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Agent Skill · 研究检索

obsidian-data-importer(Obsidian 数据 importer)

用于辅助数据整理、表格处理、CSV/Excel 分析、指标计算和图表准备。它适合让 Agent 清洗字段、汇总数据、发现异常、生成统计口径或把分析结果转成可读说明。使用时需要确认数据来源、字段含义和时间范围,避免把样本数据当全量事实;涉及敏感数据、导出文件或批量写回时,应先确认权限和脱敏边界。

obsidian-data-importer 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,权限为调用外部服务;许可证为 MIT,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 73,164。

总安装 148周安装 6GitHub Stars 公开资料未说明下载 47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
MIT

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:obsidian-data-importer(Obsidian 数据 importer)
来源仓库:https://github.com/zpankz/mcp-skillset
仓库路径:skills/obsidian-data-importer
安装命令:
npx skills add zpankz/mcp-skillset --skill "obsidian-data-importer"
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。

AgentSkills.tonpx skills
npx skills add zpankz/mcp-skillset --skill "obsidian-data-importer"

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。

用于辅助数据整理、表格处理和指标计算。适合让 Agent 清洗字段、 汇总数据或生成统计口径。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。使用时需确认数据来源和时间范围, 避免把样本当全量事实。

obsidian-data-importer 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/obsidian-data-importer

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 zpankz/mcp-skillset --skill "obsidian-data-importer";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

    它需要调用外部服务,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

obsidian-data-importer 怎么安装?

在终端执行 npx skills add zpankz/mcp-skillset --skill "obsidian-data-importer"。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

obsidian-data-importer 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。

obsidian-data-importer 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

obsidian-data-importer 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

obsidian-data-importer 用的人多吗?

公开数据是累计安装 148 次,近一周安装 6 次,下载 47 次。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。

obsidian-data-importer 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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

  • 要求有安全扫描结论才肯安装的团队。
  • 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
obsidian-data-importer

Obsidian 数据 importer · 本页

148—调用外部服务MIT未收录

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

name
obsidian-data-importer
description
Transform structured external data (CSV/JSON) into Obsidian's linked knowledge system while preserving semantic relationships, optimizing graph structure, and preventing data corruption through systematic validation and YAML-safe template generation.Enables seamless knowledge transfer from databases, spreadsheets, and APIs into personal knowledge management, maintaining referential integrity and facilitating emergence of insights through networked thought.

Obsidian Data Importer

Activation Conditions

This skill activates when:

  • User uploads or provides CSV/JSON data files
  • User requests Obsidian import assistance
  • User mentions "Handlebars", "JSON/CSV Importer", "bulk import", or "data import"
  • User wants to create multiple Obsidian notes from structured data

Quick Start (3 Steps)

For immediate use:

  1. Provide your data - Upload CSV/JSON file or paste content
  2. Confirm mapping - Review proposed field assignments
  3. Receive template - Get complete Handlebars template + instructions

→ Simple example: 01-task-list-csv

System Architecture

obsidian-data-importer/
├── core/              → Processing engines (5 phases + 4 modules)
├── knowledge/         → Reference documentation (syntax, types, errors)
├── templates/         → Pattern library (8 templates + partials)
└── examples/          → Complete demonstrations (12 workflows)

Component Diagram

[Data Input]
    ↓
[DataParser] ──→ [FieldAnalyzer] ──→ [TemplateGenerator] ──→ [Validator]
    ↓                ↓                      ↓                    ↓
 Parsed         Field Inventory        Template String      Validation
  Structure                                                   Report
                                           ↓
                                   [InstructionComposer]
                                           ↓
                                    Complete Package

Workflow Overview

The system executes in 5 sequential phases:

PhasePurposeDocumentationOutput
1. IngestionParse & analyze data structurePhase 1Field inventory
2. StrategyMap fields & select patternPhase 2Mapping decisions
3. ConstructionGenerate Handlebars templatePhase 3Template string
4. ValidationVerify syntax & preview outputPhase 4Validation report
5. DeliveryPackage with instructionsPhase 5Complete deliverable

Process Flow:

CSV/JSON → Parse → Analyze → Map → Generate → Validate → Deliver

Module Reference

Core Processing Modules

ModuleResponsibilityDocumentationKey Functions
DataParserInput format handlingdata-parser.mdparseCSV(), parseJSON()
FieldAnalyzerType inference & analysisfield-analyzer.mdinferType(), detectIssues()
TemplateGeneratorHandlebars constructiontemplate-generator.mdbuildTemplate(), escapeYAML()
ValidatorSyntax & correctness checkingvalidator.mdvalidateYAML(), testRender()

Knowledge Base

TopicContentDocumentation
YAML SafetyCharacter escaping, quoting strategiesyaml-safety.md
Handlebars SyntaxVariables, conditionals, iterationhandlebars-syntax.md
Type MappingDetection algorithms, strategiestype-mapping.md
Error ResolutionCommon problems & solutionserror-resolution.md
Best PracticesOptimization guidelinesbest-practices.md

Template Library

Base Templates

Domain-Specific Templates

Template Composition: All templates use modular partials from templates/partials/ for maximum reusability.

