飙升榜第3期：新公式下小仓集体上位Rising Board, Issue 3: Under the New Formula, Small Repos Rise Together
本期有两处变化，读者需要先知道。第一，飙升榜从本期起改用「飙升分」排序，公式里加入了涨幅加成，不再只比绝对涨星数。第二，统计窗口比上期前移了：上期是 08-30 到 09-07，本期是 09-06 到 09-13，两期只重叠 2 天。因为窗口不同，两期的「Δ 涨星数」不能直接相减比较，但名次的升降是可比的，也是本期重点。
Two things changed this issue, and readers should know them up front. First, starting this issue the rising board sorts by a "rising score," and the formula now includes a percentage-gain bonus — it no longer compares absolute star gains alone. Second, the measurement window has moved earlier than last issue: last issue ran 08-30 to 09-07, this issue runs 09-06 to 09-13, so the two overlap by only 2 days. Because the windows differ, the two issues' "Δ star gain" figures can't be subtracted against each other, but rank movements are comparable — and those are the focus this issue.
先说结论
本期有两处变化，读者需要先知道。第一，飙升榜从本期起改用「飙升分」排序，公式里加入了涨幅加成，不再只比绝对涨星数。第二，统计窗口比上期前移了：上期是 08-30 到 09-07，本期是 09-06 到 09-13，两期只重叠 2 天。因为窗口不同，两期的「Δ 涨星数」不能直接相减比较，但名次的升降是可比的，也是本期重点。
换公式叠加窗口前移，把榜单重排得相当明显。最有说服力的是一组「大小仓换位」：PolinniZhong/dsh-personal-center 期初只有 55 星，7 日涨 125.5%、净增 69 星——单看净增星数，它是本期 20 席里倒数第二，按飙升分算却升到第 10 名，榜单页在它右侧标注的位次变化是 +9。反方向的例子是 zhu1090093659/dsh-web：期初高达 7,013 星、净增 495 星（涨 7.1%），绝对增量在本期排第三，名次却从上期第 2 掉到第 6。omdsh-dev/DSH-better-sidebar 期初 3,373 星、只涨 5.7%（净增 192 星），从上期第 6 掉到第 12。
这说明什么：旧公式下，大仓靠体量稳居前列，小仓再怎么涨也难冒头；新公式给涨幅加了成，小仓的爆发更容易被看见，但绝对增量仍然主导大局——第 1 名 dsh-desktop 净增 2,195 星，是第 2 名（213 星）的 10.31 倍。本期涨幅最高的其实是 dsh-tavern，达到 256.6%，但它期初只有 83 星，绝对增量停在 213 星，名次仍被 dsh-desktop 压在下面；涨幅与体量，是两件要分开看的事。本期前十合计净增 4,873 星，全榜 20 席合计 6,033 星，第 10 名门槛仅 Δ69 星；期初星数跨度从 55 星到 23,947 星，相差约 435 倍。
新公式怎么算
飙升分公式：risingScore = Δ × (1 + K_RATIO × Δ / prev)，其中 K_RATIO = 2。Δ 是 7 日绝对涨星数，是主导项；Δ/prev 是 7 日百分比涨幅，是加成项。旧的纯绝对涨星排序，本期起作废。
给读者一个刻度感：周涨 50%，分数乘 2；周涨 100%，分数乘 3；周涨 252%，分数乘 6.05。
为什么 K 取 2：样本内 Δ 跨度超过 10 倍（2,195 对比 202），K=2 给出的最大加成 6 倍，仍然压不过 Δ 的量级差；实测过 K=0/1/2/3/4/6 六档，Δ 最大的 dsh-desktop 在 K≤4 时都稳居第一，只有 K=6 才被 tavern 勉强翻过。所以 K=2 落在「绝对增量主导」这个区间里，K_RATIO 是公式里唯一可调的常数。
公式换成什么样，看位移最直接。把同一批数据按净增星数重新排一遍，再和飙升分排出来的名次对照：
| 新名次 | 项目 | 本期 Δ | 按 Δ 排的名次 | 位移 |
|---|---|---|---|---|
| --- | --- | --- | --- | --- |
| 1 | dsh-desktop | 2195 | 1 | 守位 |
| 2 | dsh-tavern | 213 | 6 | ↑4 |
| 3 | dsh-purge | 376 | 5 | ↑2 |
| 4 | Balance-Whale | 485 | 4 | 守位 |
| 5 | dsh-market | 509 | 2 | ↓3 |
| 6 | dsh-web | 495 | 3 | ↓3 |
| 7 | open-sea-skin | 176 | 10 | ↑3 |
| 8 | dsh-redteam-model | 152 | 11 | ↑3 |
