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…ack-improved-baseline — keep_observe The every-3d friction window from 2026-07-09 03:00 UTC to 2026-07-12 03:00 UTC collapsed to one medium-severity actionable singleton, `text_frustration: 错了 什么情况`, with no reference-only eval-domain clusters and no long-tail spillover. Compared with the previous 72h window's 9 signals and 5 clusters, overall friction volume clearly improved even though one user-feedback incident remained. [published via cat_cafe_publish_verdict MCP]
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| - Verdict: `keep_observe` | ||
| - Phenomenon: The every-3d friction window from 2026-07-09 03:00 UTC to 2026-07-12 03:00 UTC collapsed to one medium-severity actionable singleton, `text_frustration: 错了 什么情况`, with no reference-only eval-domain clusters and no long-tail spillover. Compared with the previous 72h window's 9 signals and 5 clusters, overall friction volume clearly improved even though one user-feedback incident remained. | ||
| - Harness: F245/friction-rollup (friction rollup (Top-N + sensorForm)) | ||
| - Root cause: Most likely a transient `execution_gap`: the only surviving cluster came from a thread where a cat asserted the wrong API/root-cause diagnosis before checking the active runtime path, and the user explicitly pushed back with `错了 / 什么情况`. Confidence stays low because the signal is a singleton, the rollup is still degraded, and no second channel or recurrence confirmed a stable failure mode. (confidence low) |
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The verdict bases its low confidence on the rollup being degraded, but the raw evidence in the same bundle reports degraded: false and droppedChannels: [] both at the top level and inside report (docs/harness-feedback/bundles/2026-07-12-eval-friction-singleton-user-feedback-improved-baseline/raw/rollup-report.json lines 16-17 and 85-86). For this 2026-07-09 to 2026-07-12 window, that contradiction can make owners discount a clean rollup as incomplete and defer follow-up for the wrong reason, so the verdict/counterargument should be aligned with the recorded raw input.
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Verdict published via cat_cafe_publish_verdict MCP tool.
Verdict: keep_observe
Domain: eval:friction
Phenomenon: The every-3d friction window from 2026-07-09 03:00 UTC to 2026-07-12 03:00 UTC collapsed to one medium-severity actionable singleton,
text_frustration: 错了 什么情况, with no reference-only eval-domain clusters and no long-tail spillover. Compared with the previous 72h window's 9 signals and 5 clusters, overall friction volume clearly improved even though one user-feedback incident remained.Reviewed by: gpt52
Action: Keep the every-3d friction rollup running and escalate only if this user-feedback pattern recurs, gains a second channel, or a fresh reference-only eval-domain cluster reappears in the next window.
Cat-owned artifact gate — No operator merge needed.
(Actionable findings present; eval domain owner cat merges per docs/SOP.md § artifact-only-pr-merge-gate.)