qxbyte · qxbyte · Jul 5, 2026 · Jul 5, 2026
diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
@@ -9,8 +9,9 @@
     {
       "name": "specode",
       "source": "./plugins/specode",
-      "version": "6.1.3",
+      "version": "6.1.4",
       "description": "Lightweight spec-driven workflow orchestration shell — walks a host agent through requirements → design → tasks → execute → acceptance, delegating each phase to superpowers skills with a first-class specode-native fallback, and landing 4 fixed docs per spec (requirements / design / tasks / implementation-log). Bundles a dedicated intake skill for the requirements phase, a zero-import task-swarm handoff for parallel execution, and optional locate-oriented experience retrieval. Version history is in the CHANGELOG.",
+      "category": "development",
       "homepage": "https://github.com/qxbyte/pluginhub",
       "repository": "https://github.com/qxbyte/pluginhub",
       "license": "MIT",
@@ -23,8 +24,9 @@
     {
       "name": "task-swarm",
       "source": "./plugins/task-swarm",
-      "version": "0.10.2",
+      "version": "0.10.3",
       "description": "Standalone multi-agent orchestration driven by a pipeline.yml — semantic task groups with cross-group concurrency, forked coders, and per-group reviewer + validator loops (state.json is the single source of truth). specode delegates its execution phase here; also runnable directly via /task-swarm:swarm. Version history is in the CHANGELOG.",
+      "category": "development",
       "homepage": "https://github.com/qxbyte/pluginhub",
       "repository": "https://github.com/qxbyte/pluginhub",
       "license": "MIT",
@@ -38,8 +40,9 @@
     {
       "name": "obsidian-wiki",
       "source": "./plugins/obsidian-wiki",
-      "version": "2.0.2",
+      "version": "2.0.3",
       "description": "Maintain an Obsidian LLM-Wiki via three skills — a deterministic structure layer (wiki-struct: Home tree / per-dir READMEs / partition pages), content curation (wiki-curate: ingest / curate / lint), and a unified orchestrator (wiki-orchestrate). Generic code + per-vault config in the home-dir registry ~/.config/obsidian-wiki/ (fallback: <vault>/.wiki/config.json), zero hardcoded structure. Version history is in the CHANGELOG.",
+      "category": "productivity",
       "homepage": "https://github.com/qxbyte/pluginhub",
       "repository": "https://github.com/qxbyte/pluginhub",
       "license": "MIT",
@@ -54,8 +57,9 @@
     {
       "name": "ragkit",
       "source": "./plugins/ragkit",
-      "version": "0.1.0",
+      "version": "0.1.1",
       "description": "Standalone knowledge-base RAG plugin (vector/lexical/metadata multi-channel recall).",
+      "category": "database",
       "homepage": "https://github.com/qxbyte/pluginhub",
       "repository": "https://github.com/qxbyte/pluginhub",
       "license": "MIT",

diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -2,6 +2,10 @@
 
 ## Unreleased
 
+## Discover 分类标签 (2026-07-05) — specode 6.1.4 / task-swarm 0.10.3 / obsidian-wiki 2.0.3 / ragkit 0.1.1
+
+- 四个插件在 `.claude-plugin/marketplace.json` 加 `category` 字段，让 `/plugin` Discover 面板在插件名后显示分类标签（对齐官方市场）：specode / task-swarm = `development`，obsidian-wiki = `productivity`，ragkit = `database`。该字段只在 marketplace.json，UI 只读它。零行为变化。
+
 ## description 收敛 (2026-07-05) — specode 6.1.3 / task-swarm 0.10.2 / obsidian-wiki 2.0.2
 
 - 三个插件的 `description` 字段（marketplace UI 显示的那段）清掉累积的版本 blurb，收敛成「一句话讲当前插件干嘛」；版本历史只留在各自 CHANGELOG。README 徽章 + 表格行同步。ragkit 本就干净、未动。零行为变化。**go-forward**：`description` 只在插件用途变化时才改，永不再堆版本 blurb。