| 9 | dsh-agent-teams | 203 | 7 | ↓2 |
| 10 | dsh-personal-center | 69 | 19 | ↑9 |
上表最后一列，和榜单页每位右侧标注的位次变化数字是同一个口径。可以看到升的全是期初基数小的（期初 55 到 389 星），降的全是期初基数大的（3,307 到 7,013 星），位移方向与设计意图一致。
前十逐个看
TOP 1 anywhere-labs/dsh-desktop（client）
定位：基于 DeepSeek Harness 的 Windows/macOS 开源桌面客户端。自动启动和管理本地 Harness 服务，集成系统托盘与桌面窗口，不需要自己装 Node.js，也不需要敲命令。它的定位语是「万物皆插件，桌面本身也是插件」。
事实：期初 23,947 星、期末 26,142 星，7 日净增 2,195 星（涨幅 9.2%），飙升分 2,597.4，稳居第一。这是一个独立社区开源项目，与深度求索无隶属、授权或背书关系。
适合谁：想用图形界面跑本地 DSH、不想折腾命令行环境的桌面用户。
TOP 2 flizzywine/dsh-tavern（plugin）
定位：基于 DSH 的文字游戏 Agent，支持导入 SillyTavern 人物卡。
事实：期初 83 星、期末 296 星，7 日净增 213 星（涨幅 256.6%），飙升分 1,306.2，是本期涨幅最高的项目。支持 PNG/JSON 人物卡导入、正则美化、MVU 后台状态栏、剧情插画（需另配生图服务）；支持 Windows/macOS/Linux，Android 为实验性；一轮交互约 10 秒；锁定 DSH 0.1.2-rc.1、DSH Desktop 2.0.5、DSHA 1.2.0-rc1.4。README 未标注许可证。
适合谁：喜欢文字冒险、想用自己的人物卡跑剧情的玩家。
TOP 3 YuJunZhiXue/dsh-purge（plugin）
定位：对本地 DSH 做规则设定与可回滚补丁管理的工具。
事实：v1.3.6，对齐 dsh 0.1.5-rc.1，需 Node.js ≥18（Windows 免闪动补丁需 ≥22），MIT 许可，补丁编号约 #4–#40，npm 尚未发布。
合规提醒：仅限授权环境使用，请勿用于任何未授权或非法用途。
适合谁：需要对本地 DSH 做配置与规则维护、并希望变更可回滚的用户。
TOP 4 MeteorNOX/DeepSeek-Balance-Whale-Widget（plugin）
定位：界面右下角的鲸鱼娘挂件，显示 DeepSeek API 余额、今日已用、每轮对话消耗金额。
事实：按真实 usage 换算，而非估算；默认「小鲸鱼记账」模式免令牌、零配置，配令牌后可结合峰谷定价精确到每小时 token 用量。可拖拽四边吸附、按压 Q 弹动画与音效、随机卖萌台词、尺寸 0.6–2.5 倍可调，MIT 许可。
适合谁：关心 API 花销、想实时看着余额跳动的用户。
TOP 5 dsh-market/dsh-market（plugin）
定位：插件市场，2,300+ 社区插件的浏览、搜索、分类筛选、一键安装。
事实：管理能力包含配置导出导入、WebDAV 自动备份、一键批量更新、加载冲突诊断，诊断后可一键复制「AI 修复提示词」；只允许安装注册表审核过的来源，市场本身不回传数据，WebDAV 拒绝内网目标；需 dsh web 0.1.0-rc.6 及以上。
适合谁：想把插件集中管理、贪图「一键装、一键更」的玩家。
TOP 6 zhu1090093659/dsh-web（plugin）
定位：一个插件聚合生态包，不是单个插件。
事实：含任务看板（多列看板 + cron 定时真实执行）、移动端远程控制（扫码配对、SSE 实时同步）、SSH 运维面板（终端/传输/隧道/集群）、图像理解、右侧面板（资源管理器/编辑器/终端/Git/浏览器）、Git 可视化、自定义模型能力。「梁神模式」为两阶段锚定的 agent 预设；「救助模式」为事务式救援，检测启动失败、崩溃、白屏，先快照再修复、失败按字节回滚。所有插件通过官方 profile 机制挂载，不改 DSH 源码；皮肤也做成插件体系。
适合谁：想要一站式桌面工作台、把 DSH 当操作系统的重用户。
TOP 7 d-dev0101/open-sea-skin（plugin）
定位：开源海洋主题外观插件。
事实：实时 WebGPU 动态背景、可调波浪、日光到日落光照、半透明玻璃界面；技术栈为 WebGPU + three.js + TSL，叠加 5 个 Gerstner 波；玻璃不透明度 40%–90%；12 分钟昼夜循环；对比测试覆盖 24 种布局、材质、主题、不透明度组合。GitHub v1.2.4、npm 1.2.3，MIT 许可。README 注明「社区制作，非 DeepSeek 官方产品」。
适合谁：看腻了默认皮肤、想给界面来点海风的用户。
TOP 8 SeaOf0/dsh-redteam-model（plugin）
定位：面向授权安全研究的自包含、可离线部署工具包。
事实：九个 redteam 工作模式预设，外加 15 个运行时插件。九个模式：redteam、pentest、code-audit、binary-analysis、attack-defense、av-evasion、incident-response、cloud-security、ctf-solver。每个模式自含 persona、playbook、skills、refs 四层资产。运行时插件含 stage-gate（阶段门校验）、route-boost、sec-enforce（高危命令先问后做）、refusal-guard、trace-vault（过程留痕）、attack-atlas、scanner-tools（nuclei、nmap、sqlmap 等十三款工具封装，保守默认加显式覆盖留痕）、hunter（FOFA、Hunter、Quake 资产搜索）。
