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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -95,6 +95,13 @@
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"reproduced_defect": "Record only signal-bearing learnings",
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"regression_fixture": "evals/parity/regressions/pr-2030.json",
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"explanation": "### Signal-gated learning\n\nPersist a learning only when the interaction contains a useful, reusable signal such as an explicit preference, correction, accepted recommendation, or rejected direction. Track helpful and harmful outcomes separately. Do not manufacture a learning merely because a workflow completed."
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},
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{
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"classification": "INTENTIONAL_IMPROVEMENT",
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"issue_or_pr": "https://github.com/garrytan/gstack/pull/1049",
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"reproduced_defect": "Refuse to log success without a persisted design doc",
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"regression_fixture": "evals/parity/regressions/pr-1049.json",
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"explanation": "### Artifact-verified outcome\n\nThe design doc file is the artifact of this session. Before the telemetry block runs, verify that a design doc actually persisted to disk. When no doc was written, the outcome must be `no_doc`, never `success`, no matter how productive the conversation felt. A session without a persisted artifact is not a successful session, and downstream analytics depend on that distinction to catch skipped review phases."
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}
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]
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}
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