diff --git a/README.md b/README.md
@@ -3,9 +3,9 @@
 # pluginhub
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](./README.md#license)
-[![specode](https://img.shields.io/badge/specode-6.1.3-blue.svg)](./plugins/specode/.claude-plugin/plugin.json)
-[![task-swarm](https://img.shields.io/badge/task--swarm-0.10.2-blue.svg)](./plugins/task-swarm/.claude-plugin/plugin.json)
-[![obsidian-wiki](https://img.shields.io/badge/obsidian--wiki-2.0.2-blue.svg)](./plugins/obsidian-wiki/.claude-plugin/plugin.json)
+[![specode](https://img.shields.io/badge/specode-6.1.4-blue.svg)](./plugins/specode/.claude-plugin/plugin.json)
+[![task-swarm](https://img.shields.io/badge/task--swarm-0.10.3-blue.svg)](./plugins/task-swarm/.claude-plugin/plugin.json)
+[![obsidian-wiki](https://img.shields.io/badge/obsidian--wiki-2.0.3-blue.svg)](./plugins/obsidian-wiki/.claude-plugin/plugin.json)
 [![Claude Code](https://img.shields.io/badge/Claude%20Code-compatible-8A2BE2)](https://github.com/qxbyte/pluginhub#installation)
 [![CodeBuddy](https://img.shields.io/badge/CodeBuddy-2.97.1%2B-1E90FF)](https://github.com/qxbyte/pluginhub#installation)
 [![Tests](https://img.shields.io/badge/pytest-255%20cases-success)](./plugins/task-swarm/tests)
@@ -20,10 +20,10 @@ any plugin it hosts. More plugins will land here over time.
 
 | Plugin | Version | What it does |
 | --- | --- | --- |
-| **specode** | 6.1.3 | Lightweight spec-driven **workflow** orchestration shell — walks a host agent through requirements → design → tasks → execute → acceptance, delegating each phase to [superpowers](https://github.com/obra/superpowers) skills with a first-class specode-native fallback, and landing 4 fixed docs per spec (requirements / design / tasks / implementation-log). Bundles a dedicated `intake` skill, a zero-import task-swarm handoff for parallel execution, and optional locate-oriented experience retrieval. Version history is in the [CHANGELOG](./plugins/specode/CHANGELOG.md). |
-| **task-swarm** | 0.10.2 | Standalone multi-agent **orchestration** driven by a `pipeline.yml` — semantic task groups with cross-group concurrency, forked coders, and per-group reviewer + validator loops (`state.json` is the single source of truth). specode delegates its execution phase here; also runnable directly via `/task-swarm:swarm`. See [`plugins/task-swarm/`](./plugins/task-swarm) + its CHANGELOG. |
-| **obsidian-wiki** | 2.0.2 | Maintain an Obsidian LLM-Wiki via three skills — a deterministic structure layer (`wiki-struct`), content curation (`wiki-curate`), and a unified orchestrator (`wiki-orchestrate`). Generic code + per-vault config in the home-dir registry `~/.config/obsidian-wiki/` (fallback: `<vault>/.wiki/config.json`), zero hardcoded structure. See [`plugins/obsidian-wiki/`](./plugins/obsidian-wiki). |
-| **ragkit** | 0.1.0 | Standalone knowledge-base **RAG** — vector + lexical + metadata three-channel recall, RRF-fused, returns pointer cards. Optional downstream consumer of specode `distill` output; zero heavy deps (stdlib + numpy for lexical mode). See [`plugins/ragkit/`](./plugins/ragkit). |
+| **specode** | 6.1.4 | Lightweight spec-driven **workflow** orchestration shell — walks a host agent through requirements → design → tasks → execute → acceptance, delegating each phase to [superpowers](https://github.com/obra/superpowers) skills with a first-class specode-native fallback, and landing 4 fixed docs per spec (requirements / design / tasks / implementation-log). Bundles a dedicated `intake` skill, a zero-import task-swarm handoff for parallel execution, and optional locate-oriented experience retrieval. Version history is in the [CHANGELOG](./plugins/specode/CHANGELOG.md). |
+| **task-swarm** | 0.10.3 | Standalone multi-agent **orchestration** driven by a `pipeline.yml` — semantic task groups with cross-group concurrency, forked coders, and per-group reviewer + validator loops (`state.json` is the single source of truth). specode delegates its execution phase here; also runnable directly via `/task-swarm:swarm`. See [`plugins/task-swarm/`](./plugins/task-swarm) + its CHANGELOG. |
+| **obsidian-wiki** | 2.0.3 | Maintain an Obsidian LLM-Wiki via three skills — a deterministic structure layer (`wiki-struct`), content curation (`wiki-curate`), and a unified orchestrator (`wiki-orchestrate`). Generic code + per-vault config in the home-dir registry `~/.config/obsidian-wiki/` (fallback: `<vault>/.wiki/config.json`), zero hardcoded structure. See [`plugins/obsidian-wiki/`](./plugins/obsidian-wiki). |
+| **ragkit** | 0.1.1 | Standalone knowledge-base **RAG** — vector + lexical + metadata three-channel recall, RRF-fused, returns pointer cards. Optional downstream consumer of specode `distill` output; zero heavy deps (stdlib + numpy for lexical mode). See [`plugins/ragkit/`](./plugins/ragkit). |
 
