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feat(learn): attribute lesson recurrence from session corrections - #1556

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anandgupta42 merged 9 commits into

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feat/learn-recurrence

Oct 19, 2026

Merged

feat(learn): attribute lesson recurrence from session corrections#1556
anandgupta42 merged 9 commits into
mainfrom
feat/learn-recurrence

Commits on Oct 18, 2026
- feat(learn): attribute lesson recurrence from session corrections
  
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  43f6b8b
- fix(learn): tighten recurrence attribution boundaries
  
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  1a22075
- fix(learn): compaction-safe turn starts and exposure-scoped ambiguity
  
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  cd539a8
- fix(learn): scope recurrence to the named store and harden snapshot reads
  
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  873cff0
- fix(learn): ignore exposures after the correction; earlier versions need a correction
  
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  3bcde3d
- fix(learn): scope exposures to the named store; analyze outside the learn lock
  
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  6d8eb89
- fix(learn): order exposures against the correction message time
  
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  86cc88f
Commits on Oct 19, 2026
- fix(learn): no helpful vote for a correct lesson the agent missed
  
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  2803138
- fix(learn): status rows report zero recurrences instead of "no observed correction"
  
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  e0b04c3