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Ai Intelligent Demand Forecasting
by
yang1002378395-cmyk
· GitHub ↗
· v1.0.0
· MIT-0
101
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install ai-demand-forecast
Description
需求预测，销售预测 + 补货计划。
README (SKILL.md)
AI 智能需求预测系统
描述
需求预测，销售预测 + 补货计划。
功能
- 销售预测（AI预测）
- 季节分析（季节因子）
- 促销影响（促销调整）
- 补货计划（自动补货）
- 预测准确率（误差分析）
定价
- 基础版：¥299/月（100 SKU）
- 专业版：¥1499/月（1000 SKU）
- 企业版：¥4999/月（无限 SKU）
适用场景
- 销售预测
- 库存计划
- 供应链
- 零售预测
技术栈
- Python + FastAPI
- 时序预测
- 机器学习
- 误差分析
安装
git clone https://github.com/openclaw-skills/ai-intelligent-demand-forecasting
cd ai-intelligent-demand-forecasting
pip install -r requirements.txt
python app.py
创建：2026-03-13 作者：OpenClaw Skills Team
Usage Guidance
This skill package contains only instructions and no code; following them will clone and execute an external GitHub repository (pip install + python app.py). Before running anything: (1) obtain and inspect the referenced GitHub repository and review its requirements.txt and app.py for network calls, credential usage, or dangerous shell commands; (2) run the code in an isolated sandbox or VM; (3) verify the repository's trustworthiness (owner, commits, signed releases); (4) check whether the app will request or log any credentials or private data; and (5) prefer a skill that includes its code in the package or links to a specific tagged release rather than a generic repo URL. If you cannot review the external repo yourself, treat this skill as potentially unsafe.
Capability Analysis
Type: OpenClaw Skill
Name: ai-demand-forecast
Version: 1.0.0
The skill bundle contains only metadata and documentation for an AI demand forecasting tool. There is no executable code, suspicious logic, or prompt injection attempts in SKILL.md or skill.json. The installation instructions point to a standard GitHub repository (openclaw-skills/ai-intelligent-demand-forecasting) and follow typical Python project setup procedures.
Capability Assessment
Purpose & Capability
Name, description, and declared functionality (demand/sales forecasting, replenishment) align with the SKILL.md content and tags. There are no unrelated environment variables, binaries, or config paths declared.
Instruction Scope
The SKILL.md instructs users/agents to git clone a GitHub repo and run pip install -r requirements.txt and python app.py. Because the skill package contains no code, these instructions cause the agent/user to fetch and execute third-party code at runtime — a scope expansion beyond the provided files and not reviewable from the packaged skill.
Install Mechanism
There is no install spec inside the package, but the instructions direct cloning from a GitHub repo and installing its dependencies. GitHub is a known host (lower risk than arbitrary URLs), but the repo is external and not bundled, so installing and executing it results in running unreviewed code from the network.
Credentials
The skill declares no required environment variables, credentials, or config paths. There are no obvious requests for unrelated secrets in the package itself. However, the external repo (if run) could later request secrets; that cannot be assessed from the packaged files.
Persistence & Privilege
The skill does not request always:true or any elevated persistence. It is user-invocable and allows normal autonomous invocation, which is the platform default and not itself a concern here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-demand-forecast - After installation, invoke the skill by name or use
/ai-demand-forecast - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of AI智能需求预测系统 (ai-intelligent-demand-forecasting) version 1.0.0.
- Enables AI-powered demand and sales forecasting, including automated replenishment planning.
- Features seasonal analysis, promotion impact assessment, and forecasting accuracy/error analysis.
- Offers tiered pricing: Basic, Professional, and Enterprise plans.
- Suitable for sales forecasting, inventory planning, supply chain, and retail scenarios.
- Built with Python, FastAPI, time series forecasting, machine learning, and error analysis.
Metadata
Frequently Asked Questions
What is Ai Intelligent Demand Forecasting?
需求预测，销售预测 + 补货计划。 It is an AI Agent Skill for Claude Code / OpenClaw, with 101 downloads so far.
How do I install Ai Intelligent Demand Forecasting?
Run "/install ai-demand-forecast" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ai Intelligent Demand Forecasting free?
Yes, Ai Intelligent Demand Forecasting is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ai Intelligent Demand Forecasting support?
Ai Intelligent Demand Forecasting is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ai Intelligent Demand Forecasting?
It is built and maintained by yang1002378395-cmyk (@yang1002378395-cmyk); the current version is v1.0.0.
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