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an example, limits of use, an owner, a date, and a version. We must also know whether the
prompt is tied to a particular tool or model, because behavior may change when it is moved.

A template fixes the shape of an input or an output. A writing request form ensures the
purpose, the audience, and the sources are present. A report template ensures the sections

stay constant. A checklist prevents a check from being forgotten. A gold example shows the
level of quality that words alone may struggle to describe.

Version control is not limited to software. When a prompt or a template changes, record

what changed, why, who approved it, and what effect it had on the results. Avoid editing the
version in live use without testing, because a small change in the instructions may improve
one aspect and weaken another.

A workflow repository can be created containing process cards, diagrams, templates,

prompts, sample inputs, escalation rules, and performance indicators. This does not mean
building a complex system from the outset. An organized folder or a shared knowledge space
is enough if ownership and versions are clear.

Standardization does not mean preventing flexibility. We fix what must stay constant, such
as the fields and the approval, and leave room to adapt the explanation or the tone. The goal
is to reduce unhelpful variation, not to produce identical outputs in every case.

TABLE 5-14: THE PROMPT LIBRARY CARD

Field Example

Name and purpose Preparing an executive summary from minutes and data.

Inputs Approved minutes, an indicator table, and the decision required.

Output shape 500 words, facts, options, and decision, with sources.

Limits of use Not for legal decisions or unapproved data.

Gold example A link to an output that passed review.

Verification A checklist for facts, figures, and tone.

Owner The planning department.

Version and date Version 1.3, 6 June 2026.

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