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gstack/evals/parity/regressions/pr-2030.json
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{
"pr": 2030,
"url": "https://github.com/garrytan/gstack/pull/2030",
"title": "Record only signal-bearing learnings",
"targets": [
"office-hours",
"plan-ceo-review",
"plan-eng-review",
"plan-devex-review",
"learn",
"design-consultation",
"plan-design-review",
"design-review",
"qa",
"qa-only",
"devex-review",
"scrape",
"skillify",
"investigate",
"review",
"cso",
"ship"
],
"anchor": "GSTACK2_FIX_2030_SIGNAL_GATED_LEARNING",
"body": "### 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.",
"regression": {
"input": {
"workflow_completed": true,
"explicit_feedback": null,
"observed_outcome": null
},
"expected": {
"learning_written": false,
"helpful_counter_incremented": false,
"harmful_counter_incremented": false
}
}
}