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在 OpenClaw 中安装
/install selection-agent
功能描述
全渠道选品 Agent — 关键词调研、SEO分析、竞品分析、TrendPlus数据。触发词:选品、关键词调研、SEO分析、竞品分析、keyword research、competitor analysis。执行前必须读取 AGENT_CONFIG.md。
安全使用建议
Do not enable this skill without verification. The SKILL.md instructs the agent to read /tmp/powerful-trendplus/AGENT_CONFIG.md, source .env.local, and run a local Python script — actions that can expose local secrets or execute arbitrary code. Before installing, ask the publisher to: (1) provide a trusted source URL and SHA256 for scripts; (2) update metadata to list all required env vars and explain why each is needed; (3) publish the AGENT_CONFIG.md and run_full_research.py for review. If you must test, do so in an isolated sandbox or VM, and avoid granting production credentials (move keys to a test account). If you do install, inspect /tmp/powerful-trendplus and .env.local contents and remove or redact any secrets you don't want the agent to access.
功能分析
Type: OpenClaw Skill
Name: selection-agent
Version: 1.0.0
The skill bundle contains highly risky instructions in SKILL.md that direct the AI agent to execute a Python script from a temporary directory (/tmp/powerful-trendplus/scripts/run_full_research.py) and source local environment variables (.env.local). It explicitly mentions that sensitive tokens and API keys (Semrush, FB_ADS_TOKEN, NOTION_API_KEY, GEMINI_API_KEY) are stored in these local files. While these behaviors facilitate arbitrary code execution and potential credential access, the lack of the actual script payload or explicit exfiltration logic makes it impossible to confirm malicious intent versus extremely poor security practices for a research tool.
能力评估
Purpose & Capability
The declared purpose (keyword/SEO/competitor research) reasonably explains needing Semrush, FB Ads, Sheets, and a DB. However the skill metadata declares no required env vars or credentials while SKILL.md explicitly lists multiple sensitive keys and external dependencies. That mismatch is incoherent: either the metadata is incomplete or the skill is attempting to access secrets it didn't declare.
Instruction Scope
Runtime instructions demand reading /tmp/powerful-trendplus/AGENT_CONFIG.md, sourcing .env.local, and running python3 scripts/run_full_research.py — i.e., reading arbitrary local files and executing a local script. The instructions also reference multiple credential locations (~/.bashrc, system env, .env.local) and external data sources (sitemaps, CMS API, Notion DB). This goes beyond a simple API-integration description and grants broad access to host files and secrets.
Install Mechanism
Instruction-only skill with no install spec or code files. That lowers installer risk because nothing is automatically downloaded or written by an installer. The primary risk comes from runtime file access and execution, not an install step.
Credentials
SKILL.md expects multiple sensitive credentials (SEMRUSH_API_KEY, FB_ADS_TOKEN, NOTION_API_KEY, GEMINI_API_KEY, Google OAuth, MySQL creds) but the skill metadata lists none. It also suggests those secrets live in diverse locations (.env.local, system env, ~/.bashrc). Requesting many kinds of credentials across different services is disproportionate unless explicitly declared and justified in metadata.
Persistence & Privilege
The skill is not 'always: true', but its instructions cause the agent to execute an arbitrary local Python script. If the agent is allowed to invoke the skill autonomously, that script could perform any actions the agent's runtime permits (network calls, file reads/writes, secret exfiltration). This is a meaningful runtime privilege even absent installer persistence.
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 selection-agent - 安装完成后,直接呼叫该 Skill 的名称或使用
/selection-agent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
Initial release of selection-agent skill.
- Provides automated product research across channels: keyword research, SEO analysis, competitor analysis, and TrendPlus data.
- Activates on trigger words (中文/English), e.g., 选品, 关键词调研, keyword research, competitor analysis, etc.
- Structured output format with required fields like keyword, difficulty, volume, dedup source, and priority.
- Reads all configuration from AGENT_CONFIG.md before execution; includes fixed environment variables and competitor list.
- Integrates with Semrush, Facebook Ads, Notion, and other data sources.
- Lists common errors and troubleshooting steps for smooth usage.
- Project repository link and setup instructions included.
元数据
常见问题
Selection Agent 是什么?
全渠道选品 Agent — 关键词调研、SEO分析、竞品分析、TrendPlus数据。触发词:选品、关键词调研、SEO分析、竞品分析、keyword research、competitor analysis。执行前必须读取 AGENT_CONFIG.md。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 108 次。
如何安装 Selection Agent?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install selection-agent」即可一键安装,无需额外配置。
Selection Agent 是免费的吗?
是的,Selection Agent 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Selection Agent 支持哪些平台?
Selection Agent 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 Selection Agent?
由 lygjoey(@lygjoey)开发并维护,当前版本 v1.0.0。
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