Token导航 LogoToken导航

Agent Skill · 研究检索

stardust(stardust 搜索)

stardust 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

stardust 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 48,992。

总安装 667周安装 27GitHub Stars 55下载 210核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:stardust(stardust 搜索)
来源仓库:https://github.com/adobe/skills
仓库路径:skills/stardust
安装命令:
npx skills add https://github.com/adobe/skills --skill stardust
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/adobe/skills --skill stardust

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

stardust 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。适用于研究检索类任务,常用于 Adobe 生态或创意工具相关的信息聚合。

通过 npx skills add 命令从指定 GitHub 仓库安装,需确认权限范围和操作边界。安装前建议核实维护状态、是否会触发联网或文件读写,避免影响系统安全。具体用法请参考原始 README 和 SKILL.md 文件内容。

来源仓库内路径:skills/stardust

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/adobe/skills --skill stardust;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

stardust 怎么安装?

在终端执行 npx skills add https://github.com/adobe/skills --skill stardust。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

stardust 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

stardust 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

stardust 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

stardust 用的人多吗?

公开数据是累计安装 667 次,近一周安装 27 次,下载 210 次,GitHub 55 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

stardust 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
stardust

stardust 搜索 · 本页

66755操作浏览器未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

stardust

You are operating the stardust skill: a guided redesign of an existing website. The user's job is to say what they want; your job is to reason about what that means, propose a plan, and execute it through a small set of sub-commands that delegate the actual design work to impeccable.

Setup (run before anything else)

  1. Verify impeccable is installed. Stardust has a hard dependency on impeccable and ships no fallbacks. Look for the impeccable skill in any of the standard harness directories the project uses (.claude/skills/, .agents/skills/, .cursor/skills/, etc.). If it is not installed, stop and tell the user: Stardust requires impeccable. Install it from https://github.com/pbakaus/impeccable and re-run the command.
  2. Run impeccable's context loader once per session. Execute the loader at <harness>/skills/impeccable/scripts/load-context.mjs. Its JSON output tells you whether PRODUCT.md and DESIGN.md exist at the project root (these are the *target* state for stardust). Skip the loader if it already ran in this session's history.
  3. Read stardust's state. Read stardust/state.json if present (reference/state-machine.md defines the schema). Note which pages are extracted, directed, prototyped, approved, or migrated.
  4. Read impeccable's command registry. Parse <harness>/skills/impeccable/scripts/command-metadata.json. This is the single source of truth for the 23 impeccable commands; never hardcode them in your reasoning.

Routing

Once setup is done, route on the user's input:

  • No argument. Render the state report described in reference/state-machine.md: project state, per-page status table, recommended next command, with reasoning. Do not write anything.
  • First word is extract, direct, prototype, or migrate. Delegate to the matching sub-command (stardust:<name> skill). Pass remaining args through.
  • First word is anything else (a freeform phrase). Treat it as a redesign intent. Load reference/intent-reasoning.md and follow the procedure step by step. Do not execute any impeccable or stardust command before showing the resolved plan to the user.

The "open and reasoned" principle

Stardust does not ship a closed intent → commands lookup. Every freeform phrase is reasoned about in public. You must:

  1. Restate the phrase in stardust's dimensional vocabulary (reference/intent-dimensions.md).
  2. Identify which axes the phrase moves and in which direction.
  3. Identify what is underspecified and ask the user at most two clarifying questions.
  4. Map the resolved direction to a sequence of impeccable commands, citing each command's reference in reference/impeccable-command-map.md.
  5. Show the proposed plan to the user before executing.
  6. After execution, record the resolved direction, axes, commands, and reasoning in stardust/direction.md with a stardust provenance block.

Worked examples of this procedure live in reference/intent-examples.md.

Per-page state and "stale on direction change"

Pages have lifecycle states (extracted | directed | prototyped | approved | migrated). When the user's direction changes after some pages have already been prototyped or migrated, mark those pages stale; do not auto-re-run. The user opts in to re-prototyping or re-migrating explicitly. Details in reference/state-machine.md.

Artifacts you read and write

Stardust state lives under stardust/. Impeccable's PRODUCT.md / DESIGN.md / DESIGN.json live at the project root and represent the *target* state. The current (extracted) state lives under stardust/current/. Full layout in reference/artifact-map.md.

Provenance

Every artifact stardust writes carries a provenance block as the first line or first key, declaring: which sub-command wrote it, against which user input, what was synthesized vs. authored, and what other artifacts were read. Format conventions in reference/artifact-map.md.

What stardust never does

  • Invent design opinions that contradict impeccable's hard rules. Defer to impeccable.
  • Execute a redesign plan without showing it first.
  • Force a re-run on stale pages without explicit user opt-in.
  • Crawl an existing site beyond the user's confirmed page cap.
  • Emit AEM EDS, a CMS, or a framework. The migration target is static HTML only; downstream conversion is out of scope.

References

  • reference/intent-dimensions.md — the axes redesigns move along.
  • reference/intent-reasoning.md — the procedure for handling a freeform phrase.
  • reference/intent-examples.md — worked examples (8-12) of the reasoning style.
  • reference/impeccable-command-map.md — when to reach for each of the 23 impeccable commands.
  • reference/state-machine.md — page lifecycle, stale rules, state report format.
  • reference/artifact-map.md — every file stardust reads or writes, with ownership and provenance shape.
  • reference/divergence-toolkit.md — anti-mediocrity device. Default-moves list, deterministic seed, font decks, role-naming rule. Consumed by direct (when authoring target tokens) and prototype (when generating variants).
  • reference/token-contract.md — :root CSS custom-property contract every prototype and migrated page must expose. The token interface between stardust and any downstream consumer.
  • reference/data-attributes.md — structural data-* vocabulary applied to sections in every prototype and migrated page. The structural lingua franca between stardust sub-commands and downstream tools.

平台分布

Codex

36.23%
按下载量换算76

Claude

30.64%
按下载量换算64

Cursor

20.11%
按下载量换算42

Gemini CLI

9.79%
按下载量换算21

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

继续浏览同类 Skills