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This PR adds the possibility to integrate custom attributes from the census to the synthetic persons: census: attributes: custom_attribute: RAW_COLUMN custom_attribute2: RAW_COLUMN2 TODO ...

概要 本 session 的 weekly paper-trending 工作(HF W19-W22, 2026):采集 → 全文分析 → 聚类趋势预判,端到端跑通 120 篇,并修复两个挡路的生产 bug。 修复 - fix(analyzer): score_total 恒为 0.0 v3 prompt 故意不输出 score_total(由 Python 从 score_breakdown ...

Summary - Bug fixed: partialFor s doc comment falsely claimed that Engine.downloadSem serialises same-key concurrent Open() calls within a process. Engine.downloadSem is a perAccountSemaphore keyed ...

This pull request was generated by the mq tool [test] flake rate: 0.1 logical conflict every: 100 sleep for: 600s close stale after: 48 hours [pullrequest] requests per hour: 60 target branch: main ...

Fixes #277 Benchmark cell: KK (plan=Kimi, impl=Kimi) Source run-id: f2080579-0549-4e5f-8337-4696b885061a Held-constant: explore + self-review on Sonnet. Produced by the mixed-provider routing benchmark. ...
benchmark:KK

I have implemented BCOCA state tracking, which is a key sub-task in Phase 3 of the ADF_TO_PDF_ROADMAP.md. Key changes: - Created com.mgz.pdf.PdfBarcodeState to encapsulate barcode attributes like type, ...

Closes #1645 Summary - Eliminate cross-module import violation in models layer by moving normalize_actor from vibe3.utils.actor_utils to private submodule vibe3.models._actor_utils - Ensures ...
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