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Gap
The Python SDK shipped the external-API remote-play path in chipzen-bot 0.3.0 (#55): run_external_bot(),
connect_to_chipzen(), chipzen.toml config, RetryPolicy, safe_mode, and the chipzen run-external ...
enhancement
external-api
P1 - High
size-L
Dave-London
问题描述
VMD-LSTM-CatBoost（模型三）和 VMD-LSTM（模型四）中的 LSTM 网络在训练集上 loss 极低（~1e-4 量级），但在测试集上 MSE 高达数百甚至上千，呈现典型的严重过拟合。
日志证据
多个日志文件显示：
- 训练样本数(train_samples)=18, 序列长度(seq_len)=6
- LSTM 训练集 best_loss: 0.000093, ...
bug
lilacseeking
问题描述
VMD-SVR（模型五）在三种物资上的预测值大部分为负数，而物资需求量不可能为负（实际范围：10KV电缆10-30、变压器5-15、避雷器55-105）。
指标证据（来自 metrics_summary.json）
| 物资 | MSE | RMSE | MAE | R² |
| --- | --- | --- | --- | --- |
| 10KV电缆 | 401.89 | 20.05 ...
bug
Summary
phase-section-analyst と environment-section-analyst をバンドル受領の薄いナレーション層に。両者とも必要データは既存 prefetch に揃っている（phase_structure /
weather / terrain）。model は sonnet 維持。
Parent
Part of #234: Epic 3層アーキテクチャ再編 ...
design-approved
sub-issue
yamakii
Summary
efficiency-section-analyst をバンドル受領の薄いナレーション層に。fetch ツールを削除し、form_evaluation / hr_zones_detail / form_baseline_trend（S1
でバンドルに追加済み）を CONTEXT から使う。model は sonnet 維持。
Parent
Part of #234: Epic ...
design-approved
sub-issue
Summary
summary-section-analyst を「バンドル受領 → synthesis のみ」の薄いエージェントに改修。最大のコスト削減（~$3.0/活動）かつ第1弾。model は opus 維持（synthesis
品質を変えず、質リスクほぼゼロ）。
Parent
Part of #234: Epic 3層アーキテクチャ再編
Design
Files to Create/Modify ...
design-approved
sub-issue
For some reason the STMP isn t working for both production and local testing. Mostly when you create an account, you don
t get a welcome message.
DIttoSensei
Summary
prefetch_activity_context を拡張し、各 section agent が個別 fetch していたデータをサーバ側で1バンドルに集約する（L0 計算層）。新ツールは作らず既存の CONTEXT
注入導線を活用（後方互換、キー追加のみ）。
Parent
Part of #234: Epic 3層アーキテクチャ再編
Design
Files to Create/Modify ...
design-approved
sub-issue
What to build
Let the documents API be filtered by source, and surface a note s owning source on the wire — the data foundation the
MFS Finder view needs to list the notes of this vault.
End-to-end: ...
ready-for-agent
Catafal
What happened
On feat/name-vs-authority-remediation-01KTYGTE (mission #132), two pinning tests in
tests/integration/test_p0_pinning_regressions.py fail at branch tip:
- test_1889_resolve_feature_dir_for_flattened_mission ...
bug
priority:P2
reliability
triage:needs-revision
stijn-dejongh
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.