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Parent Issue
Part of #13 (API middleware).
File
src/cbs/api/middleware/idempotency.py (new)
Go Source
internal/api/middleware/idempotency.go (142 lines) — NewIdempotency, responseCapture, GetIdempotencyKey, ...
middleware
phase-3
The monitor detected that the pinned version in this repository differs from the version detected on the live official
source.
- Framework: NIST SP 800-53 (nist-sp-800-53)
- Pinned version (frameworks.yaml ...
needs-review
source-change
The scheduled health check found agents that failed three or more consecutive checks.
- agent-svg-registry: https://agent-svg-registry.vercel.app/.well-known/agent-card.json (Expected HTTP 200, got ...
health-check
The problem
The DeviceTemperature sensor hardcodes _divisor = 100:
https://github.com/zigpy/zha/blob/dev/zha/application/platforms/sensor/init.py — class DeviceTemperature(Sensor) sets
_divisor = 100, ...
bug
环境
1. 使用 autodl 的 cyberverse 官方镜像
2. 使用 liveact
3. 两块 H800
报错
SageAttention
make inference 启动时报错,SageAttention 需要重新安装一遍以适配 H800
NCCL
make inference 启动时会一直卡在下图,10分钟后会超时。
img width= 757 height= ...
Parent Issue
Part of #13 (API middleware).
File
src/cbs/api/middleware/error_handler.py (new)
Go Source
internal/api/middleware/recovery.go (37 lines) — panic recovery (Python equivalent: unhandled ...
middleware
phase-3
Hypothesis
Adding CatBoost (ordered boosting, native categorical/grouped support) and XGBoost as additional base models increases
ensemble diversity beyond LightGBM + TCN. CatBoost may handle well-level ...
experiment
lightgbm
priority:low
Hypothesis
Systematic hyperparameter tuning via Optuna (Bayesian) can improve both TCN and LGBM beyond manual defaults. TCN
channels/depth/window/kernel, LGBM lr/n_estimators/leaves.
Approach
- Optuna ...
a5-tcn
experiment
lightgbm
priority:low
Potentially Stagnant Files Identified
This issue was automatically created by Revive Code Bot to highlight files that haven t been updated for a long time or
may require review. Regular updates and reviews ...
Enable the app to transcribe live sound (via microphone input) directly into editable MIDI. Users can jam vocally or
with external sounds, and the system will create note data for further editing.
enhancement

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