合规提醒：仅面向已获得书面授权的安全测试、CTF 竞赛、漏洞赏金与安全研究场景，请勿用于任何未授权或非法行为。
适合谁：已获书面授权、需要一套可离线、可留痕的安全研究工具的安全研究员。
TOP 9 NanmiCoder/dsh-agent-teams（plugin）
定位：slogan 是「One prompt. A working team.」。把当前会话变成「队长」，用自然语言下达目标，自动组建持久化子代理、把目标拆成依赖感知的任务清单、代理之间通过直连消息协调。
事实：11 个协作工具，加共享任务自动调度器，加实时 Web UI，不需要额外编排引擎；已发布到 npm（@nanmicoder/dsh-agent-teams）。
适合谁：想用一句话拉起一个协作小队、跑复杂多步任务的用户。
TOP 10 PolinniZhong/dsh-personal-center（client）
定位：本地、离线的个人中心，纯本地运行、不联网、不读取聊天内容，双语 UI。
事实：设置里加四个标签页：Token Usage（用量、会话、工具、热力图）、Personalization（全局加工作区自定义指令、模板库）、Appearance（全局字号步进器，默认 14、范围 11–16）、Desktop Pet（黑鲸、蓝鲸桌面宠物，5 种数据驱动情绪、会话状态概览）。MIT 许可，v1.0.0，创建于 2026-08-19。期初 55 星、期末 124 星，7 日净增 69 星（涨幅 125.5%），飙升分 242.1。
适合谁：在意隐私、想本地看用量、顺手把玩桌面宠物的用户。
环比：谁进了，谁出了
本期前十相对上期（09-09 发布、窗口截至 09-07 的第 2 期）是 4 进 4 出。
新进前十：dsh-tavern（#2）、dsh-purge（#3）、open-sea-skin（#7）、dsh-personal-center（#10）。 跌出前十：treg（→#11）、better-sidebar（→#12）、dsh-TUI（→#14）、dsh-im（→#15）。 留守 6 个：dsh-desktop（#1）、Whale（#4）、dsh-market（#5）、dsh-web（#6）、redteam-model（#8）、agent-teams（#9）。
下面是本期名次、项目、本期 Δ、上期名次、变化的对照表。再次提醒：两期窗口已前移，仅重叠 2 天，Δ 数字不可直接相减比较，名次变化才可比。
| 本期名次 | 项目 | 本期 Δ | 上期名次 | 变化 |
|---|---|---|---|---|
| --- | --- | --- | --- | --- |
| 1 | anywhere-labs/dsh-desktop | 2195 | 1 | 守位 |
| 2 | flizzywine/dsh-tavern | 213 | 未上榜 | 新进 |
| 3 | YuJunZhiXue/dsh-purge | 376 | 未上榜 | 新进 |
| 4 | MeteorNOX/DeepSeek-Balance-Whale-Widget | 485 | 5 | ↑1 |
| 5 | dsh-market/dsh-market | 509 | 3 | ↓2 |
| 6 | zhu1090093659/dsh-web | 495 | 2 | ↓4 |
| 7 | d-dev0101/open-sea-skin | 176 | 未上榜 | 新进 |
| 8 | SeaOf0/dsh-redteam-model | 152 | 9 | ↑1 |
| 9 | NanmiCoder/dsh-agent-teams | 203 | 7 | ↓2 |
| 10 | PolinniZhong/dsh-personal-center | 69 | 未上榜 | 新进 |
11–20 名里，howmp/dsh-pentest 从 381 星涨到 453 星、Δ72，排名第 20；按约定，此处只列名字与数字，不展开功能描述。
榜单怎么看
给三个提醒。
第一，看增速，不只看体量。旧公式下大仓靠 Δ 绝对值压人，小仓再涨也难冒头；新公式给涨幅加成后，小仓的爆发被放大，但绝对增量仍是主导——本期前两名 Δ 差了 10.31 倍（2,195 对 213），量级差不是加成能抹平的。涨幅最高的 dsh-tavern 有 256.6%，但 dsh-desktop 只有 9.2%，最后还是 Δ 决定名次。
第二，新公式下，小仓的爆发更容易被看见，但也更容易被高估。涨幅高往往因为期初基数小：dsh-tavern 从 83 星涨到 296 星，百分比漂亮，可绝对增量只有 213 星；而 dsh-web 净增 495 星，涨幅却只有 7.1%。读榜时要把 Δ 和涨幅一起看，别被单一指标带偏。
第三，飙升榜只是其中一个视角。除飙升榜外，还有新秀榜与分类冠军榜可对照；像本期新进前十的 dsh-tavern、dsh-purge、open-sea-skin、dsh-personal-center，在飙升榜很亮眼，但想判断长期价值或细分赛道第一，建议交叉着看这几张榜。
数据来源与说明
