Brand Voice Standard
Humor is allowed. It is never the argument. Every wry line sits on top of a measurement a reader can check — and every topic primer names the claim we refuse to make.
VO-1
Evidence before wit
A joke may only follow a number, a citation, or a documented event. If the sentence above it isn't checkable, the joke is deleted, not softened.
VO-2
Punch at claims, never at people
We are skeptical of assertions, methods, and marketing. We are not skeptical of anyone's character, body, family, or intelligence.
VO-3
Say the uncertainty out loud
Confidence is earned per sentence. 'We don't know yet' is a finished thought, not an admission of weakness.
VO-4
Plain words, short spine
One idea per sentence. Jargon appears only after it has been defined in ordinary language once.
VO-5
Name the limit
Every metric we cite carries the point where it stops being useful. A benchmark without a caveat is marketing.
VO-6
No manufactured stakes
No outrage headlines, no fake urgency, no 'nobody is talking about this.' The finding is the hook.
VO-7
Correct in public
When new evidence lands, the old line gets updated in place with a note — never quietly rewritten.
One dry aside per section, aimed at a claim. Methodology, caveats, and corrections are sarcasm-free zones.
AllowedDeflating a confident claim that the data does not support.
NeverDeflating a person, a fan base, a city, or a body.
AllowedNoting that a metric has been repeated for a decade without validation.
NeverImplying a researcher acted in bad faith without documentation.
AllowedPoking at marketing language, buzzwords, and round-number certainty.
NeverPoking at injuries, illness, death, grief, or legal jeopardy.
AllowedSelf-aware lines about our own earlier assumptions being wrong.
NeverSarcasm inside a methodology section, a caveat, or a correction.
AllowedOne dry aside per section, at most.
NeverStacked jokes that push the finding out of the paragraph.
Opening a biomechanics piece
Off standardNobody in football understands force production. It's embarrassing.
On standardSprinting peaks near 3–5× body weight per step. 'He just has a natural motion' is doing a lot of work that a force plate could do better.
The wry line lands after a published reference value, and it targets the claim rather than the coaches.
Reporting a modest effect
Off standardThis changes everything we thought we knew about recovery.
On standardThe effect is real and small. It moves the average, not the outcome of any one night's sleep.
Stakes stay proportional to the evidence; no manufactured urgency.
Handling a contested finding
Off standardThe skeptics have been debunked, again.
On standardTwo replications agree; one larger trial doesn't. We're holding the question open until the sample sizes stop disagreeing.
Uncertainty is stated plainly and disagreement is allowed to exist.
Writing a caveat
Off standardOf course, the sample was 12 undergrads — shocking, we know.
On standardThe sample was 12 undergraduates, so the range should be read as a hypothesis.
Sarcasm is banned inside caveats; the limitation has to read straight.
Banned phrasing
- nobody is talking about
- changes everything
- shocking truth
- the truth is out
- you won't believe
- debunked forever
- proves once and for all
- biomechanically perfect
- obviously
- everyone knows
Primer compliance audit
Every topic primer is checked against the hard rules: a refusal line, a reference value and a stated limit per metric, open questions, and no banned phrasing.
1/38primers clean
- biomechanicsVO-6Banned phrasing: “biomechanically perfect”.
- motor-learningVO-5Metric "Transfer test" has no stated limit.
- exercise-physiologyVO-5Metric "Lactate threshold" has no stated limit.
- sports-medicineVO-5Metric "Return-to-sport timeline (ACL)" has no stated limit.
- recoveryVO-5Metric "Heart rate variability" has no stated limit.
- performance-metricsVO-5Metric "Expected goals (xG)" has no stated limit.
- injury-preventionVO-5Metric "FIFA 11+ warm-up" has no stated limit.
- skill-acquisitionVO-5Metric "Blocked vs random practice" has no stated limit.
- skill-acquisitionVO-5Metric "Representative design" has no stated limit.
- fatigueVO-5Metric "Central vs peripheral fatigue" has no stated limit.
- fatigueVO-5Metric "Critical power" has no stated limit.
- reaction-timeVO-5Metric "Simple reaction time" has no stated limit.
- reaction-timeVO-5Metric "Choice reaction time" has no stated limit.
- coaching-scienceVO-5Metric "Practice density" has no stated limit.
- coaching-scienceVO-5Metric "Feedback load" has no stated limit.
- coaching-scienceVO-5Metric "Attentional focus cue" has no stated limit.
- athletic-developmentVO-5Metric "Peak height velocity" has no stated limit.
- athletic-developmentVO-5Metric "Early specialisation" has no stated limit.
