[codex] Track automation-applied outcome feedback#226
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July 2, 2026 08:28
Add an outcomes module that measures whether approved changes were actually good: approved managed skills get adoption verdicts (adopted/ignored/too_early) from usage-ledger deltas anchored on a new additive approved_at timestamp plus approval-time view/use baselines, and applied fact proposals get recall verdicts (recalled_and_helpful/ recalled/never_recalled/deleted) from the memory store's post-apply trajectory. Outcomes persist as a per-project snapshot refreshed at the start of session-reflector and skill-writer runs, feed the artifact chain (an applied_change_outcomes section in the feedback payload and outcome- derived generated-eval entries), strengthen stale/improvement skill recommendations when an approved skill is ignored, and are exposed read-only at GET /api/automation/outcomes.
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