Google Maps
cablate/mcp-google-map
Search places, resolve addresses, compare routes, inspect neighborhoods, and retrieve geographic or environmental facts through the standalone @cablate/mcp-google-map CLI.
基于西柚洞察MCP的亚马逊竞品分析与广告策略工具。提供7大核心工作场景：实时监控广告投放效果、快速找到高性价比流量缺口、快速拆解对标竞对打法、提升新品推广效率、精准拆解竞品流量以及广告策略、透视竞品广告策略和预算、高效搭建关键词库。适用于亚马逊卖家进行竞品分析、广告优化和关键词研究。
Install Xiyou Insight
$ npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install liangdabiao/amazon-sorftime-research-MCP-skill xiyou-insight --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/SKILLS/skills/xiyou-insight .claude/skills/xiyou-insight && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "xiyou-insight" agent skill from https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insight into .claude/skills/xiyou-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiyou-insight", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insightType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install liangdabiao/amazon-sorftime-research-MCP-skill xiyou-insight --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/SKILLS/skills/xiyou-insight .agents/skills/xiyou-insight && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "xiyou-insight" agent skill from https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insight into .agents/skills/xiyou-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiyou-insight", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install liangdabiao/amazon-sorftime-research-MCP-skill xiyou-insight --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/SKILLS/skills/xiyou-insight .cursor/skills/xiyou-insight && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "xiyou-insight" agent skill from https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insight into .cursor/skills/xiyou-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiyou-insight", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git --path SKILLS/skills/xiyou-insight--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install liangdabiao/amazon-sorftime-research-MCP-skill xiyou-insight --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/SKILLS/skills/xiyou-insight .gemini/skills/xiyou-insight && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "xiyou-insight" agent skill from https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insight into .gemini/skills/xiyou-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiyou-insight", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install liangdabiao/amazon-sorftime-research-MCP-skill xiyou-insightInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/SKILLS/skills/xiyou-insight .github/skills/xiyou-insight && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "xiyou-insight" agent skill from https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insight into .github/skills/xiyou-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiyou-insight", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install liangdabiao/amazon-sorftime-research-MCP-skill xiyou-insight --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/SKILLS/skills/xiyou-insight .opencode/skills/xiyou-insight && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "xiyou-insight" agent skill from https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/SKILLS/skills/xiyou-insight into .opencode/skills/xiyou-insight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiyou-insight", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
xiyou-insight- GitHub stars
- 959
- Token cost
- ~2.1k tokens
- SKILL.md length
- 267 words
- Files
- 14 (incl. scripts)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- None found
At a glance
基于西柚洞察MCP的亚马逊竞品分析与广告策略工具。提供7大核心工作场景：实时监控广告投放效果、快速找到高性价比流量缺口、快速拆解对标竞对打法、提升新品推广效率、精准拆解竞品流量以及广告策略、透视竞品广告策略和预算、高效搭建关键词库。适用于亚马逊卖家进行竞品分析、广告优化和关键词研究。
- Works in 4 steps: API限流：每批请求建议控制并发数量，避免触发限流 → 数据时效：近7天数据实时性较好，历史数据可能有延迟 → 消耗提示：查询日期范围越长，API消耗越高 → …
- Tasks that involve MCP servers
- SKILL.md covers 定位, MCP 工具速查表, 7大核心工作场景 and Script Directory, plus 5 more sections
- Runs Python scripts from its folder
What it does
Xiyou Insight is an agent skill from liangdabiao/amazon-sorftime-research-MCP-skill. 基于西柚洞察MCP的亚马逊竞品分析与广告策略工具。提供7大核心工作场景：实时监控广告投放效果、快速找到高性价比流量缺口、快速拆解对标竞对打法、提升新品推广效率、精准拆解竞品流量以及广告策略、透视竞品广告策略和预算、高效搭建关键词库。适用于亚马逊卖家进行竞品分析、广告优化和关键词研究。
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including scripts (for example `scripts/dashboard_generator.py`, `scripts/data_aggregator.py` and `scripts/report_generator.py`).
