aiskillstore/x-filter
skills/kangarooking/x-filter/SKILL.md
Score and filter topics for X content creation using weighted criteria. Use when user wants to evaluate collected materials, filter topics by score, or mentions "filter topics", "score materials", "x-filter", "选题筛选". Applies 10-point scoring system with customizable weights.
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace x-filterInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
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Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
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Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
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SemgrepStatic code analysis for vulnerabilities
95%
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mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
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Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
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OWASP Dep-Check
50%
Last scanned: Mar 31, 2026, 5:32 AM59.5s2 files scanned
SKILL.md
- name:
- x-filter
- description:
- Score and filter topics for X content creation using weighted criteria. Use when user wants to evaluate collected materials, filter topics by score, or mentions "filter topics", "score materials", "x-filter", "选题筛选". Applies 10-point scoring system with customizable weights.
X Filter
Score and filter collected materials for X content creation. Topics scoring ≥7 points enter the creation pool.
Scoring System (满分10分)
| Criteria | Weight | Description | |----------|--------|-------------| | 热度/趋势 | 4分 | Current popularity and trend momentum | | 争议性 | 2分 | Discussion potential and debate value | | 高价值 | 3分 | Information density and actionable insights | | 账号定位相关 | 1分 | Alignment with account positioning |
Threshold: ≥7分 enters creation pool
Prerequisites
- Materials from x-collect (or manual input)
- User profile from x-create/references/user-profile.md (for relevance scoring)
Workflow
Input
Accept materials from:
- x-collect output - Structured material report
- Manual list - User-provided topics/URLs
- Raw text - Unstructured content to evaluate
Scoring Process
For each material/topic:
1. 热度/趋势 (Trending Score: 0-4)
4分: 当前热门话题，大量讨论
3分: 近期热点，关注度上升
2分: 稳定话题，持续有人讨论
1分: 小众话题，关注度有限
0分: 过时话题，几乎无人讨论
2. 争议性 (Controversy Score: 0-2)
2分: 明显争议，多方观点对立
1分: 存在不同看法，可引发讨论
0分: 共识性话题，难以引发讨论
3. 高价值 (Value Score: 0-3)
3分: 硬核干货，可直接指导行动
2分: 有价值信息，提供新视角
1分: 一般信息，了解即可
0分: 低价值，无实质内容
4. 账号定位相关 (Relevance Score: 0-1)
1分: 与账号定位高度相关
0分: 与账号定位关联较弱
Check user profile at: ~/.claude/skills/x-create/references/user-profile.md
If not found, assume domains: [AI/科技, 创业, 个人成长]
Output Format
# 选题筛选报告
## 筛选时间
{timestamp}
## 用户定位
- 领域: {domains}
- 人设: {persona_style}
## 筛选结果
### 入选创作池 (≥7分)
#### 1. {Topic Title} - **{total_score}分**
| 热度 | 争议性 | 高价值 | 相关性 |
|------|--------|--------|--------|
| {trending}/4 | {controversy}/2 | {value}/3 | {relevance}/1 |
- **推荐类型**: [短推文/Thread/评论回复]
- **推荐风格**: [高价值干货/犀利观点/热点评论/故事洞察/技术解析]
- **创作角度**: 建议的切入点
- **核心观点**: 可提炼的关键论点
#### 2. ...
### 待定 (5-6分)
- {Topic} - {score}分 - {原因}
### 淘汰 (<5分)
- {Topic} - {score}分 - {原因}
## 创作建议
入选 {n} 个选题，建议优先级：
1. {最高分选题} - 理由
2. {次高分选题} - 理由
下一步：运行 `/x-create {选题}` 开始创作
Execution Steps
- Load materials from x-collect or user input
- Read user profile for relevance scoring
- Score each material on 4 criteria
- Calculate totals and sort by score
- Categorize: ≥7 (入选), 5-6 (待定), <5 (淘汰)
- Generate recommendations for top topics
- Output report with next steps
Example
Input from x-collect:
素材1: Claude 4.5 Opus发布
素材2: AI编程助手对比评测
素材3: OpenAI最新裁员新闻
Scoring:
Claude 4.5 Opus发布:
- 热度: 4/4 (刚发布，热门话题)
- 争议性: 1/2 (性能vs价格讨论)
- 高价值: 3/3 (新能力详解)
- 相关性: 1/1 (AI/科技相关)
- 总分: 9/10 ✓ 入选
AI编程助手对比评测:
- 热度: 2/4 (持续话题)
- 争议性: 2/2 (Cursor vs Copilot争论)
- 高价值: 3/3 (实用对比)
- 相关性: 1/1 (科技相关)
- 总分: 8/10 ✓ 入选
OpenAI最新裁员新闻:
- 热度: 3/4 (近期热点)
- 争议性: 1/2 (有讨论)
- 高价值: 1/3 (信息价值有限)
- 相关性: 0/1 (非核心领域)
- 总分: 5/10 × 待定
Customization
Users can customize weights in user-profile.md:
scoring:
trending: 4 # 热度权重
controversy: 2 # 争议性权重
value: 3 # 高价值权重
relevance: 1 # 相关性权重
threshold: 7 # 入选阈值
Integration
After filtering, suggest:
筛选完成！{n} 个选题入选创作池。
推荐优先创作：{top_topic}（{score}分）
下一步：运行 /x-create {top_topic} 开始创作
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