Professor Mind Reader

io.github.farssaadeldin7-ux由 GitHub 账号 farssaadeldin7-ux 发布v0.1.3更新于 Oct 27, 2026

Reverse-engineer a marking rubric into the handful of criteria that actually move the mark, then...

概览

AI 生成的概览

面向大学生的 Claude Code 插件工具服务器,把评分标准反向拆解成真正影响分数的少数几条准则。

可以做什么
  • 把评分标准反向拆解为真正影响分数的少数关键准则。
  • 按评分标准中动词所要求的层次作答,并找出满足每条准则的句子。
  • 把插件技能以 MCP 提示形式提供,在 VS Code 中显示为斜杠命令。
  • 提供免费试用工具,其余工具需付费许可解锁。
适用场景
适合希望让作业贴合具体评分标准、并弄清哪些准则权重最大的学生。在已有评分标准、目标是有的放矢而非泛泛写作时最有用。
运行要求
以本地 stdio 进程运行,从 .mcpb 包安装(也以 VS Code 扩展和 npm 包形式发布)。解锁受限工具和技能正文需要付费许可;运行时需连接基于 Stripe 的计费服务,因此需要网络访问。
安装前请注意
只有部分工具免费,其余工具和技能正文需要付费许可,因此可能涉及购买,并会向厂商的计费服务做许可校验。该插件明确声明不会读心或预测分数,应把输出视为评分标准指导,而非成绩保证。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Professor Mind Reader,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

Plugin Suite

Fourteen domain-expert plugins for Claude Code and Cowork. Each one encodes how a specialist in that field actually works — the order they do things in, the question that splits the field fastest, and the point at which they say they do not know.

Browse the full catalogue with live pricing at codestudioplugin.com — plans for every plugin are listed on the pricing page. Each plugin's tool server includes free tools for evaluating it before buying; a paid licence unlocks the rest. Every plugin is also published to Open VSX as a VS Code extension — in Cursor, Windsurf, VSCodium or Gitpod, search code-studio in the Extensions panel and install.

Installable as a marketplace:

/plugin marketplace add farssaadeldin7-ux/claude-plugin-suite/plugin install diagnose-by-sound@plugin-suite

The plugins

PluginForThe judgement it encodes
diagnose-by-soundWorkshop service advisersCharacterise the noise before naming a cause; report calibrated confidence, not a guess
ghost-post-previewSocial managersName the most likely reason a post underperforms; never fabricate an engagement number
professor-mind-readerUniversity studentsAnswer at the level the rubric verb demands; find the sentence that satisfies each criterion
five-minute-fluencyCompetitive playersThree changes maximum, ranked by rating gain per unit of practice
trail-splitExpedition leadersEvery critical system has a named owner and a stated backup, or the plan is not finished
podcast-video-studioContent agenciesA clip that needs context is disqualified however good it was in the room
customer-sales-supportSaaS foundersAn AI support agent is only as good as the docs; "I don't know — here's a person" is a first-class answer
haptic-feedback-mapperCreative studiosA haptic that fires for something ignorable is worse than the screen it replaced
mental-health-chatbotTelehealth platformsSupport, not crisis intervention — escalation is always on and never a severity judgement
neural-link-intention-layerUI/UX designersEliminate, then batch, then automate — in that order
generative-digital-twinStudio headsA style is defined by what you never do; the "never" list matters most
emotional-resonance-analyzerAdvertising and marketing video editorsFlat stretches are the problem, not low stretches; real retention data always wins
code-to-visual-interpreterCreative technologistsStructure, modulation, surface — and a seeded PRNG or the piece is unreviewable
predictive-resource-allocationVFX and 3D studiosFind the binding constraint first; buying hardware is the last remedy, not the first

Audiences, the skill each user must bring, and the monetisation shape are in docs/AUDIENCES.md.

Design rules

These are enforced by review, and partly by scripts/validate.mjs.

