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在 OpenClaw 中安装
/install mindgraph
功能描述
Create and query an Obsidian-style [[wikilink]] knowledge graph with learnable repeatable MindSkills for managing and analyzing workspace files.
安全使用建议
This skill appears to do what it says: it will scan all .md files in the workspace, write a mindgraph.json index in the workspace root, and create mindskill folders/results under skills/mindgraph/. It does not require credentials or contact external services. Before installing, consider: (1) If your workspace includes sensitive content in markdown, the index will read it — move or exclude sensitive files if needed. (2) The skill will persistently write mindgraph.json and result files; back up any existing files with the same names. (3) The SKILL.md enforces a broad authoring rule (always use [[wikilinks]]), which may change how the agent edits or writes notes — decide whether you want that convention applied automatically. (4) If you enable autonomous agent invocation, remember it could create/modify files when asked; consider limiting write actions to manual approval if you want stricter control.
功能分析
Type: OpenClaw Skill
Name: mindgraph
Version: 1.0.0
The skill bundle is classified as suspicious due to its broad file system read/write/create capabilities within the agent's workspace and the potential for vulnerability via user-controlled input. The `SKILL.md` instructs the agent to use user-provided names (e.g., for new mindskills or result subjects) in file paths, which are then processed by `scripts/mindgraph.py`. While `os.path.join` is used to construct paths, mitigating simple path traversal, an attacker could still inject slashes into the name (e.g., `mindgraph.py learn "foo/bar"`) to create arbitrary nested directory structures, potentially leading to resource exhaustion or unexpected file system layout. This represents a vulnerability in input handling, rather than clear malicious intent. Additionally, the strong behavioral instructions in `SKILL.md` constitute a form of prompt injection, though currently aimed at enforcing knowledge management practices rather than harmful actions.
能力评估
Purpose & Capability
The name/description (wikilinks + MindSkills) match the included SKILL.md and scripts: the Python script indexes .md files, resolves [[wikilinks]], and stores mindskill results under skills/mindgraph/mindskills/. No unrelated binaries, cloud credentials, or surprising resources are required.
Instruction Scope
SKILL.md explicitly instructs the agent to read workspace markdown files and to create/write MindSkill result files and the graph index (mindgraph.json). That behavior is consistent with the purpose, but the 'Always-On Rules' (use [[wikilinks]] for every markdown file you write) is a broad stylistic mandate that could affect many files and authoring workflows — review whether you want the agent to edit or standardize existing workspace files.
Install Mechanism
No install spec; this is an instruction-only skill that bundles a plain Python script. Nothing is downloaded from external URLs and there are no package-install steps in the manifest.
Credentials
No credentials or special environment variables are required. The script supports an optional MINDGRAPH_WORKSPACE env var to override the workspace root — this is reasonable and proportional.
Persistence & Privilege
always:false (normal). The skill does create persistent artifacts in the workspace (mindgraph.json, mindskill directories/results). That's expected for a knowledge-graph skill, but be aware these files are written into your workspace and persist across sessions.
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 mindgraph - 安装完成后，直接呼叫该 Skill 的名称或使用
/mindgraph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
v1.0.0
- Initial release of MindGraph: A knowledge graph and learnable process engine for OpenClaw workspaces.
- Supports Obsidian-style [[wikilinks]] across all workspace markdown files for people, projects, tools, and concepts.
- Introduces MindSkills: repeatable, learnable frameworks with process definitions and graph-connected results.
- Provides CLI tools for indexing, querying, visualization, and memory maintenance (orphans, dead links, unconnected files).
- Enforces workspace-wide linking rules to connect knowledge and keep notes useful.
- MindSkills can be learned, viewed, executed, and results saved with structured metadata and automatic linking.
元数据
常见问题
Mindgraph 是什么？
Create and query an Obsidian-style [[wikilink]] knowledge graph with learnable repeatable MindSkills for managing and analyzing workspace files. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 572 次。
如何安装 Mindgraph？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install mindgraph」即可一键安装，无需额外配置。
Mindgraph 是免费的吗？
是的，Mindgraph 完全免费（开源免费），可自由下载、安装和使用。
Mindgraph 支持哪些平台？
Mindgraph 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 Mindgraph？
由 hulkworks（@hulkworks）开发并维护，当前版本 v1.0.0。
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