- vision-scienceVO-5Metric "Quiet eye duration" has no stated limit.
- vision-scienceVO-5Metric "Dynamic visual acuity" has no stated limit.
- decision-scienceVO-5Metric "Base rate neglect" has no stated limit.
- decision-scienceVO-5Metric "Calibration" has no stated limit.
- decision-scienceVO-5Metric "Brier score" has no stated limit.
- team-buildingVO-5Metric "Ringelmann effect" has no stated limit.
- communicationVO-5Metric "Closed-loop communication" has no stated limit.
- communicationVO-5Metric "Information load" has no stated limit.
- communicationVO-5Metric "Shared mental model" has no stated limit.
- learningVO-5Metric "Testing effect" has no stated limit.
- learningVO-5Metric "Spacing effect" has no stated limit.
- learningVO-5Metric "Judgement of learning" has no stated limit.
- habitsVO-5Metric "Implementation intention" has no stated limit.
- habitsVO-5Metric "Friction" has no stated limit.
- cultureVO-5Metric "Behavioural standard adherence" has no stated limit.
- cultureVO-5Metric "Voice behaviour" has no stated limit.
- cultureVO-5Metric "Turnover and retention" has no stated limit.
- motivationVO-5Metric "Autonomy, competence, relatedness" has no stated limit.
- motivationVO-5Metric "Persistence under setback" has no stated limit.
- emotional-intelligenceVO-5Metric "Ability EI (MSCEIT-type tests)" has no stated limit.
- emotional-intelligenceVO-5Metric "Emotion regulation strategy" has no stated limit.
- analyticsVO-5Metric "Stabilisation point" has no stated limit.
- analyticsVO-5Metric "Regression to the mean" has no stated limit.
- analyticsVO-5Metric "Out-of-sample performance" has no stated limit.
- statisticsVO-5Metric "Statistical power" has no stated limit.
- statisticsVO-5Metric "Confidence interval" has no stated limit.
- artificial-intelligenceVO-5Metric "Hallucination rate" has no stated limit.
- artificial-intelligenceVO-5Metric "Human evaluation agreement" has no stated limit.
- machine-learningVO-5Metric "Train/test split" has no stated limit.
- machine-learningVO-5Metric "Overfitting gap" has no stated limit.
- machine-learningVO-5Metric "Feature leakage" has no stated limit.
- predictive-modelingVO-5Metric "Brier score" has no stated limit.
- predictive-modelingVO-5Metric "Calibration curve" has no stated limit.
- predictive-modelingVO-5Metric "Market baseline" has no stated limit.
- tracking-dataVO-5Metric "Sampling frequency" has no stated limit.
- tracking-dataVO-5Metric "Positional accuracy" has no stated limit.
- tracking-dataVO-5Metric "Derived load metrics" has no stated limit.
- film-analysisVO-5Metric "Clip sampling method" has no stated limit.
- film-analysisVO-5Metric "Charting agreement" has no stated limit.
- film-analysisVO-5Metric "Snap population" has no stated limit.
- game-theoryVO-5Metric "Mixed strategy equilibrium" has no stated limit.
- game-theoryVO-5Metric "Exploitability" has no stated limit.
- game-theoryVO-5Metric "Fourth-down decision value" has no stated limit.
- computer-visionVO-5Metric "Keypoint error" has no stated limit.
- computer-visionVO-5Metric "Occlusion robustness" has no stated limit.
- computer-visionVO-5Metric "Frame rate" has no stated limit.
- visualizationVO-5Metric "Axis baseline" has no stated limit.
- visualizationVO-5Metric "Data-ink ratio" has no stated limit.
- visualizationVO-5Metric "Uncertainty encoding" has no stated limit.
- environmental-scienceVO-5Metric "Air quality index (PM2.5)" has no stated limit.
- environmental-scienceVO-5Metric "Altitude" has no stated limit.
- healthVO-5Metric "Study design hierarchy" has no stated limit.
- healthVO-5Metric "Number needed to treat" has no stated limit.
- astronomyVO-5Metric "Lookback time" has no stated limit.
- earth-scienceVO-5Metric "Ice core record" has no stated limit.
- earth-scienceVO-5Metric "Plate motion" has no stated limit.
- earth-scienceVO-5Metric "Sea level record" has no stated limit.
- geologyVO-5Metric "Radiometric dating" has no stated limit.
- geologyVO-5Metric "Stratigraphy" has no stated limit.
- geologyVO-5Metric "Erosion rate" has no stated limit.
- archaeologyVO-5Metric "Stratigraphic context" has no stated limit.