  1. No overclaiming. If the premise implies a capability that does not exist — reading minds, measuring an audience that was never asked, predicting a number from text — the plugin says so in its first paragraph and reframes as what it honestly is. A user who trusts a meaningless number is worse off than one who got nothing.
  2. Thresholds, not vibes. "Under 15% separation, do not present a winner" beats "consider carefully". Every judgement in a skill should be checkable.
  3. The limits section is mandatory. Every skill states what it cannot answer and when to say so.
  4. References carry the tables. SKILL.md holds the procedure; lookup tables, taxonomies and worked examples live in references/ and are pointed at from the step where they become relevant.
  5. British spelling. No emoji, no hype vocabulary. The validator warns on both.

Layout

.claude-plugin/marketplace.json   the marketplace manifestplugins/<id>/                     one directory per plugin  .claude-plugin/plugin.json      plugin manifest  skills/<id>/SKILL.md            the procedure  skills/<id>/references/*.md     tables, taxonomies, worked examples  .mcp.json, mcp/                 only where a plugin ships a tool serverpackages/suite-runtime/           shared MCP + licensing runtime, vendored into pluginsservices/billing/                 the Stripe-backed licensing service the runtime talks toscripts/                          validate, vendor, builddocs/                             architecture, audiences, licensing

Working on it

bash
node scripts/validate.mjs        # structure, manifests, frontmatter, dead referencesnode scripts/vendor-runtime.mjs  # after editing packages/suite-runtimenode scripts/build.mjs           # .plugin archives into dist/node scripts/build-vsix.mjs      # VS Code extensions staged into dist/vsix/

CI runs all of these on every push. See docs/ARCHITECTURE.md for how to add a plugin, and docs/LICENSING.md for the free/paid split.

Publishing to Open VSX

Each plugin also ships as a VS Code extension: a thin extension.cjs that registers the plugin's MCP tool server through VS Code's MCP server definition provider API (VS Code 1.102+), with the whole zero-dependency mcp/ directory bundled inside the .vsix. The skills ship too: the bundled server publishes each one as an MCP prompt, which VS Code surfaces as a slash command (/mcp.<plugin>.<skill>). Listing is open; the skill body itself requires an active paid licence, same as the gated tools, since the .vsix is a public download.

One-time setup, in this order:

  1. Create an Eclipse Foundation account and log in to open-vsx.org with it.
  2. Sign the Publisher Agreement (open-vsx.org → your avatar → Settings → the agreement prompt).
  3. Create an access token (Settings → Access Tokens) and store it: gh secret set OVSX_PAT --repo farssaadeldin7-ux/claude-plugin-suite

Then publish from the Actions tab: run the publish-openvsx workflow (optionally naming specific plugin ids). It packages every extension with vsce, creates the code-studio namespace if needed, and uploads each .vsix with ovsx, skipping versions that are already published. To build locally instead: node scripts/build-vsix.mjs --package.

The plugins also publish to npm as @farseman/<id> packages with the publish-npm workflow (runnable as npx @farseman/<id>; needs the NPM_TOKEN repository secret described at the top of .github/workflows/publish-npm.yml), and to the official MCP Registry with the publish-mcp-registry workflow: scripts/build-mcpb.mjs packages each one as an .mcpb bundle attached to a GitHub release, and the workflow submits each listing under the io.github.farssaadeldin7-ux namespace, authenticated with the job's own GitHub OIDC token — no stored secrets.

The same extensions publish to Microsoft's VS Code Marketplace with the publish-vsmarketplace workflow. That marketplace has no trusted publishing, so it needs a Personal Access Token stored as the VSCE_PAT repository secret — the one-time setup is described at the top of .github/workflows/publish-vsmarketplace.yml.

Status

Version 0.1.3. All fourteen plugins ship working MCP servers built on the shared runtime, each gating its licensed tools behind the billing service and keeping open tools for evaluation before buying.

Licence

Source-available, not open source. The code is published so it can be read and evaluated; publication grants no rights to copy, modify, redistribute or create derivative works from it. Paid plugin tiers are governed by the commercial terms shown at the point of purchase. See LICENSE.

来源:README.md,提交 815489a

工具

0
SourceWeft 曾在隔离沙箱中以无凭据方式启动该软件包一次,以列出其工具,但未能完成:该软件包类型无法在沙箱中运行。

版本历史

1
  1. v0.1.3最新Oct 21, 2026

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