It sits in Marketing & SEO, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: 亚马逊选品 之 Listing全维度穿透分析报告 加上 全品类分析 ，关键词分析，差评分析 ，市场调研 等等。codex/claude code agent skill, amazon sorftime MCP/西柚mcp/sif mcp/卖家精灵sellersprite 智能体skill. 亚马逊跨境电商skill工具集。
When your agent uses it
- Tasks that involve MCP servers
Example prompts
- “/xiyou-insight”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- API限流：每批请求建议控制并发数量，避免触发限流
- 数据时效：近7天数据实时性较好，历史数据可能有延迟
- 消耗提示：查询日期范围越长，API消耗越高
- intent_summary：所有MCP调用必须包含脱敏的业务意图描述，禁止包含用户原始prompt、账号、手机号、邮箱或完整ASIN
What it can do on your machine
Read from SKILL.md and the folder at commit 568be29. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 13 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Xiyou Insight loads about 2.1k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 267 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 267 words (~2,124 tokens).
“基于 西柚洞察MCP 的亚马逊竞品分析与广告策略工具。LLM Agent 直接调用 MCP 工具获取数据，脚本仅负责数据后处理、报告生成和可视化渲染。”
- name
- xiyou-insight
- argument-hint
- [场景名称] [ASIN/关键词] [站点]
- user-invocable
- true
Files
SKILL.md and 13 other files (scripts) in SKILLS/skills/xiyou-insight of liangdabiao/amazon-sorftime-research-MCP-skill.
- SKILL.md
- scripts/dashboard_generator.py
- scripts/data_aggregator.py
- scripts/report_generator.py
- scripts/scenarios/__init__.py
- scripts/scenarios/ad_budget.py
- scripts/scenarios/ad_monitoring.py
- scripts/scenarios/base.py
- scripts/scenarios/competitor_analysis.py
- scripts/scenarios/keyword_database.py
- scripts/scenarios/new_product.py
- scripts/scenarios/traffic_gap.py
- scripts/workflow.py
- scripts/workflow_competitor_analysis.py
Open the folder on GitHubat commit 568be29
Compare with similar skills
Xiyou Insight next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Xiyou Insight this skillliangdabiao/amazon-sorftime-research-MCP-skill | 959 | — | ~2.1k | Automated safety check: Pass | None | |
| Google Mapscablate/mcp-google-map | 469 | — | ~909 | Automated safety check: Pass | MIT | |
| Reddit InsightsBrianRWagner/ai-marketing-claude-code-skills | 441 | 1 repos | ~3.1k | Automated safety check: Pass | None | |
| CanonryCanonry/canonry | 171 | — | ~3.9k | Automated safety check: Pass | MIT | |
| SEO APIseranking/seo-skills | 161 | — | ~4.1k | Automated safety check: Pass | MIT | |
| SEO AhrefsAgriciDaniel/claude-seo | 19k | 1 repos | ~611 | Automated safety check: Pass | MIT |
Similar skills
Reddit Insights
BrianRWagner/ai-marketing-claude-code-skills
Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server.
Canonry
Canonry/canonry
Navigate Canonry through connected MCP tools or the cnry CLI to inspect evidence, diagnose changes, plan measurement, review integrations, and report results.
SEO API
seranking/seo-skills
SE Ranking API integration architect. An agent skill from seranking/seo-skills.
SEO Ahrefs
AgriciDaniel/claude-seo
Ahrefs API analyst (extension). An agent skill from AgriciDaniel/claude-seo.
SEO Project Setup
every-app/open-seo
Populate a project's shared OpenSEO context — site scope, goals, positioning, competitors, key pages, and preferences — plus MCP checks and Search Console intake.
More from liangdabiao/amazon-sorftime-research-MCP-skill
All 9 skills in this repoCategory Selection
liangdabiao/amazon-sorftime-research-MCP-skill
亚马逊品类自动化选品分析技能。通过五维评分模型对亚马逊品类进行深度市场调研，生成Markdown分析报告。当用户使用 /category-selection 命令或提出'分析XX品类'、'XX品类市场调研'、'XX品类选品'等需求时触发此技能。支持配置分析数量，默认Top20。
Review Analysis
liangdabiao/amazon-sorftime-research-MCP-skill
对亚马逊商品评论进行深度分析，自动识别产品痛点、分析退货原因，生成改进建议和客服回复模板。Invoke when user uses /review-analysis command with a product ASIN.