 `## Installation` covers the whole marketplace; the other sections
 (Highlights, Usage, Architecture) document **specode**, the flagship

diff --git a/README.zh-CN.md b/README.zh-CN.md
@@ -3,9 +3,9 @@
 # pluginhub
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](./README.zh-CN.md#许可证)
-[![specode](https://img.shields.io/badge/specode-6.1.3-blue.svg)](./plugins/specode/.claude-plugin/plugin.json)
-[![task-swarm](https://img.shields.io/badge/task--swarm-0.10.2-blue.svg)](./plugins/task-swarm/.claude-plugin/plugin.json)
-[![obsidian-wiki](https://img.shields.io/badge/obsidian--wiki-2.0.2-blue.svg)](./plugins/obsidian-wiki/.claude-plugin/plugin.json)
+[![specode](https://img.shields.io/badge/specode-6.1.4-blue.svg)](./plugins/specode/.claude-plugin/plugin.json)
+[![task-swarm](https://img.shields.io/badge/task--swarm-0.10.3-blue.svg)](./plugins/task-swarm/.claude-plugin/plugin.json)
+[![obsidian-wiki](https://img.shields.io/badge/obsidian--wiki-2.0.3-blue.svg)](./plugins/obsidian-wiki/.claude-plugin/plugin.json)
 [![Claude Code](https://img.shields.io/badge/Claude%20Code-compatible-8A2BE2)](https://github.com/qxbyte/pluginhub#installation)
 [![CodeBuddy](https://img.shields.io/badge/CodeBuddy-2.97.1%2B-1E90FF)](https://github.com/qxbyte/pluginhub#installation)
 [![Tests](https://img.shields.io/badge/pytest-255%20cases-success)](./plugins/task-swarm/tests)
@@ -18,10 +18,10 @@
 
 | 插件 | 版本 | 做什么 |
 | --- | --- | --- |
-| **specode** | 6.1.3 | 轻量**规格驱动工作流**编排外壳——带 host agent 走 requirements → design → tasks → 执行 → 验收，每阶段委托给 [superpowers](https://github.com/obra/superpowers) 技能（一等公民 specode 原生降级），每条规格固定产出 4 份文档（requirements / design / tasks / implementation-log）。内置独立 `intake` skill、零 import 的 task-swarm 并发执行衔接、可选的定位型经验检索。版本历史见 [CHANGELOG](./plugins/specode/CHANGELOG.md)。 |
-| **task-swarm** | 0.10.2 | 由 `pipeline.yml` 驱动的独立**多 agent 编排**——语义任务组 + 跨组并发、fork coder、按组 reviewer + validator 循环（`state.json` 为单一事实源）。specode 把执行阶段委托到这里；也可用 `/task-swarm:swarm` 直接独立运行。详见 [`plugins/task-swarm/`](./plugins/task-swarm) 及其 CHANGELOG。 |
-| **obsidian-wiki** | 2.0.2 | 用三个 skill 维护 Obsidian LLM-Wiki——确定性结构层（`wiki-struct`）、内容策展（`wiki-curate`）、统一编排器（`wiki-orchestrate`）。通用代码 + 按库配置放在家目录注册表 `~/.config/obsidian-wiki/`（回退 `<vault>/.wiki/config.json`），零硬编码结构。详见 [`plugins/obsidian-wiki/`](./plugins/obsidian-wiki)。 |
-| **ragkit** | 0.1.0 | 独立知识库 **RAG**——向量 + 词汇 + 元数据三路召回，RRF 融合，返回定位卡片。specode `distill` 产出的 `knowledge-base/` 可直接消费；零重型依赖（词汇路仅需 stdlib + numpy）。详见 [`plugins/ragkit/`](./plugins/ragkit)。 |
+| **specode** | 6.1.4 | 轻量**规格驱动工作流**编排外壳——带 host agent 走 requirements → design → tasks → 执行 → 验收，每阶段委托给 [superpowers](https://github.com/obra/superpowers) 技能（一等公民 specode 原生降级），每条规格固定产出 4 份文档（requirements / design / tasks / implementation-log）。内置独立 `intake` skill、零 import 的 task-swarm 并发执行衔接、可选的定位型经验检索。版本历史见 [CHANGELOG](./plugins/specode/CHANGELOG.md)。 |
+| **task-swarm** | 0.10.3 | 由 `pipeline.yml` 驱动的独立**多 agent 编排**——语义任务组 + 跨组并发、fork coder、按组 reviewer + validator 循环（`state.json` 为单一事实源）。specode 把执行阶段委托到这里；也可用 `/task-swarm:swarm` 直接独立运行。详见 [`plugins/task-swarm/`](./plugins/task-swarm) 及其 CHANGELOG。 |
+| **obsidian-wiki** | 2.0.3 | 用三个 skill 维护 Obsidian LLM-Wiki——确定性结构层（`wiki-struct`）、内容策展（`wiki-curate`）、统一编排器（`wiki-orchestrate`）。通用代码 + 按库配置放在家目录注册表 `~/.config/obsidian-wiki/`（回退 `<vault>/.wiki/config.json`），零硬编码结构。详见 [`plugins/obsidian-wiki/`](./plugins/obsidian-wiki)。 |
+| **ragkit** | 0.1.1 | 独立知识库 **RAG**——向量 + 词汇 + 元数据三路召回，RRF 融合，返回定位卡片。specode `distill` 产出的 `knowledge-base/` 可直接消费；零重型依赖（词汇路仅需 stdlib + numpy）。详见 [`plugins/ragkit/`](./plugins/ragkit)。 |
 
