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What this is
A design/roadmap PR (spec only — no implementation yet) for making active-loop cheap to drive and clean to grow. It
treats the repo like a DeepMind-grade OSS project: an invocation layer ...
Mirrorad1
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pull[bot]
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Summary
- add a committed-output release manifest regression for the live audit archive JSON/Markdown records
- add committed-output checksum regressions for the retained dry-run live audit report ...
punk6529
Created extension/handlers/ai/gemini-education-descriptions.js to automatically fill empty education Description
textareas. Uses hardcoded fallback descriptions mapped to specific school names, and integrates ...
flywiththetide
概要
Closes #131。routers/collect.py の3つのジョブ開始エンドポイントで逐語重複していた前処理を共通ヘルパ _start_collection_job(db, job_type) に集約しました。Issue
コメントの提案（ヘルパの責務境界＝running 判定はヘルパ外）通りの実装です。
変更内容
新設ヘルパ（routers/collect.py）:
def ...
kome-kome
Thanks for asking me to work on this. I will get started on it and keep this PR s description up to date as I form a
plan and make progress.
Fix the failing GitHub Actions job Build node-nstool for Windows ...
Copilot
Closes the two structural AI-first gaps the assessment kept converging on — both now mechanically real, both validated
locally.
Goal A — mechanize the GPU one heavy ML subprocess at a time rule
src/process_lock.py ...
MikkoNumminen
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