Bound autonomous learning snapshots

README.md

@@ -20,7 +20,7 @@ market snapshots. During an outage, cycles continue locally; cached entries are
 allowed for 90 minutes, older snapshots become mark-only, and all cached data
 expires after 24 hours.
 
-Build 114 targets five-minute slots with a serialized, self-chained GitHub Actions runtime.
+Build 115 targets five-minute slots with a serialized, self-chained GitHub Actions runtime.
 It continues from the previous agent snapshot and runs the next due paper cycle
 even when no browser is open. After each successful cycle, one repo-scoped
 workflow dispatch waits for the next five-minute boundary; one concurrency group
@@ -48,7 +48,7 @@ Polymarket event key. Related Ethereum or Bitcoin contracts cannot create
 several simultaneous copies of one move, and outcomes from the same underlying
 three-hour shock window count as one learner event.
 
-Each Build 114 cycle also scans the 1,000 most-active Polymarket events for
+Each Build 115 cycle also scans the 1,000 most-active Polymarket events for
 complete negative-risk bundles and logically nested threshold or deadline
 pairs. Gamma's market-specific fee flag replaces the old blanket 0.5-cent fee
 reserve for markets declared fee-free. The closest 60 structures are then
@@ -64,7 +64,7 @@ The Suggestions view stores scan, depth, fee, actionable, and closest
 executable-margin counts so an empty lane is evidence rather than an ambiguous
 failure.
 
-Build 114 retains the directional learner's exact-fee policy, which replaced the blanket half-cent cost with
+Build 115 retains the directional learner's exact-fee policy, which replaced the blanket half-cent cost with
 the market's Gamma fee schedule at both the entry and future checkpoint, plus a
 separate half-cent round-trip slippage allowance. Fee-free markets pay only the
 slippage allowance; an unavailable fee schedule gets a conservative four-cent
@@ -80,7 +80,7 @@ directional evidence under fee policy 2 and keeps those lanes observation-only
 until current independent 24-hour and 72-hour cohorts pass the existing
 promotion gate.
 
-Build 114 retains Build 100's retirement of the old 3-6 day resolution-window
+Build 115 retains Build 100's retirement of the old 3-6 day resolution-window
 capital permission. That audit clustered confidence by event but still averaged
 several correlated contracts inside each event, while production could choose
 only one. The corrected replay chooses the highest-volume eligible contract per event and
@@ -200,7 +200,7 @@ evidence proves an edge.
 
 Run `npm run evaluate:sports-favorites` for the retired pregame favorite audit.
 Its 12-hour, 60%-75% cohort had positive point estimates but did not establish a
-reliable confidence bound, so Build 114 no longer allocates capital to that rule.
+reliable confidence bound, so Build 115 no longer allocates capital to that rule.
 
 Strategy 62 instead uses the exact-fee settlement calibration's three-day Sports
 NO cohort as a bounded paper exploration lane. The corrected 5,000-market run