本榜数据快照时间 2026-09-13T20:34:08Z，统计窗口 2026-09-06 到 2026-09-13，口径为 GitHub stars 7 日净增，按飙升分排序。飙升分公式为 risingScore = Δ × (1 + 2 × Δ / prev)。样本与口径说明可在 yhbd.top 对应页面核对；更多榜单与分类冠军榜亦可于 yhbd.top 查看。
下次放榜时间为 2026-09-20。
The Bottom Line First
Two things changed this issue, and readers should know them up front. First, starting this issue the rising board sorts by a "rising score," and the formula now includes a percentage-gain bonus — it no longer compares absolute star gains alone. Second, the measurement window has moved earlier than last issue: last issue ran 08-30 to 09-07, this issue runs 09-06 to 09-13, so the two overlap by only 2 days. Because the windows differ, the two issues' "Δ star gain" figures can't be subtracted against each other, but rank movements are comparable — and those are the focus this issue.
The formula change plus the shifted window reranked the board quite dramatically. The most persuasive example is a "big repo / small repo swap": PolinniZhong/dsh-personal-center started the window at just 55 stars, gained 125.5% over 7 days for a net +69 stars — by net stars alone it's second-to-last among this issue's 20 entries, yet by rising score it climbs to No. 10, and the board page annotates its rank change as +9. The opposite case is zhu1090093659/dsh-web: it started as high as 7,013 stars and gained 495 net stars (+7.1%), the third-largest absolute gain this issue, yet it fell from last issue's No. 2 to No. 6. omdsh-dev/DSH-better-sidebar started at 3,373 stars and rose only 5.7% (net +192 stars), falling from last issue's No. 6 to No. 12.
What does this tell us? Under the old formula, big repos held the top spots on sheer size, and small repos could grow all they liked without breaking through. The new formula weights percentage gain, so small repos' surges are easier to see — but absolute gain still dominates the overall picture: No. 1 dsh-desktop gained 2,195 net stars, 10.31x the runner-up (213 stars). The highest percentage gain this issue actually belongs to dsh-tavern at 256.6%, but it started at only 83 stars and its absolute gain stopped at 213 stars, so dsh-desktop still holds it down in the rankings. Percentage gain and size are two things you have to look at separately. This issue's top ten added 4,873 net stars combined, all 20 entries on the board added 6,033, and the No. 10 threshold was only Δ69 stars; starting star counts spanned from 55 to 23,947 — a roughly 435x difference.
