Operating
A compact notation for humans and agents. Not tied to any software package — a way of writing an instruction down so that every parameter it needs is visible.
/seo
Define a program
/seo
goal="<qualified business outcome>"
business="<business>"
offer="<offer>"
audience="<segment>"
conditions="<context>"
task="<verb + object>"
intent="<intent>"
cluster="<representative cluster>"
canonical="<URL>"
format="<task-native format>"
evidence="<proof>"
graph="<role and edges>"
next="<adjacent action>"
metric="<primary metric>"
constraints="<hard limits>"/expand
Expand a semantic territory
/expand
concept="<parent concept>"
dimensions="parents,subtypes,synonyms,entities,attributes,relations,problems,causes,solutions,comparisons,questions,time"
audiences="<approved audiences>"
tasks="<approved task verbs>"
geographies="<approved locations>"
exclude="<wrong senses and audiences>"/cluster
Cluster candidates
/cluster
input="<candidate set>"
same_page_if="same sense AND same task AND compatible answer AND compatible next action"
split_if="different task OR different sense OR different necessary format OR real local/product difference"
output="canonical intent registry"/gate
Apply publication gates
/gate
candidate="<candidate>"
require="demand AND distinct task AND business value AND information advantage AND technical feasibility AND maintainability AND measurement AND compliance"
else="merge OR section OR research OR defer OR reject"/laka
Run LAKA
/laka
object="<SEO object>"
goal="<outcome>"
levels="Baseline,Minor,Major,Structural,Paradigm"
variables="Object,Conditions,Actions,Tools,Resources,Outcomes,Feedback,Constraints,Value,FailureMode"
descriptors="Magnitude,Rate,Direction,Scope,Depth,Duration,Frequency,Acceleration,Variability,Detectability,Reversibility,Propagation,Amplification,Accumulation"/experiment
Create an experiment
/experiment
id="<change ID>"
object="<object>"
laka="<level>"
if="<condition>"
then="<expected outcome>"
because="<mechanism>"
primary="<metric>"
guardrails="<metrics>"
baseline="<state>"
exposure="<minimum exposure>"
decision="<continue/expand/revise/reverse/escalate/retire>"
rollback="<rollback>"/audit-technical
Audit technical eligibility
/audit-technical
scope="<site/cohort/URL>"
states="access,status,render,robots,index,canonical,sitemap,links,depth,CWV,structured-data"
prioritize_by="affected business value × impact probability / effort and risk"/audit-canonical
Audit canonical ownership
/audit-canonical
clusters="<cluster registry>"
detect="multiple owners OR unstable URL dominance OR divided value"
actions="keep,merge,reposition,retire"/page
Generate a page brief
/page
cluster="<cluster ID>"
audience="<audience>"
task="<task>"
canonical="<URL>"
format="<format>"
answer="<direct answer>"
entities="<entities>"
relations="<relations>"
evidence="<evidence>"
links="<in/out edges>"
next="<next action>"
metric="<primary metric>"/review
Review a portfolio
/review
period="<period>"
evaluate="business,demands,canonicals,assets,technical,authority,experiments"
decide="continue XOR expand XOR revise XOR reverse XOR escalate XOR retire XOR monitor"
update="scores,rules,gates,backlog"