Common Tasks (Quick Recipes)

TaskComplexityExampleDuration
Import simple CSV⭐01-task-list-csv3 min
Handle special characters⭐⭐02-contacts-csv5 min
Process nested JSON⭐⭐⭐04-nested-json-projects10 min
Fix YAML errors⭐⭐10-special-chars-fix5 min
Link entities⭐⭐⭐08-complex-relationships15 min

Examples by Complexity

Simple (Start Here)

Intermediate

Advanced

Troubleshooting

Integration & Extensions

Complementary Obsidian Plugins

  • Templater - Post-import transformations and computed fields
  • Dataview - Query and aggregate imported data
  • QuickAdd - Manual data entry workflows
  • Metadata Menu - Interactive frontmatter management
  • Tag Wrangler - Hierarchical tag organization

Extending This Skill

  1. Add custom templates - Place in templates/ with metadata
  2. Create domain patterns - Model specific industries or use cases
  3. Build preprocessors - Transform data before import
  4. Develop validators - Add custom validation rules
  5. Share examples - Contribute to examples library

Graph Structure Optimization

  • Use [[Wikilinks]] for entities that should become nodes
  • Create MOCs (Maps of Content) for large imports
  • Apply hierarchical tags (e.g., project/alpha/task-001)
  • Standardize date formats (ISO 8601)
  • Preserve source URLs for traceability

Capabilities & Boundaries

✅ What This Skill Does

  • Parse CSV and JSON data structures
  • Analyze fields with type inference
  • Generate YAML-safe Handlebars templates
  • Validate syntax and preview output
  • Provide complete usage instructions
  • Suggest graph optimization strategies

❌ What This Skill Does NOT Do

  • Perform the actual import (requires user + plugin)
  • Modify source data files
  • Install or configure the plugin
  • Post-process notes after import
  • Fix corrupted YAML in existing notes
  • Real-time data synchronization

User Responsibilities

  • Install JSON/CSV Importer plugin in Obsidian
  • Save generated template to vault
  • Execute import through plugin interface
  • Review imported notes for accuracy
  • Perform any post-import cleanup

Execution Mode

When data is provided, the system automatically:

  1. Detects format (CSV vs JSON)
  2. Parses structure and analyzes fields
  3. Generates field inventory with recommendations
  4. Proposes template pattern based on data characteristics
  5. Requests confirmation of field mappings
  6. Constructs template with YAML safety
  7. Validates syntax and generates preview
  8. Delivers package with instructions

Response Format:

## 📊 Data Analysis

[Field inventory table with types and recommendations]

## 🎯 Recommended Approach

Pattern: [Selected template]
Note Names: [Field for filenames]
Target Folder: [Suggested location]

## ⚠️ Warnings

[Special character issues, data quality concerns]

## ✨ Template

[Complete Handlebars template with documentation]

## 👁️ Preview

[Sample output from first data row]

## 📋 Instructions

[Step-by-step import procedure]

## 🔧 Troubleshooting

[Common issues and solutions]

Metadata

Version: 2.0.0 (Modular Architecture) Created: October 2025 Compatibility: Obsidian + JSON/CSV Importer plugin Complexity Level: Intermediate to Advanced Skill Type: Data transformation & template generation

Prerequisites:

  • Obsidian (any recent version)
  • JSON/CSV Importer plugin by "filing 42"
  • Basic understanding of YAML frontmatter
  • Familiarity with Markdown

External Resources:

Version History

See CHANGELOG.md for detailed version history.

Support & Contribution

For Issues:

To Contribute:

  • Add examples to demonstrate new patterns
  • Submit custom templates for specific domains
  • Report edge cases or issues
  • Improve documentation clarity

Reception & Usage

Skill Activation: Simply provide your CSV or JSON data, and the system will immediately begin analysis and template generation.

No explicit invocation required - the skill recognizes data files and structured content automatically.

For best results: Include complete data samples (not fragments) so field analysis can be accurate.

Ready to import your data into Obsidian? Provide your file or paste your data to begin.

平台分布

windsurf

34.86%
按下载量换算16

OpenCode

26.74%
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kiro-cli

19.41%
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Codex

11.73%
按下载量换算6

Claude Code

5.38%
按下载量换算3

安全审计

暂无安全审计结果可展示。

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。

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