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Product Requirement Miner

作者 yz6214589-hash · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
116
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install product-requirement-miner
功能描述
从产品评论数据中挖掘和分析迭代需求。支持CSV格式的产品评论数据,自动进行数据清洗、分类、聚类分析和产品优化路线图生成。使用场景:(1) 用户需要从产品评论中提取用户需求 (2) 对产品反馈进行分类整理 (3) 进行需求聚类分析以识别重复或相似需求 (4) 生成产品优化路线图和优先级规划。
安全使用建议
This skill appears to do what it claims: it ships a safe CSV-reading script and templates and gives step-by-step instructions for analysis. Before installing/running: (1) be aware the SKILL.md asks you to pip install chardet which will change your Python environment; run it in a virtualenv if you want isolation; (2) classification and clustering logic are described but not implemented in code — the agent or your model will perform those steps, which may send review text to external LLMs or services; avoid feeding sensitive/private data unless you trust that destination; (3) review scripts/read_csv.py yourself (it is short and benign) and ensure you run the skill on non-sensitive sample data first. Overall the package is coherent and does not request excessive privileges or secrets.
能力评估
Purpose & Capability
Name/description align with the files provided. The only shipped executable code (scripts/read_csv.py) reads CSVs and writes raw_reviews.txt — exactly what you'd expect for the first step of the described pipeline.
Instruction Scope
SKILL.md defines end-to-end processing (cleaning, classification, clustering, roadmap generation). However, only a CSV-reading script is provided; the classification, clustering and roadmap generation are described as procedures/templates but have no packaged implementation. The instructions do not ask the agent to read unrelated files, environment variables, or contact external endpoints. Note: running the skill may cause the agent to send review text to whatever LLM or external services the agent normally uses — review that behavior if reviews contain sensitive data.
Install Mechanism
No install spec in registry; this is instruction-only. The SKILL.md tells users to run 'pip install -r requirements.txt' (requirements.txt lists only chardet). This is low risk but will modify the Python environment when installed.
Credentials
No environment variables, credentials, or config paths are requested. The skill requires no secrets and only reads the CSV file provided by the user.
Persistence & Privilege
always is false and the skill does not request system-wide configuration changes. It only writes output files in the working directory as described in SKILL.md.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install product-requirement-miner
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /product-requirement-miner 触发
  4. 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
init
元数据
Slug product-requirement-miner
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Product Requirement Miner 是什么?

从产品评论数据中挖掘和分析迭代需求。支持CSV格式的产品评论数据,自动进行数据清洗、分类、聚类分析和产品优化路线图生成。使用场景:(1) 用户需要从产品评论中提取用户需求 (2) 对产品反馈进行分类整理 (3) 进行需求聚类分析以识别重复或相似需求 (4) 生成产品优化路线图和优先级规划。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 116 次。

如何安装 Product Requirement Miner?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install product-requirement-miner」即可一键安装,无需额外配置。

Product Requirement Miner 是免费的吗?

是的,Product Requirement Miner 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Product Requirement Miner 支持哪些平台?

Product Requirement Miner 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 Product Requirement Miner?

由 yz6214589-hash(@yz6214589-hash)开发并维护,当前版本 v1.0.0。

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