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Expand agent-scoped learning capacity

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Theodore Song
2026-08-21 15:11:31 -04:00
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@@ -329,6 +329,14 @@ lists the agents that earned an aggregate promotion. Explicit empty scopes do
not leak to any agent, legacy unlabeled outcomes remain readable for migration,
and eligibility metadata survives local/offline and cloud-state compaction.
Build 80 expands the pending forward-research queue from 300 to 600 records and
the retained graded history from 500 to 1,000 outcomes. This keeps the 300
legacy observations through their remaining checkpoints while opening capacity
for strategy-scoped observations immediately. The larger history retains enough
independent events for per-agent 6-hour risk vetoes and 24-hour/72-hour
promotion confidence checks without relaxing execution, cost, or evidence
requirements.
Build 77 separates the directional learner's evidence lineage from the global
strategy release. Code-history verification found the same trend/reversal
generator and 24-hour/72-hour grading policy in Strategy 51 through Strategy