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good-student

❖ Communityv0.1.1

Tools · by harrylabsj · added

Wrong-question diagnosis and study-action loop for parents and students — deterministic local core (SQLite, no cloud), host-model recognition gated by parent confirmation. Portable Agent Plugins v1 package (mcp.json + skills/); good-student MCP server pinned to immutable commit 2469cbb over uvx, with the good-student workflow skill bundled. Needs Python 3.10+ via uv. No credentials required; all data stays on-device and nothing is uploaded.

Open in Hermes Desktop
hermes plugins install good-student
Repository ↗Reviewed source @ 021375c ↗Documentation ↗

README

From the reviewed commit 021375c ↗; it updates when the author re-pins.

hermes-plugin-good-student

English | 中文

English

Good-student is a wrong-question diagnosis and study-action plugin for Hermes Agent, built for parents and students: upload wrong-question materials, confirm AI-recognized candidates, analyze weak knowledge points, generate study plans, and run reassessments.

Design principle: the host model understands; Good-student is the trustworthy core. Recognition output is candidates only — nothing enters the child's learning profile until a parent explicitly confirms it. All data lives in a local SQLite database on your machine; nothing is uploaded, no API keys required.

What it provides

  • An MCP server (gs) exposing 15 good_student_* tools (profiles, scores, candidate confirmation, analysis, plans, reassessments, weekly brief, export, doctor).
  • A bundled good-student skill that walks the agent through the recognize → confirm → analyze → plan → reassess loop with parent-confirmation gates.
  • Data directory defaults to the plugin's own PLUGIN_DATA space (GOOD_STUDENT_DATA).

Install

hermes plugins install harrylabsj/hermes-plugin-good-student
hermes plugins enable good-student

Requirements: Python ≥ 3.10 and uv (uvx) on PATH — the MCP server is launched via uvx --from git+https://github.com/harrylabsj/good-student@v0.1.1[mcp], pinned to the exact tag. First launch resolves and caches the environment automatically.

The upstream repo's docs/privacy/minor-data-protection.md documents the minor-data handling rules (local storage, no cloud, parent-consent gating).

Why the server key is gs

The full wire name is mcp__agent-plugin-good-student-<hash>__gs__good_student_record_reassessment-shaped. Hermes clamps long MCP tool names to the 64-character provider limit with a hash suffix, but a short server key keeps more names human-readable. gs is the same convention the official snyk (sn) and kiwi (kb) entries use.

中文

**Good-student（错题教练）**是面向家长和学生的错题诊断与学习行动插件：上传错题材料 → AI 识别为候选 → 家长确认 → 薄弱点分析 → 学习计划 → 复测闭环。

设计原则：宿主模型负责理解，Good-student 负责可信。 识别结果只是“候选”，未经家长 确认绝不写入学习画像。全部数据保存在本机 SQLite（PLUGIN_DATA 目录），不上传、无需 API Key。

  • MCP server（gs）暴露 15 个 good_student_* 工具（档案/成绩/候选确认/分析/计划/复测/周报/导出/体检）。
  • 捆绑 good-student 技能，引导智能体按“识别 → 确认 → 分析 → 计划 → 复测”顺序驱动工具。
  • 启动命令 uvx --from git+…@v0.1.1 钉死版本；首次启动自动解析并缓存环境。
  • 未成年人数据保护说明见上游仓 docs/privacy/minor-data-protection.md。

License

MIT — see LICENSE.

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