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作为SRE。这个项目的 Star 异常（npm/pip 下载量与 Star 完全不匹配，注册日期集中在最近两周内）让我想多说几句。
在国内的开源环境中，刷星问题有其特殊的土壤：
- KPI 驱动：很多公司把开源项目的 Star 数纳入绩效考核，直接催生了刷星需求
- 融资需要：在向投资人展示时，Star 数常被当作 社区认可度 的证明
- 信息不对称：很多决策者不了解 Star 可以造假，单纯地把它当作质量指标 ...
fault8cray
Parent Epic: #189
Purpose
Build the visible Connector Graph experience so users can understand and control how Files windows, Local Knowledge
Connectors, knowledge capsules, and Conversation Center are ...
area:repository-context
area:user-interface
status: ready
type: task
oscharko
各位好。在多位社区成员反映本仓库 Star 数据异常后，我花了一些时间做了较为系统的梳理和分析。以下是完整报告。
一、背景
本仓库的 Star 数在近期出现了显著的非线性增长，引起了社区的广泛关注和质疑。
二、数据概览
Star 从 733 涨到 11185 只用了 2 天。80% 新增账号是空壳号。
三、Stargazer 账号抽样分析
随机抽取了 116 个近期新增的 Stargazer ...
Parent Epic: #189
Purpose
Implement the indexing orchestrator that coordinates discovery, extraction, chunking, embedding, vector writes,
progress, cancellation, resume, and incremental updates for knowledge ...
area:agent-runtime
area:model-gateway
status: ready
type: task
maripps我花了大概半个小时翻了这个仓库的 Stargazer 列表。
翻了 19 页，每一页都是同样的景象：默认头像、空白资料、零活动。我抽样了 161 个账号做了详细检查，结果 87% 符合空壳号特征。
这个比例意味着什么？意味着这个仓库标称的 Star 数中，绝大多数都是花钱买来的。真实用户可能只有一小部分。
我必须坦白说：这种规模的造假让我非常震惊。做了十几年开发，第一次被一个 Stargazer ...
rplanellobk-code
Add COV of width— coefficient of variation of spiral width — as a dedicated metric on the summary page. Clinical
thresholds: 0.25 normal, 0.4 ataxia. Also implement loop-to-loop std deviation of tightness ...
enhancement
eileen-zalavarria
Parent Epic: #189
Purpose
Implement chunking, normalization, and citation mapping so large documents can be embedded and later cited accurately in
grounded answers.
Agent Execution Mode
- [ ] Single-agent ...
area:repository-context
area:verification
status: ready
type: task
Parent Epic: #189
Purpose
Implement document discovery and extraction adapters for selected Files scopes so Local Knowledge Connector can index
more than PDFs while staying safe and explainable.
Agent ...
area:repository-context
area:tooling-security
status: ready
type: task
Issue Description: Summary: Users are currently experiencing an inconvenience on the Enatega Multivendor Food Delivery
website, where changing the language requires a manual refresh of the entire application. ...
waleedahmedhere
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.