小红书(RedNote)内容工具。使用场景: - 搜索小红书笔记并获取详情 - 获取首页推荐列表 - 获取帖子详情(正文、图片、互动数据、评论) - 发表评论 / 回复评论 - 获取用户主页和笔记列表 - 点赞、收藏帖子 - 发布图文或视频笔记 - 热点话题跟踪与分析报告 - 帖子导出为长图 触发词示例: - "搜一下小红书上的XX" - "跟踪一下小红书上的XX热点" - "分析小红书上关于XX的讨论" - "小红书XX话题报告" - "生成XX的小红书舆情报告"
96
96%
Does it follow best practices?
Impact
94%
2.23xAverage score across 3 eval scenarios
Risky
Do not use without reviewing
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is an excellent skill description that comprehensively covers the 小红书 (RedNote) platform with specific capabilities, explicit use cases, and natural trigger phrases in Chinese. The structured format with separate sections for capabilities and trigger examples makes it very clear when Claude should select this skill. The description uses appropriate third-person voice and maintains strong distinctiveness through consistent platform-specific terminology.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions including searching notes, getting homepage recommendations, fetching post details (text, images, engagement data, comments), commenting/replying, getting user profiles, liking/bookmarking, publishing image/video notes, tracking hot topics, and exporting posts as images. | 3 / 3 |
Completeness | Clearly answers both 'what' (comprehensive list of capabilities under '使用场景') AND 'when' (explicit trigger examples under '触发词示例'). The structure explicitly separates use cases from trigger phrases, making selection criteria very clear. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms in Chinese that users would actually say, including '搜一下小红书上的XX', '跟踪一下小红书上的XX热点', '分析小红书上关于XX的讨论', '小红书XX话题报告', and '生成XX的小红书舆情报告'. These are natural conversational phrases. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with clear niche focus on 小红书/RedNote platform specifically. The platform name appears consistently throughout, and all capabilities and triggers are platform-specific, making it unlikely to conflict with other social media or content tools. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
92%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a high-quality skill document that efficiently covers a complex MCP tool integration. The core data flow diagram is particularly valuable for understanding the feed_id/xsec_token dependency pattern. The content is actionable with complete JSON examples and shell commands, though the document could benefit from splitting detailed API reference into a separate file.
Suggestions
Consider moving the detailed MCP tool parameters section to a separate REFERENCE.md file, keeping only the most common operations in the main skill file
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Content is lean and efficient, using tables and code blocks to convey information densely. No unnecessary explanations of concepts Claude would already know; every section serves a clear purpose. | 3 / 3 |
Actionability | Provides fully executable shell commands and complete JSON parameter examples for every MCP tool. Copy-paste ready with specific parameter values and clear usage patterns. | 3 / 3 |
Workflow Clarity | The core data flow diagram clearly shows the dependency chain (search → get feeds → get details). Prerequisites section has explicit validation steps (install-check, start-mcp, status). The feed_id/xsec_token requirement is prominently highlighted. | 3 / 3 |
Progressive Disclosure | Content is well-organized with clear sections, but everything is in a single file. The detailed MCP tool parameters section could be split into a separate reference file, and the script table could link to individual script documentation. | 2 / 3 |
Total | 11 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
8b6fca2
Table of Contents
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.