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Goal
Continue draft PR #2 by replacing the CSS fallback art with a repeatable, original, local-first sprite pipeline without
making the map a second MIS source of truth.
Codex instructions
Use the complete ...
Parent
Parent: #219
What to build
Add a final end-to-end regression pass around the recommendation system so the user-visible contracts from the PRD are
protected. This should cover Today ordering, ...
enhancement
epic: ai
epic: content
ready-for-agent
ux
先说清楚,我不是来挑事的,纯粹是基于观察到的现象来讨论。
这个仓库最近新增的 Star 里,大比例的账号呈现出批量生产的特征——注册时间扎堆、个人主页什么都没有、活动记录为零。我理解开发者都希望自己的项目被更多人看到,但通过这种方式获取的关注,归根到底是假的,对项目来说得不偿失。
而且刷星这件事一旦被社区扒出来,对个人口碑的杀伤力是巨大的。
真诚建议维护者自查一下 Star 来源,主动清除不正常的数据,在社区做个简单的说明。如果需要推广,可以考虑写技术博客、做分享演讲、参与社区讨论等正当渠道。 ...
Parent
Parent: #219
What to build
Provide a background recalculation path for stale or missing recommendation scores after preference history changes,
scoring formula changes, embedding changes, or ...
enhancement
epic: ai
epic: automation
epic: content
ready-for-agent
SRMS-001: Stabilize Report Card Layout Engine
Objective
Implement a professional single-page A4 landscape report card layout for both O-Level and A-Level students.
Requirements
- Single-page landscape ...
Parent
Parent: #219
What to build
Add on-demand recommendation explanations from the Today row or article detail surface. The default feed should stay
clean, while an interested user can inspect concise ...
enhancement
epic: ai
epic: content
ready-for-agent
ux
Currently, all authenticated users have access to multiple dashboards without strict role separation. This creates
security risks and breaks marketplace trust.
🎯 Goal
Implement a secure RBAC system separating: ...
What features would you like to see added?
Today LibreChat has two capabilities that aren t connected:
1. SharePoint/OneDrive file picker (#8651) — lets a user browse and select SharePoint/OneDrive ...

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