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Install in OpenClaw
/install fastmoss-report
Description
自动生成美国时尚配件品类TikTok热推日榜与周榜Top10数据报告,含分析与选品建议。
README (SKILL.md)
FastMoss 选品报告技能
自动生成 TikTok 热推榜数据报告
触发词
生成选品报告生成FastMoss报告选品报告
触发条件
当用户发送包含触发词的消息时,执行完整报告生成流程。
环境变量
以下变量需要在 ~/.openclaw/.env 或系统环境中配置:
# FastMoss 账号(每5天更换)
FASTMOSS_ACCOUNT=""
FASTMOSS_PASSWORD=""
# FastMoss 品类配置
# 品类ID (l1_cid):
# 8 = 时尚配件
# 6 = 美妆个护
# 3 = 女装与女士内衣
# 18 = 保健
# 14 = 运动与户外
# 16 = 手机与数码
FASTMOSS_CATEGORY=8
# 地区(默认:美国)
FASTMOSS_REGION=US
# Vercel 部署目录
VERCEL_DEPLOY_DIR="~/.openclaw/workspace/fastmoss-daily"
# 飞书群ID(管理办公室群)
FEISHU_GROUP_ID=""
执行流程
1. 数据获取
- 使用 browser 工具打开 FastMoss 热推榜
- 地区:使用环境变量
FASTMOSS_REGION(默认 US) - 品类:使用环境变量
FASTMOSS_CATEGORY(默认 8=时尚配件) - 分别获取日榜和周榜 Top 10 数据
2. 登录处理
如果需要登录:
- 使用环境变量
FASTMOSS_ACCOUNT和FASTMOSS_PASSWORD - 账号格式:纯数字(如 11668461)
- 密码:aaa060(每5天更换,更换日期记录在 memory 中)
3. 数据记录
- 日榜:当天日期(如 2026-03-05)
- 周榜:当前周数(如 2026年第9周)
- 记录字段:排名、商品名称、售价、店铺、店铺销量、佣金、销量
4. 报告生成
生成 HTML 报告,包含:
- 玻璃拟态 UI 风格(参考现有 fastmoss-2026-03-06 样式)
- 莫兰迪色系
- 响应式布局
- 商品链接和店铺链接(中英对照)
- 数据洞察与建议
5. Vercel 部署
- 部署目录格式:
fastmoss-YYYY-MM-DD - 部署后获取 URL
6. 消息推送
- 发送报告链接到用户私信
- 如果
FEISHU_GROUP_ID已配置,同时发送到群
输出格式
报告包含:
- 数据概览(4个统计卡片)
- 日榜 Top 10 表格
- 周榜 Top 10 表格
- 数据洞察
- 选品建议
- 风险提示
错误处理
- 登录失败:提示检查环境变量
- 页面加载失败:重试3次后退出
- 部署失败:保留本地文件并通知用户
使用示例
用户:生成选品报告
助手:📊 正在获取 FastMoss 数据...
✅ 报告已生成!
🔗 https://fastmoss-2026-03-06.vercel.app
Usage Guidance
Before installing or running this skill, be aware it asks you to provide a FastMoss account and password and to store them in environment variables (or in agent memory). That is sensitive—prefer not to give primary account credentials to an autonomous agent. Ask the author to: (1) update the registry metadata to list all required env vars and why they're needed; (2) clarify how Vercel and Feishu will be authenticated (provide explicit tokens/permissions rather than relying on implicit browser flows); and (3) avoid instructing the agent to persist rotating passwords in memory. If you proceed, run the skill in a sandboxed agent, use an expendable or limited-permission FastMoss account, and do not reuse high-value credentials.
Capability Analysis
Type: OpenClaw Skill
Name: fastmoss-report
Version: 1.0.1
The skill automates data scraping from FastMoss and deployment to Vercel, requiring sensitive credentials (FASTMOSS_ACCOUNT/PASSWORD) and including a hardcoded password ('aaa060') directly in the SKILL.md instructions. While the functionality aligns with its stated purpose of generating TikTok product reports, the combination of automated credential handling, browser automation, and cloud deployment (Vercel) creates a significant attack surface and risk of credential leakage or unauthorized resource usage.
Capability Assessment
Purpose & Capability
The described functionality (scrape FastMoss, build HTML report, deploy to Vercel, optionally post to Feishu) is coherent with the variables and steps in SKILL.md (account, category, region, deploy dir, group ID). However the public registry metadata states no required env vars while SKILL.md lists multiple environment variables (including credentials). That metadata mismatch is an incoherence and should be corrected.
Instruction Scope
SKILL.md directs the agent to use a browser tool to log in to FastMoss, read environment variables (explicitly ~/.openclaw/.env or system env), store/change a rotating password in agent memory, write a deploy directory, and push a Vercel deployment and Feishu notification. The instructions are vague about how Vercel/Feishu authentication should be performed and do not limit or describe any external endpoints for data exfiltration; the step to 'use browser tool' + credentials could expose sensitive data if the agent transmits it. The memory use for password rotation is also a potential leakage vector.
Install Mechanism
This is an instruction-only skill with no install spec and no code files, so it does not install third-party binaries or download archives. That lowers install-time risk. The skill does assume runtime tools (a browser tool and an ability to deploy to Vercel) are present but does not install them itself.
Credentials
SKILL.md requests sensitive environment values: FASTMOSS_ACCOUNT and FASTMOSS_PASSWORD (used to log into a third-party site). Those are reasonably needed for login, but the registry metadata omitted declaring them. It also asks for FEISHU_GROUP_ID and VERCEL_DEPLOY_DIR but does not request Feishu or Vercel auth tokens or explain how deployment/auth will be handled—this is inconsistent and could lead the agent to attempt alternative, unexpected authentication flows. Requiring a rotating password stored in agent memory is also questionable practice.
Persistence & Privilege
The skill is not force-included (always:false) and is user-invocable; it uses the agent's workspace (~/.openclaw/workspace/fastmoss-...) and agent memory for state. It does not request elevated system persistence or attempt to modify other skills' configs. This privilege level is typical for such tasks.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install fastmoss-report - After installation, invoke the skill by name or use
/fastmoss-report - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Added support for category and region configuration via new environment variables (FASTMOSS_CATEGORY and FASTMOSS_REGION).
- SKILL.md now documents available category IDs and region configuration.
- Data retrieval now uses the specified category and region, instead of fixed values.
- No changes to workflow or output format.
v1.0.0
FastMoss 选品报告技能 1.0.0
- 首次发布,支持通过关键词自动生成 TikTok 热推榜数据报告。
- 获取美国地区时尚配件日榜、周榜 Top 10 数据并生成 HTML 报告。
- 报告包含商品详细数据、可点击链接、中英对照、数据洞察与建议。
- 支持一键 Vercel 部署并自动推送报告链接到用户及可选飞书群。
- 支持错误处理和环境变量配置(账户、目录、群ID等)。
Metadata
Frequently Asked Questions
What is Fastmoss Report?
自动生成美国时尚配件品类TikTok热推日榜与周榜Top10数据报告,含分析与选品建议。 It is an AI Agent Skill for Claude Code / OpenClaw, with 375 downloads so far.
How do I install Fastmoss Report?
Run "/install fastmoss-report" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Fastmoss Report free?
Yes, Fastmoss Report is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Fastmoss Report support?
Fastmoss Report is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Fastmoss Report?
It is built and maintained by islcy (@islcy1208); the current version is v1.0.1.
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