How the New Formula Works
The rising score formula: risingScore = Δ × (1 + K_RATIO × Δ / prev), where K_RATIO = 2. Δ is the absolute 7-day star gain and is the dominant term; Δ/prev is the 7-day percentage gain and is the bonus term. The old pure-absolute-gain ranking is retired as of this issue.
To give readers a sense of scale: a 50% weekly gain multiplies the score by 2; a 100% weekly gain multiplies it by 3; a 252% weekly gain multiplies it by 6.05.
Why K is 2: within the sample, Δ spans more than 10x (2,195 versus 202), and the maximum 6x bonus that K=2 produces still can't overcome the order-of-magnitude gap in Δ. We tested six settings — K=0/1/2/3/4/6 — and dsh-desktop, with the largest Δ, holds first place for every K≤4; only at K=6 does tavern barely overtake it. So K=2 sits inside the "absolute gain dominates" range, and K_RATIO is the only tunable constant in the formula.
The clearest way to see what the formula change did is through rank movement. Take the same data and re-sort it by net star gain, then compare against the ranking produced by rising score:
| New rank | Project | This issue Δ | Rank by Δ | Movement |
|---|---|---|---|---|
| --- | --- | --- | --- | --- |
| 1 | dsh-desktop | 2195 | 1 | Holds |
| 2 | dsh-tavern | 213 | 6 | ↑4 |
| 3 | dsh-purge | 376 | 5 | ↑2 |
| 4 | Balance-Whale | 485 | 4 | Holds |
| 5 | dsh-market | 509 | 2 | ↓3 |
| 6 | dsh-web | 495 | 3 | ↓3 |
| 7 | open-sea-skin | 176 | 10 | ↑3 |
| 8 | dsh-redteam-model | 152 | 11 | ↑3 |
| 9 | dsh-agent-teams | 203 | 7 | ↓2 |
| 10 | dsh-personal-center | 69 | 19 | ↑9 |
That last column uses the same convention as the rank-change figure annotated to the right of each entry on the board page. You can see that everything moving up had a small starting base (55 to 389 stars at the start), and everything moving down had a large starting base (3,307 to 7,013 stars) — the direction of movement matches the design intent.
The Top Ten, One by One
TOP 1 anywhere-labs/dsh-desktop (client)
What it is: an open-source Windows/macOS desktop client built on DeepSeek Harness. It automatically starts and manages the local Harness service and integrates a system tray and desktop window — no need to install Node.js yourself, and no need to type commands. Its positioning line is "Everything is a plugin, and the desktop itself is a plugin."
The facts: started the window at 23,947 stars, ended at 26,142, a net 7-day gain of 2,195 stars (9.2% gain), rising score 2,597.4, holding first place comfortably. This is an independent community open-source project with no affiliation, authorization, or endorsement relationship with DeepSeek.
Who it's for: desktop users who want to run local DSH through a graphical interface without wrestling with a command-line environment.
TOP 2 flizzywine/dsh-tavern (plugin)
What it is: a text-game agent built on DSH, supporting SillyTavern character card imports.
The facts: started at 83 stars, ended at 296, a net 7-day gain of 213 stars (256.6% gain), rising score 1,306.2 — the highest percentage gain this issue. Supports PNG/JSON character card imports, regex beautification, an MVU background status bar, and story illustrations (requires a separately configured image-generation service); supports Windows/macOS/Linux, with Android experimental; one interaction round takes about 10 seconds; pinned to DSH 0.1.2-rc.1, DSH Desktop 2.0.5, and DSHA 1.2.0-rc1.4. The README does not state a license.
Who it's for: players who enjoy text adventures and want to run stories with their own character cards.
TOP 3 YuJunZhiXue/dsh-purge (plugin)
What it is: a tool for setting rules on a local DSH installation and managing rollback-capable patches.
The facts: v1.3.6, aligned with dsh 0.1.5-rc.1, requires Node.js ≥18 (the Windows no-flicker patch requires ≥22), MIT licensed, patch numbers roughly #4–#40, not yet published to npm.
Compliance notice: for use in authorized environments only; do not use for any unauthorized or illegal purpose.
Who it's for: users who need to maintain configuration and rules for a local DSH and want every change to be rollback-capable.
