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Issue kind
Child slice / bounded follow-on
Parent issue or lane
#1742, following #1759
Problem / intent
Some ordinary caution outputs concern local state, installed-state compatibility, CLI identity, ...
planning
priority/medium
workflow
Issue kind
Child slice / bounded follow-on
Parent issue or lane
#1742, following #1759
Problem / intent
#1759 focuses on selected start and implement caution classes. Other ordinary or near-ordinary ...
planning
priority/medium
workflow
Issue kind
Child slice / bounded follow-on
Parent issue or lane
#1742, following #1759
Problem / intent
#1759 action-shapes several ordinary caution classes, but active-owner, active-plan reliance, ...
planning
priority/medium
workflow
Results are not reproducible - seed setting is not working.
背景
「retriever → reranker → distill」の 3 段構成を公平に比較・検証する評価基盤の信頼性に穴があった。
1. 頻度バイアス: eval のクエリ=ペルソナ名で 7 種しかなく、評価は eval 200 行(画像単位)の マイクロ平均。枚数の多い頻出ペルソナ(user_beta=43 枚、base でも MRR=1.0)が指標を支配し、
各段の効果を公平に測れていなかった(seed=1 ...
Problem Statement
skill-forge hardens a SKILL.md by running it through runner/judge rounds. The same loop applies to any agent-based
instruction file - CLAUDE.md, AGENTS.md, GEMINI.md, .cursor/rules/*, ...
agent-ready
in-progress
背景
已有 zigzag_annual_return(每年潜在最大收益/损失)。本 issue 新增从同一套 ZigZag 枢轴出发的牛熊周期视角:相邻枢轴配段,L→H 为牛市、H→L 为熊市,统计每段起止/涨跌/历时并汇总。
方案
新增 plots/zigzag_bull_bear_cycle.py(+ .md):
- 复用 pivot_eval.zigzag_pivots(默认 30% ...
enhancement
Problem
The lastfm_ingest.py script writes the same boundary scrobble to a new Parquet file on each daily run, causing silent
duplicates in the curated dataset.
Root Cause
In scripts/lastfm_ingest.py: ...
bug
Add developer centric documentation for detailing development process. At the moment it s pretty lacking.
documentation
Install method: Docker / native — any long-running instance with TTS enabled. Area: services/tts/tts_service.py (cache),
src/constants.py.
Summary
TTSService caches every synthesized audio clip to TTS_CACHE_DIR ...
ready for review

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