📦 Product — 产品
v1.0.0Requirement Miner 从产品评论数据中挖掘并分析迭代需求。支持 CSV 格式评论数据，自动完成数据清洗、分类、聚类分析及产品优化路线图生成。 使用场景： (1) 从评论中提取用户需求 (2) 对反馈分类整理 (3) 聚类分析识别重复/相似需求 (4) 生成产品优化路线图与优先级规划
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by 下载技能包
最后更新
2026/4/21
安全扫描
OpenClaw
安全
high confidenceThe skill is internally consistent with its stated purpose: it includes a harmless CSV-reading helper, textual instructions for classification/clustering/reporting, requests no credentials, and has no hidden network endpoints or risky install sources.
评估建议
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 servi...详细分析 ▾
✓ 用途与能力
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.
ℹ 指令范围
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.
ℹ 安装机制
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.
✓ 凭证需求
No environment variables, credentials, or config paths are requested. The skill requires no secrets and only reads the CSV file provided by the user.
✓ 持久化与权限
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.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/4/21
init
● Pending
安装命令
点击复制官方npx clawhub@latest install product-requirement-miner
镜像加速npx clawhub@latest install product-requirement-miner --registry https://cn.longxiaskill.com镜像同步中