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yz6214589-hash

Product Requirement Miner

by yz6214589-hash · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
116
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Install in OpenClaw
/install product-requirement-miner
Description
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。
Usage Guidance
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install product-requirement-miner
  3. After installation, invoke the skill by name or use /product-requirement-miner
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
init
Metadata
Slug product-requirement-miner
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Product Requirement Miner?

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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 116 downloads so far.

How do I install Product Requirement Miner?

Run "/install product-requirement-miner" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Product Requirement Miner free?

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

Which platforms does Product Requirement Miner support?

Product Requirement Miner is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Product Requirement Miner?

It is built and maintained by yz6214589-hash (@yz6214589-hash); the current version is v1.0.0.

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