 `## 安装` 覆盖整个 marketplace；其余章节（能力亮点、使用、项目结构）记录的是 **specode**（旗舰插件）。**task-swarm** 的文档见 [`plugins/task-swarm/`](./plugins/task-swarm) 下的源码与 `CHANGELOG`；**obsidian-wiki** 的文档见 [`plugins/obsidian-wiki/`](./plugins/obsidian-wiki) 下的 `README.md` / `AGENTS.md`。
 

diff --git a/plugins/obsidian-wiki/.claude-plugin/plugin.json b/plugins/obsidian-wiki/.claude-plugin/plugin.json
@@ -1,6 +1,6 @@
 {
   "name": "obsidian-wiki",
-  "version": "2.0.2",
+  "version": "2.0.3",
   "description": "Maintain an Obsidian LLM-Wiki via three skills — a deterministic structure layer (wiki-struct: Home tree / per-dir READMEs / partition pages), content curation (wiki-curate: ingest / curate / lint), and a unified orchestrator (wiki-orchestrate). Generic code + per-vault config in the home-dir registry ~/.config/obsidian-wiki/ (fallback: <vault>/.wiki/config.json), zero hardcoded structure. Version history is in the CHANGELOG.",
   "author": {
     "name": "xueqiang",

diff --git a/plugins/obsidian-wiki/CHANGELOG.md b/plugins/obsidian-wiki/CHANGELOG.md
@@ -4,6 +4,10 @@ obsidian-wiki 是维护 Obsidian LLM-Wiki 的多 agent 插件（从独立 skills
 
 ## Unreleased
 
+## 2.0.3 (2026-07-05) — Discover 分类标签
+
+- marketplace.json 加 `"category": "productivity"`，Discover 面板显示 `[productivity]` 标签。零行为变化。
+
 ## 2.0.2 (2026-07-05) — description 收敛为当前说明
 
 - `description` 字段（marketplace.json + plugin.json）清掉累积的版本 blurb，收敛成一句话讲插件当前干嘛（三个 skill：wiki-struct / wiki-curate / wiki-orchestrate）；版本历史只留在本 CHANGELOG。README 徽章 + 表格行同步。零行为变化。

diff --git a/plugins/ragkit/.claude-plugin/plugin.json b/plugins/ragkit/.claude-plugin/plugin.json
@@ -1,12 +1,17 @@
 {
   "name": "ragkit",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "description": "Standalone knowledge-base RAG: chunk + embed + multi-channel recall (vector/lexical/metadata, RRF-fused) over distill-style knowledge-base/ directories.",
   "author": {
     "name": "xueqiang",
     "email": "xueqiang361@gmail.com"
   },
   "homepage": "https://github.com/qxbyte/pluginhub",
   "license": "MIT",
-  "keywords": ["rag", "knowledge-base", "vector-search", "embedding"]
+  "keywords": [
+    "rag",
+    "knowledge-base",
+    "vector-search",
+    "embedding"
+  ]
 }
diff --git a/plugins/ragkit/CHANGELOG.md b/plugins/ragkit/CHANGELOG.md
@@ -2,6 +2,10 @@
 
