Bow Tie Kreative Writing System

Applying it

Writing Quality Measurement Model

Twelve weighted measures, scored nought to four. Four of them are gates: below two, the document fails regardless of the average.

weighted_score = sum(metric_score × weight) / sum(4 × weight) × 100

The twelve metrics

The twelve quality metrics, their weights and questions
MetricWeightGateQuestion
accuracy 2 Gate Does every proposition preserve intended and supportable meaning?
grammar 1 Are required morphological and syntactic relations well formed for the target variety?
clarity 1.5 Can the audience recover referents, relations, scope, and action without preventable rereading?
usability 2 Can the reader find, understand, and use the content for the intended task?
structure 1 Does order reveal the document’s questions, hierarchy, and progression?
evidence 2 Gate Do claims have appropriate, proximate, bounded support?
accessibility 2 Gate Can readers with varied sensory, cognitive, language, and input conditions access the meaning and action?
voice fit 0.75 Does the prose maintain the declared relationship and adapt tone to the situation?
rhythm 0.5 Do syntax, length, sound, stress, and repetition support attention and effect?
ethics 2 Gate Does the text preserve truth, dignity, consent, privacy, and meaningful choice?
maintainability 0.75 Can volatile facts, terms, rules, and versions be updated without drift?
outcome 2 Did the intended reader state or behavior change as intended without unacceptable harm?

What a score means

0
absent or harmful
1
major failure
2
usable with material limits
3
strong
4
excellent for context

Hard gates

  • ANY
    • accuracy lt 2
    • evidence lt 2
    • accessibility lt 2
    • ethics lt 2

Then: fail regardless of average

Else: calculate weighted score

Outcome tests

The measured outcomes the model treats as evidence that the writing worked.

  • comprehension recall
  • findability time
  • task completion
  • error rate
  • decision quality
  • qualified conversion
  • retention or follow through
  • reader trust
  • maintenance drift

Score a document over the API →