Product Research
liangdabiao/amazon-sorftime-research-MCP-skill
基于Sorftime MCP的深度选品调研。通过LLM Agent执行多维度分析：数据采集→属性标注→交叉分析→竞品VOC→壁垒评估→选品决策评估。交互式执行，输出Markdown报告和Dashboard看板。
Amazon Analyse
liangdabiao/amazon-sorftime-research-MCP-skill
对亚马逊竞品Listing进行全维度穿透分析，包括文案逻辑、评论分析、关键词分析、市场动态等。分析完成后自动保存为Markdown报告文档到reports/目录。Invoke when user uses /amazon-analyse command with a product ASIN.
Keyword Research
liangdabiao/amazon-sorftime-research-MCP-skill
亚马逊关键词深度调研与智能分类分析。基于 Sorftime MCP 数据采集 2000+ 关键词，通过 LLM Agent 按 8 维度智能分类（否定词、品牌词、材质词、场景词、属性词、功能词、核心词、其他），生成 Markdown 报告、CSV 词库和 HTML 仪表板。触发方式：/keyword-research {ASIN} {SITE}
Sellersprite Amazon Research
liangdabiao/amazon-sorftime-research-MCP-skill
卖家精灵 Amazon 全链路数据调研 Skill。通过 43 个 MCP 数据工具完成选品分析、关键词研究、竞品监控、市场分析、定价策略、评论分析、广告优化、流量分析、Listing 优化和蓝海机会挖掘。触发场景：(1) 用户询问 Amazon 选品/市场/竞品分析 (2) 用户输入 /product-research, /market-analysis…
Related
Works with
Categories
Questions about Xiyou Insight
What does Xiyou Insight do?
基于西柚洞察MCP的亚马逊竞品分析与广告策略工具。提供7大核心工作场景：实时监控广告投放效果、快速找到高性价比流量缺口、快速拆解对标竞对打法、提升新品推广效率、精准拆解竞品流量以及广告策略、透视竞品广告策略和预算、高效搭建关键词库。适用于亚马逊卖家进行竞品分析、广告优化和关键词研究。. Xiyou Insight is an agent skill from liangdabiao/amazon-sorftime-research-MCP-skill.
When should I use Xiyou Insight?
Xiyou Insight fits situations like: tasks that involve MCP servers.
How do I install Xiyou Insight in Claude Code?
Run `npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a claude-code`. Or copy the skill folder (SKILLS/skills/xiyou-insight in liangdabiao/amazon-sorftime-research-MCP-skill) into .claude/skills/xiyou-insight in your project. Claude Code loads it when a task matches its description.
How do I install Xiyou Insight in Codex?
Run `npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a codex`. Or copy the skill folder (SKILLS/skills/xiyou-insight in liangdabiao/amazon-sorftime-research-MCP-skill) into .agents/skills/xiyou-insight in your project. Codex loads it when a task matches its description.
Can I use Xiyou Insight in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --skill xiyou-insight -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xiyou-insight, .gemini/skills/xiyou-insight, .github/skills/xiyou-insight and .opencode/skills/xiyou-insight in your project.
What does Xiyou Insight need to run?
Going by SKILL.md and its folder, Xiyou Insight needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Xiyou Insight access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Xiyou Insight safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Xiyou Insight use?
No licence was found for Xiyou Insight or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Xiyou Insight use?
About 2.1k tokens (SKILL.md is roughly 8.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Xiyou Insight?
Skills that share tags, products or a category with Xiyou Insight: Google Maps (cablate/mcp-google-map, 469 stars), Reddit Insights (BrianRWagner/ai-marketing-claude-code-skills, 441 stars), Canonry (Canonry/canonry, 171 stars) and SEO API (seranking/seo-skills, 161 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Xiyou Insight?
liangdabiao (a GitHub user) maintains it in liangdabiao/amazon-sorftime-research-MCP-skill, which has 959 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 9, 2026.
Source: liangdabiao/amazon-sorftime-research-MCP-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.