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a799549967-lang

免费版

by MrReiyWsL · GitHub ↗ · v1.3.0 · MIT-0
cross-platform ✓ Security Clean
243
Downloads
0
Stars
1
Active Installs
6
Versions
Install in OpenClaw
/install smart-data-analyst
Description
Upload any CSV, Excel, JSON, or TSV file to receive an automated analysis report with insights, anomalies, and actionable recommendations—no coding needed.
Usage Guidance
This skill appears to do what it says: read an uploaded CSV/Excel/JSON/TSV and produce an analysis report. Important things to consider before installing or uploading sensitive files: (1) The analysis is performed by whatever AI/model you configure in OpenClaw — if you point to a cloud model or third‑party endpoint, your uploaded data will be sent to that provider. Do not upload sensitive PII, secrets, or regulated data unless you trust and have reviewed the model provider's policies. (2) The skill itself has no code and installs nothing, so there is no hidden binary, but privacy depends on your OpenClaw/model configuration. (3) The SKILL.md and promo mention contacting a Telegram account and paid configuration services — do not share API keys or credentials over those channels. (4) If you need guarantees about data residency, verify OpenClaw’s runtime behavior and the configured model's hosting before use. (5) Start by testing with non-sensitive sample data to confirm outputs and sampling behavior for large files.
Capability Analysis
Type: OpenClaw Skill Name: smart-data-analyst Version: 1.3.0 The skill bundle provides a structured set of instructions (SKILL.md) for an AI agent to perform automated data analysis on uploaded files such as CSV, Excel, and JSON. The workflow includes data ingestion, statistical analysis, anomaly detection, and report generation, all of which align with the stated purpose. No malicious code, data exfiltration logic, or harmful prompt injections were identified. The bundle includes promotional materials and links to a Telegram channel (@shuaigeclaw) for support and optional paid configuration services, which appear to be legitimate commercial offerings rather than security threats.
Capability Assessment
Purpose & Capability
The name, description, and runtime instructions all describe automated analysis of uploaded tabular files. No unrelated binaries, config paths, or credentials are requested, and required capabilities are in line with the stated purpose.
Instruction Scope
SKILL.md instructs the agent to read uploaded files, produce overviews, run descriptive statistics, anomaly detection, and generate reports — all coherent. However the doc repeatedly states the service runs with the user's configured AI backends (阿里云百炼, DeepSeek, etc.), so the actual analysis will be sent to whichever model endpoint the user configures; the SKILL.md's claim that data stays only 'local OpenClaw and your configured AI' is ambiguous and depends on the configured model provider and OpenClaw's runtime.
Install Mechanism
This is an instruction-only skill with no install spec and no code files, so nothing is downloaded or written to disk by the skill package itself.
Credentials
The skill declares no required environment variables or credentials (proportional). But it expects the user to configure external AI providers and supply keys in OpenClaw; those credentials are outside the skill bundle and are not requested directly. Users should recognize that providing model keys means the chosen provider will likely receive file contents for processing.
Persistence & Privilege
always is false, no install spec, and the skill does not request system-level persistence or modification of other skills. Autonomous invocation remains possible (platform default) but is not combined with broad privileges here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install smart-data-analyst
  3. After installation, invoke the skill by name or use /smart-data-analyst
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.3.0
更新联系方式至 Telegram @ShuaigeSkillBot,新增帅哥财富频道引导
v1.2.0
加入PRO版升级说明
v1.1.0
FAQ加入配置服务联系方式 QQ:799549967
v1.0.2
修正描述:OpenClaw 配置好 AI 即可使用,支持阿里云百炼、DeepSeek 等
v1.0.1
添加详细中文使用教程:支持格式、使用步骤、场景示例、追问技巧、FAQ
v1.0.0
Initial release of automated smart data analyst: - Instantly ingests CSV, Excel, JSON, and SQL export files for analysis. - Outputs a clear Data Overview table before full analysis to confirm proper file reading. - Performs comprehensive automated analyses for numeric, categorical, time-series, and mixed data, including descriptive stats, trends, correlations, and cross-tabs. - Detects and reports anomalies such as outliers, missing data patterns, duplicates, and data quality issues. - Generates structured, plain-language markdown reports with key findings, actionable recommendations, and data quality notes. - Provides interactive follow-up prompts to guide deeper analysis or summaries for sharing. - Supports both English and Chinese language reports automatically based on the data.
Metadata
Slug smart-data-analyst
Version 1.3.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 6
Frequently Asked Questions

What is 免费版?

Upload any CSV, Excel, JSON, or TSV file to receive an automated analysis report with insights, anomalies, and actionable recommendations—no coding needed. It is an AI Agent Skill for Claude Code / OpenClaw, with 243 downloads so far.

How do I install 免费版?

Run "/install smart-data-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 免费版 free?

Yes, 免费版 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 免费版 support?

免费版 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 免费版?

It is built and maintained by MrReiyWsL (@a799549967-lang); the current version is v1.3.0.

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