topicspace agent layer
convert narrative-state intelligence into the next best analyst action
01topicspace data
board inputs
leaderboard states
setup types
transition benchmarks

structure
structure states
pressure readings

content
actor pages
report summaries
02trigger layer
state triggers
state change
confirmation / deterioration

setup triggers
setup type change
unpaid → confirmation

structure triggers
unresolved → organizing
participation broadens

pressure triggers
build → high
accelerating → fading

cluster triggers
price-led cluster
bearish rejection cluster
03interpretation layer
five questions
1what changed?
2why does it matter?
3improving or deteriorating?
4what does history say?
5what should be watched next?

outputs
change statement
meaning statement
benchmark context
resolution path
confidence note
04action layer
notify
state / setup alerts

summarize
actor-change brief
morning brief

compare
peer / cluster

escalate
watchlist
priority review

draft
note · post · commentary
05user-facing surfaces
watchlist dashboard
notification center
daily brief
actor pages
report
leaderboard
first workflow
follow actor / structure
trigger fires
interpretation generated
alert sent
click through
compare / generate note