreed, add it to the glossary in the same change as the artefact that uses it. A term agreed in chat and not written down was not agreed.
  6. Name the owner. A term with no owner has no tiebreaker.

Writing a definition

  • One sentence, stated positively.
  • Say what it excludes — that is where the disagreement lives (Net Sales excludes VAT and freight).
  • Fill the "don't confuse with" column; it does more work than the definition itself.
  • If it takes a paragraph, it isn't a glossary entry — write it up in the project folder and link it.

Failure modes

SymptomCauseFix
Two measures, similar names, different numbersSame term defined twice, independentlyConsolidate; keep one, alias the other, deprecate loudly
A number "changed" with no code changeDefinition drifted informallyVersion the definition; note the change date in the glossary
Endless "which revenue?" in reviewsTerm used in names but never definedDefine it, then rename the artefacts
Glossary nobody readsIt grew to 200 rows of obvious termsOnly define terms that have caused, or could cause, an argument

Related

  • ../../standards/glossary.md — the glossary itself
  • ../naming-check/SKILL.md — turning an agreed term into a compliant name
  • projects/*/project-context.md — project-scoped overrides

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