← 返回 Skills 市场
194
总下载
0
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install reddit-pain-point-scanner
功能描述
Reddit market research agent. Scans subreddits and keywords for recurring user complaints, unmet needs, and product gaps. Clusters pain points by frequency a...
安全使用建议
This skill appears coherent with its stated purpose, but take these precautions before installing or using it:
- Do not paste private, personally identifiable, or confidential text into the tool — SKILL.md requires quoting verbatim and the skill saves reports to ~/reddit-scanner/.
- Inspect and, if desired, delete the ~/reddit-scanner/ directory after use; consider running the skill under an account or environment without sensitive data accessible.
- Because this is instruction-only (no code shipped), the agent will use your agent environment/tools (it lists Bash) to create files — review what commands the agent actually runs if possible, and avoid granting shell access in untrusted contexts.
- If you want to verify behavior, manually run a few scans with dummy data first and confirm nothing is sent externally and only the expected files are created.
- The package source is listed as a GitHub homepage; review that repository yourself for additional instructions or implementation details if you want higher assurance.
功能分析
Type: OpenClaw Skill
Name: reddit-pain-point-scanner
Version: 1.0.0
The skill bundle is a market research tool designed to analyze Reddit content for product opportunities. It requests 'Bash' access to manage a local workspace directory (~/reddit-scanner/) for storing reports and scan history. The instructions in SKILL.md are strictly focused on the stated purpose of data clustering and sentiment analysis, with no evidence of malicious intent, data exfiltration, or prompt injection attacks.
能力评估
Purpose & Capability
The description (scan subreddits/keywords for pain points) matches the instructions: the skill expects pasted Reddit content, keywords, or subreddit names and performs clustering/scoring locally. It requests no credentials, binaries, or external APIs, which is coherent with the 'paste content' workflow stated in SKILL.md.
Instruction Scope
Instructions stay within the stated purpose (collect input, cluster complaints, score opportunity). They explicitly require the agent to save reports and memory to ~/reddit-scanner/. They also instruct to always quote verbatim Reddit language in reports — which is useful for product research but increases the risk of storing personal or sensitive text if the user supplies such data.
Install Mechanism
No install spec and no code files are present (instruction-only). This minimizes risk because nothing is downloaded or written by an install step.
Credentials
The skill requests no environment variables, credentials, or external service access. That is proportionate to a tool that operates on user-provided text rather than scraping or calling Reddit APIs.
Persistence & Privilege
The skill writes persistent files under ~/reddit-scanner/ (memory.md, reports/, opportunities.md). 'always: false' and no cross-skill/system config writes are specified, but you should be aware the agent will create and update files in your home directory when you use the save commands.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install reddit-pain-point-scanner - 安装完成后,直接呼叫该 Skill 的名称或使用
/reddit-pain-point-scanner触发 - 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
Reddit Pain Point Scanner v1.0.0
- Initial release providing AI-powered analysis of Reddit posts for recurring user pain points, unmet needs, and product gaps.
- Scans subreddits and keywords; clusters complaints by theme, frequency, and urgency.
- Outputs structured opportunity reports to guide product development and positioning.
- Offers commands for pain point analysis, trending complaints, and opportunity gap discovery.
- Maintains a local workspace (`~/reddit-scanner/`) for reports, memory/history, and curated opportunities.
- Implements a detailed analysis framework including frequency scoring, urgency signals, and solution gap assessment.
元数据
常见问题
Reddit Pain Point Scanner 是什么?
Reddit market research agent. Scans subreddits and keywords for recurring user complaints, unmet needs, and product gaps. Clusters pain points by frequency a... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 194 次。
如何安装 Reddit Pain Point Scanner?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install reddit-pain-point-scanner」即可一键安装,无需额外配置。
Reddit Pain Point Scanner 是免费的吗?
是的,Reddit Pain Point Scanner 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Reddit Pain Point Scanner 支持哪些平台?
Reddit Pain Point Scanner 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 Reddit Pain Point Scanner?
由 mguozhen(@mguozhen)开发并维护,当前版本 v1.0.0。
推荐 Skills