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概要
背景画像を毎回ダウンロードせず、キャッシュして再利用することでパフォーマンスを向上させる。
現状の問題
- 同じ背景画像URLでも毎回ダウンロードしている
- ネットワーク帯域とレスポンス時間の無駄
- 外部サーバーへの負荷
対応内容
- [ ] Flask-Cachingまたはredisを使用したキャッシュ機構
- [ ] キャッシュキーの設計(URL + サイズ) ...
enhancement
Objective
Prepare the invest-ai-dashboard repository for live deployment as a Streamlit web app so it can be accessed from mobile
browser.
The user wants:
Deploy as a live page so I can use it on my ...
deployment
documentation
mobile
mvp
risk-control
문제
`export_segmentation_dataset`이 `build_task_label_map`을 `include_review=True`로 호출하고,
`build_segmentation_runtime_config`(학습 YAML 생성)는 기본값 `include_review=False`로 호출. 두 함수가 같은 클래스에 서로 다른 sequential index를 ...
User Story
As a developer using sk, I want sk coverage [path] to show which source files have zero knowledge entries (blind spots),
stale coverage, or active coverage.
Background
knowledge-health.py ...
enhancement
User Story
As a developer using sk, I want to run sk trace analyze to see which tool sequences are most expensive and which tools
dominate my token burn.
Background
sk trace (#787) captures JSONL spans. ...
enhancement
User Story
As a developer using sk in a long Copilot session, I want briefing to detect when context is critically full and
auto-trigger session compact, returning its summary.
Background
arXiv:2601.07190 ...
enhancement
Problem
Every CI run on main for the last 5 merges has failed before any job started, masking several real bugs.
1. .github/workflows/ci.yml is malformed
A merge conflict glued two CI definitions into ...
WebUI: Code blocks without language specifier cause white screen crash
Type: Bug
Component: WebUI (MarkdownTextRenderer / CodeBlock)
Severity: High — crashes entire WebUI on specific session load
Summary ...
Why
When the orchestrator s `config.gates.lld = False` (gate bypassed for unattended runs), the human verdict gate (N4)
never executes — but the reviewer s verdict still propagates to `sub_result[\ review_verdict\ ...
Bug Description
When a user sends an audio file (e.g. .wav, .mp3, .ogg) through QQ s file transfer feature (not voice message), the
attachment is incorrectly routed through the speech-to-text (STT) pipeline ...

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