TOP 4 MeteorNOX/DeepSeek-Balance-Whale-Widget (plugin)
What it is: a whale girl widget in the bottom-right corner of the interface, showing your DeepSeek API balance, today's spend, and the cost of each conversation turn.
The facts: converted from real usage rather than estimated; the default "little whale bookkeeping" mode needs no token and zero configuration, and with a token configured it can price hourly token usage precisely against peak/off-peak rates. Draggable with four-edge snapping, springy press animations and sound effects, random cute lines, size adjustable from 0.6x to 2.5x, MIT licensed.
Who it's for: users who care about API spend and want to watch the balance tick in real time.
TOP 5 dsh-market/dsh-market (plugin)
What it is: a plugin marketplace for browsing, searching, filtering by category, and one-click installing 2,300+ community plugins.
The facts: management capabilities include config export/import, automatic WebDAV backups, one-click batch updates, and load-conflict diagnostics, with one-click copy of an "AI fix prompt" after a diagnosis; only registry-vetted sources can be installed, the marketplace sends back no data, and WebDAV refuses intranet targets; requires dsh web 0.1.0-rc.6 or above.
Who it's for: players who want centralized plugin management and the convenience of "one-click install, one-click update."
TOP 6 zhu1090093659/dsh-web (plugin)
What it is: a plugin aggregation ecosystem package, not a single plugin.
The facts: includes task boards (multi-column kanban + real cron-scheduled execution), mobile remote control (QR-code pairing, SSE real-time sync), an SSH operations panel (terminal/transfer/tunnels/clusters), image understanding, a right-side panel (explorer/editor/terminal/Git/browser), Git visualization, and custom model capabilities. "Liangshen Mode" is a two-phase anchored agent preset; "Rescue Mode" is transactional recovery that detects startup failures, crashes, and white screens, snapshots before repairing, and rolls back byte-by-byte on failure. All plugins are mounted through the official profile mechanism without modifying DSH source code; skins are built into a plugin system too.
Who it's for: heavy users who want an all-in-one desktop workbench and treat DSH as an operating system.
TOP 7 d-dev0101/open-sea-skin (plugin)
What it is: an open-source ocean-themed appearance plugin.
The facts: real-time WebGPU dynamic background, adjustable waves, daylight-to-sunset lighting, a translucent glass interface; the stack is WebGPU + three.js + TSL, layering 5 Gerstner waves; glass opacity from 40% to 90%; a 12-minute day/night cycle; comparison testing across 24 layout, material, theme, and opacity combinations. GitHub v1.2.4, npm 1.2.3, MIT licensed. The README notes "community-made, not an official DeepSeek product."
Who it's for: users tired of the default skin who want a little sea breeze in their interface.
TOP 8 SeaOf0/dsh-redteam-model (plugin)
What it is: a self-contained, offline-deployable toolkit for authorized security research.
The facts: nine redteam work-mode presets plus 15 runtime plugins. The nine modes: redteam, pentest, code-audit, binary-analysis, attack-defense, av-evasion, incident-response, cloud-security, ctf-solver. Each mode contains four layers of assets: persona, playbook, skills, refs. The runtime plugins include stage-gate (phase-gate validation), route-boost, sec-enforce (ask before doing anything high-risk), refusal-guard, trace-vault (process trail), attack-atlas, scanner-tools (wrappers for thirteen tools including nuclei, nmap, and sqlmap, with conservative defaults plus explicit, logged overrides), and hunter (FOFA, Hunter, Quake asset search).
Compliance notice: intended only for security testing with written authorization, CTF competitions, bug bounties, and security research. Do not use it for any unauthorized or illegal activity.
Who it's for: security researchers who have written authorization and need an offline-capable, auditable security research toolkit.
TOP 9 NanmiCoder/dsh-agent-teams (plugin)
What it is: the slogan is "One prompt. A working team." It turns the current session into a "team lead": state a goal in natural language, and it automatically assembles persistent subagents, breaks the goal into a dependency-aware task list, and coordinates agents through direct messaging.
The facts: 11 collaboration tools, plus a shared-task auto-scheduler, plus a real-time Web UI, with no extra orchestration engine needed; already published to npm (@nanmicoder/dsh-agent-teams).
Who it's for: users who want to spin up a collaborating squad with one sentence and run complex multi-step tasks.
