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Database URL
https://www.themoviedb.org/tv/257994
YouTube Theme Song Video URL
https://www.youtube.com/watch?v=HJ_IyRnaqlQ list=RDHJ_IyRnaqlQ start_radio=1
Additional Information
- [ ] This is a ...
request-theme
Parent
Split out of #171 (transaction-form-dialog effect cluster).
What to build
Two no-event-handler findings remain in products/flow/web/src/components/transaction-form-dialog.tsx after #171, both ...
enhancement
javascript
ready-for-agent
I was reading setValves() and hit one line I want to sanity-check before treating it as intended behavior.
In packages/micropolis-engine/src/simulate.cpp around line 662, the current code caps residential ...
RUN_REAL_BACKEND_SMOKE=true nightly run RED — the browser cold-boot smoke (real refresh + GET /me + AuthGate) and/or a
per-feature contract smoke (generated client → real server → real DB) broke against ...
bug
Observed
agent_runs shows claim-verification failing (repeatably, 2026-06-11) with: Failed to write artifact claims: column
artifact_claims.created_at does not exist
Cause (likely)
verify-claims.ts ...
high-priority
阶段 A — 准确率
目标
- 用派生分数替换固定 0.60(qwen3_asr_adapter.py:408)。
- 基于片段长度/重复度/脚本匹配等启发式(若 sherpa-onnx 暴露分数则优先用)。
- 让 预览→正式 的提升判定更稳、减少字幕闪烁与重复。
验收标准
- 预览误提升率下降、字幕跳变减少(用 #1 的延迟/稳定性指标对照)。
- 保持预览不会越过 ...
accuracy
enhancement
阶段 A — 准确率
目标
- 复用现有 applyVocabulary 通路,强化 Whisper initial_prompt 热词注入。
- 若 sherpa-onnx 支持上下文偏置,则把热词同样传给 Qwen3 预览。
- 提升人名/术语/缩写识别。
验收标准
- 在含自定义术语的样本上,术语命中率较基线提升。
- initial_prompt 仅注入词表、绝不注入历史转写(防幻觉,沿用 ...
accuracy
enhancement
阶段 A — 准确率
目标
- 用神经网络分离替换能量法(diarization/energy.py),显著提升说话人标注质量。
- sherpa-onnx 的 pyannote-3.0 分段 + 嵌入聚类可在 CPU 16kHz 上离线运行。
- 保持能量法为回退,特性开关默认关闭。
验收标准
- 开关开启时多说话人样本上说话人切换点更准。
- 关闭时行为与现状一致。 ...
accuracy
enhancement
阶段 A — 准确率
目标
- 现有语言投票锁定(C5,manager.py:2050-2079)在 language=auto 时会把整场锁到单一语言,伤害中英混说会议。
- 引入 混说友好 策略:auto 模式下当高置信度异议频繁时不强锁,或对短片段保留 Whisper 多语自检;可结合 multilingual 运行档位。
验收标准
- #1 的 code-switch 片段 ...
accuracy
enhancement
Part of the realistic players epic.
Goal
Verify the realistic-player rendering in a real browser and capture before/after evidence for the PR.
How
Use Playwright against the Vite dev server. Drive ...

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