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在 OpenClaw 中安装
/install truth-tutor
功能描述
Diagnose why a learner does not understand a topic, paper, concept, or explanation, then deliver blunt feedback plus an actionable improvement plan. Includes...
安全使用建议
This skill appears coherent and low-risk: it only uses its bundled guidance files and asks the user for context. Before installing, consider: (1) the skill's default tone is blunt/strict — if you're sensitive, instruct it to use a softer strictness level or decline to use 'brutal' mode; (2) do not paste private, proprietary, or personally identifying documents into the conversation (the skill asks for paper excerpts and prior answers); (3) because it is instruction-only, there is no hidden install activity or credential requests; (4) test the skill with a non-sensitive example first to verify its behavior and tone. If you need the skill to operate differently (softer voice, safety checks), ensure you include that preference with each request.
功能分析
Type: OpenClaw Skill
Name: truth-tutor
Version: 1.0.9
The 'truth-tutor' skill is a purely instructional framework designed to guide an AI agent in providing diagnostic educational coaching. It contains no executable code, shell commands, or network activity. The skill focuses on identifying learning gaps (e.g., prerequisite or terminology gaps) and provides structured templates for feedback. It includes explicit safety boundaries in SKILL.md to prevent the agent from becoming abusive or encouraging self-harm, and it does not attempt to access sensitive system data or exfiltrate information.
能力评估
Purpose & Capability
Name/description (diagnose learning gaps and prescribe fixes) match the runtime instructions and included reference files. All declared capabilities are about diagnosing/repairing learning; nothing requires cloud creds, binaries, or unrelated privileges.
Instruction Scope
SKILL.md instructs the agent to collect only user-provided context (topic, what they know, paper/title, prior answers). It references local helper files for taxonomy and templates. There are no instructions to read system files, environment variables, or to call external endpoints.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing will be written to disk or downloaded during install.
Credentials
No environment variables, credentials, or config paths are requested (appropriate). Note: the skill will ask users to paste content such as paper excerpts or prior chat answers — users should avoid sharing sensitive or private data.
Persistence & Privilege
always is false and the skill does not request persistent system privileges or modify other skills. It allows normal autonomous invocation (platform default), which is expected for a user-invocable coaching skill.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install truth-tutor - 安装完成后，直接呼叫该 Skill 的名称或使用
/truth-tutor触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.9
P0+P1: Ontology integration, multi-model diagnosis, automation workflows
v1.0.7
Fix: web server port fallback when default port 3474 is already in use (avoid EADDRINUSE).
v1.0.6
Version 1.0.6
- No file or documentation changes detected in this release.
- Internal version update only; functionality and guidance remain unchanged.
v2.0.0-beta
No user-visible changes in this version.
- Skill version updated to 2.0.0-beta, but no file changes detected.
- All functionality and documentation remain unchanged from previous release.
v1.0.5
No file changes were detected in this version.
- No updates or modifications to code or documentation.
- Functionality and behavior remain unchanged from the previous version.
v1.0.4
No changes detected in this version.
- No file or documentation updates between 1.0.4 and the previous version.
- Behavior, features, and user guidance remain unchanged.
v1.0.3
No visible changes in this version.
- No file modifications or content updates detected.
- Version incremented to 1.0.3, but all documentation and logic remain identical to the previous release.
v1.0.1
- No visible changes in this version; content and functionality remain the same.
- Version number updated from 0.4.0 to 1.0.1.
v1.0.0
Initial public release.
- Provides diagnosis-first coaching to identify learning gaps before offering solutions.
- Supports general, paper-reading, and alphaXiv recovery modes for targeted feedback.
- Includes strictness levels to match user preference for feedback tone.
- Emphasizes dense, actionable reports and avoids generic praise or vague encouragement.
- Enforces clear safety guidelines to maintain ethical critique.
v0.2.0
Minimal paper-reading Web UI: left PDF, right conversation, top-only controls. Also includes local MiniMax fallback and web workflow improvements.
v0.1.1
Add dedicated paper-reading and alphaXiv modes, new docs/examples/tests, and improved CLI flows.
v0.1.0
Initial release: diagnosis-first learning coach for paper reading and skill building.
元数据
常见问题
Truth Tutor 是什么？
Diagnose why a learner does not understand a topic, paper, concept, or explanation, then deliver blunt feedback plus an actionable improvement plan. Includes... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 441 次。
如何安装 Truth Tutor？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install truth-tutor」即可一键安装，无需额外配置。
Truth Tutor 是免费的吗？
是的，Truth Tutor 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Truth Tutor 支持哪些平台？
Truth Tutor 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Truth Tutor？
由 Zhu Keqi（@sii-k7）开发并维护，当前版本 v1.0.9。
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