 ## Unreleased
 
+## 0.1.1 (2026-07-05) — Discover 分类标签
+
+- marketplace.json 加 `"category": "database"`，Discover 面板显示 `[database]` 标签。零行为变化。
+
 ## 0.1.0 (2026-07-03) — 初版发布
 
 ### Added

diff --git a/plugins/specode/.claude-plugin/plugin.json b/plugins/specode/.claude-plugin/plugin.json
@@ -1,6 +1,6 @@
 {
   "name": "specode",
-  "version": "6.1.3",
+  "version": "6.1.4",
   "description": "Lightweight spec-driven workflow orchestration shell — walks a host agent through requirements → design → tasks → execute → acceptance, delegating each phase to superpowers skills with a first-class specode-native fallback, and landing 4 fixed docs per spec (requirements / design / tasks / implementation-log). Bundles a dedicated intake skill for the requirements phase, a zero-import task-swarm handoff for parallel execution, and optional locate-oriented experience retrieval. Version history is in the CHANGELOG.",
   "author": {
     "name": "xueqiang",

diff --git a/plugins/specode/CHANGELOG.md b/plugins/specode/CHANGELOG.md
@@ -4,6 +4,10 @@ specode 是 spec-driven 轻量工作流插件：requirements → design → task
 
 ## Unreleased
 
+## 6.1.4 (2026-07-05)
+
+- **marketplace 加 `category` 字段**：在 `.claude-plugin/marketplace.json` 的 specode 条目加 `"category": "development"`，让 `/plugin` Discover 面板在插件名后显示 `[development]` 标签（对齐官方市场；该字段只在 marketplace.json、UI 只读它）。零行为变化。
+
 ## 6.1.3 (2026-07-05)
 
 - **`description` 字段收敛为「当前插件说明」，不再堆版本史**：marketplace UI 显示的是 `.claude-plugin/marketplace.json` + `plugin.json` 的 `description` 字段，此前每次 release 把 `**vX.Y.Z**: …` 往前追加、从不删旧的，累积到 2601 字符（9+ 版全在里面）。现清成一句话讲插件当前干嘛（intake / task-swarm 衔接 / 可选检索），版本历史只留在 CHANGELOG。README 表格行 + 徽章同步。**go-forward 规则**：release 只 bump 版本 + 写 CHANGELOG，`description` 仅在插件用途本身变化时才动，永不再堆版本 blurb。

diff --git a/plugins/task-swarm/.claude-plugin/plugin.json b/plugins/task-swarm/.claude-plugin/plugin.json
@@ -1,6 +1,6 @@
 {
   "name": "task-swarm",
-  "version": "0.10.2",
+  "version": "0.10.3",
   "description": "Standalone multi-agent orchestration driven by a pipeline.yml — semantic task groups with cross-group concurrency, forked coders, and per-group reviewer + validator loops (state.json is the single source of truth). specode delegates its execution phase here; also runnable directly via /task-swarm:swarm. Version history is in the CHANGELOG.",
   "author": {
     "name": "xueqiang",

diff --git a/plugins/task-swarm/CHANGELOG.md b/plugins/task-swarm/CHANGELOG.md
@@ -4,6 +4,10 @@ task-swarm 是从 specode 拆出的独立多 agent 编排 plugin。本文件记
 
 ## Unreleased
 
+## 0.10.3 (2026-07-05) — Discover 分类标签
+
+- marketplace.json 加 `"category": "development"`，Discover 面板显示 `[development]` 标签。零行为变化。
+
 ## 0.10.2 (2026-07-05) — description 收敛为当前说明
 
 - `description` 字段（marketplace.json + plugin.json）清掉累积的版本 blurb，收敛成一句话讲插件当前干嘛；版本历史只留在本 CHANGELOG。README 徽章 + 表格行同步。零行为变化。