lsm / neokai / 26198361666

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Inject scoped Forge lessons (#1972)

* feat: inject scoped Forge lessons

Activate and manage accepted Forge lessons, then inject the top scoped lessons into future task-agent messages so completed episode learnings affect follow-up work.

* fix: handle missing Forge lesson scopes

Keep lesson selection non-fatal when task scope references are absent or stale, while preserving explicit evidence errors for invalid scoped tasks.

* fix: guard scoped lesson space matches

Prevent active lesson injection from using cross-space evolution scopes and cover the corrupted task reference case.

* fix: tolerate stale lesson goals

Keep scoped lesson lookup resilient when tasks reference missing goals so agent startup skips injection instead of failing.

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