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배경
docs/operations/staging-self-ship.md는 P1 staging self-ship lane(ADR 0088)의 운영자 runbook인데 영어로 작성됐다. 저장소 한국어화
방향(#1112/#1116/#1120) + 사람-검토 문서는 한국어 기준에 맞춰 한국어로 전환한다.
범위
- 산문/헤딩 한국어화 (필요 시 기술 용어 한영 ...
User Story
As an AI agent, I want sk briefing --available-tokens N to formally allocate token budget across components
(constitution, code-context, pinned-entries, knowledge) so no single component crowds ...
enhancement
User Story
As an AI agent, I want stale knowledge entries to surface with lower confidence so that 18-month-old mistakes don t
compete equally with last week s discoveries.
Background
Research from ...
enhancement
Summary
An agent running verify-llm-artifacts hallucinated an entirely fabricated set of findings (inferred from the working
directory s branch name and surrounding files) instead of reading the actual ...
bug
documentation
User Story
As an AI coding agent finishing a sprint, I want to see what new knowledge was learned this week vs last week — new
mistakes, resolved bugs, new patterns — so I can include it in handoff notes. ...
enhancement
python
User Story
As an AI coding agent, I want auto-generated concept tags to represent what s unique about each entry (not just frequent
words), so recall precision improves when filtering by tag.
Background ...
enhancement
python
User Story
As an AI coding team member, I want to see compute spend across sessions over time, broken down by model and task, so I
can identify expensive workflows and optimise model selection.
Background ...
enhancement
python
User Story
As an AI coding agent, I want to know whether my knowledge base is actually helping (or returning noise), so I can tune
query strategies and prioritise curating low-quality entries.
Background ...
enhancement
python
M5 answer-path: capture-sourced ask_user can t be answered through PollyPM (mid-tool guard + delivery format)
With the AskUserQuestion parser now landed (#2500 — operator SEES the structured options live), ...
Action
Add 1 new faculty entries (batch submission)
Institution
Chinese University of Hong Kong
Faculty Entries
1. Wing Cheong Lau
- Homepage: https://staff.ie.cuhk.edu.hk/~wclau/
- Scholar ...
CSrankings form submission
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