TOP 10 PolinniZhong/dsh-personal-center (client)
What it is: a local, offline personal center — runs purely locally, doesn't connect to the network, doesn't read chat content, bilingual UI.
The facts: adds four tabs to settings: Token Usage (usage, sessions, tools, heatmap), Personalization (global plus workspace custom instructions, template library), Appearance (a global font-size stepper, default 14, range 11–16), and Desktop Pet (black whale and blue whale desktop pets, 5 data-driven moods, session status overview). MIT licensed, v1.0.0, created 2026-08-19. Started the window at 55 stars, ended at 124, a net 7-day gain of 69 stars (125.5% gain), rising score 242.1.
Who it's for: users who care about privacy, want to check usage locally, and enjoy playing with a desktop pet on the side.
Week Over Week: Who's In, Who's Out
This issue's top ten is 4 in, 4 out relative to last issue (Issue 2, published 09-09 with a window ending 09-07).
New to the top ten: dsh-tavern (#2), dsh-purge (#3), open-sea-skin (#7), dsh-personal-center (#10). Dropped out of the top ten: treg (→#11), better-sidebar (→#12), dsh-TUI (→#14), dsh-im (→#15). Six holdovers: dsh-desktop (#1), Whale (#4), dsh-market (#5), dsh-web (#6), redteam-model (#8), agent-teams (#9).
Below is a comparison table of this issue's rank, project, this issue's Δ, last issue's rank, and the change. One reminder again: the two windows have shifted, overlapping by only 2 days, so the Δ figures can't be subtracted against each other — only the rank changes are comparable.
| This issue rank | Project | This issue Δ | Last issue rank | Change |
|---|---|---|---|---|
| --- | --- | --- | --- | --- |
| 1 | anywhere-labs/dsh-desktop | 2195 | 1 | Holds |
| 2 | flizzywine/dsh-tavern | 213 | Not ranked | New |
| 3 | YuJunZhiXue/dsh-purge | 376 | Not ranked | New |
| 4 | MeteorNOX/DeepSeek-Balance-Whale-Widget | 485 | 5 | ↑1 |
| 5 | dsh-market/dsh-market | 509 | 3 | ↓2 |
| 6 | zhu1090093659/dsh-web | 495 | 2 | ↓4 |
| 7 | d-dev0101/open-sea-skin | 176 | Not ranked | New |
| 8 | SeaOf0/dsh-redteam-model | 152 | 9 | ↑1 |
| 9 | NanmiCoder/dsh-agent-teams | 203 | 7 | ↓2 |
| 10 | PolinniZhong/dsh-personal-center | 69 | Not ranked | New |
Among ranks 11–20, howmp/dsh-pentest went from 381 stars to 453, Δ72, ranking No. 20; by convention, we list only the name and numbers here without expanding on features.
How to Read the Board
Three reminders.
First, look at growth rate, not just size. Under the old formula, big repos leaned on their absolute Δ and small repos could grow all they liked without breaking through; the new formula's percentage-gain bonus amplifies small repos' surges, but absolute gain still dominates — this issue's top two differ in Δ by 10.31x (2,195 versus 213), and no bonus can flatten an order-of-magnitude gap. The highest percentage gain, dsh-tavern at 256.6%, versus dsh-desktop at just 9.2% — and in the end Δ decides the ranking.
Second, under the new formula small repos' surges are easier to see, but also easier to overrate. A high percentage gain is often just a small starting base: dsh-tavern went from 83 stars to 296, a pretty percentage but only 213 stars of absolute gain, while dsh-web gained 495 net stars on just 7.1% growth. Read the board with Δ and percentage gain together, and don't let a single metric skew you.
Third, the rising board is only one lens. Besides it, the newcomers board and the category champions board are worth cross-referencing; this issue's new top-ten entries — dsh-tavern, dsh-purge, open-sea-skin, dsh-personal-center — shine on the rising board, but to judge long-term value or who leads a niche, you'd better cross-check those other boards.
Data Sources and Notes
This board's data snapshot time is 2026-09-13T20:34:08Z, measurement window 2026-09-06 to 2026-09-13, measured as net 7-day growth in GitHub stars, sorted by rising score. The rising score formula is risingScore = Δ × (1 + 2 × Δ / prev). The sample and methodology notes can be verified on the corresponding page at yhbd.top; more boards and the category champions board are also available at yhbd.top.
The next board goes live on 2026-09-20.