Trend Radar

Tech/market trend weekly auto-report

Security Scan

The skill's requirements and instructions are consistent with a reporting/monitoring utility: it uses web search, writes report files and events to the agent workspace, and has no external installs or credentials requested.

Purpose & Capability

The name/description (weekly trend reports) align with the instructions: run web searches on keyword lists, detect changes, score importance, and write reports and event JSON. No unrelated credentials, binaries, or installs are requested.

Instruction Scope

Instructions ask the agent to perform web_search queries and write outputs to memory/research/trend-YYYY-WXX.md, workspace/trend-radar-keywords.json, and events/*.json. This is expected for a reporting skill, but it does mean the agent will store scraped web content and generated metadata in the agent workspace/event bus — reviewers should be aware of what will be persisted.

Install Mechanism

No install spec and no code files present (instruction-only). This minimizes filesystem/installation risk.

Credentials

The skill requests no environment variables or credentials, which is proportionate to its described functionality.

Persistence & Privilege

always:false (default) and autonomous invocation is allowed (platform default). The skill will write reports and event files to the agent workspace/event bus, which is expected behavior but is persistent data — consider permissions and retention policies for those paths.

Assessment

This skill appears coherent and low-risk: it runs web searches, computes change scores, and writes weekly report files and event JSON into the agent workspace. Before installing, decide whether you are comfortable with the agent: (1) performing uncredentialed web searches and fetching external content, (2) persisting scraped content and reports in memory/research, workspace, and events paths, and (3) optionally being scheduled via cron to run automatically. No credentials or external installers are required. If you want tighter control, restrict write permissions on the workspace/event paths, review generated files regularly, and only enable cron scheduling if you trust the automated runs.

Skill that automatically monitors tech and market trends and generates weekly reports.

Features

• Web search based on keyword list (utilizing web_search)
• Categories: AI, SaaS, Korean startups, OpenClaw ecosystem
• Weekly change detection + importance score (1-10)
• Result: memory/research/trend-YYYY-WXX.md
• Cron integration: Auto-execute every Monday 09:00

Usage

Trigger keywords:

• "trends"
• "trend radar"
• "this week's trends"
• "market trends"

Example:

Write this week's AI trend report

Monitoring Keywords

AI/ML

• Claude, GPT-5, Gemini, Llama
• AI agents, RAG, multimodal AI
• AI startup funding
• AI regulation (EU AI Act, Korea)

SaaS/Productivity

• Notion AI, Linear, Slack AI
• Low-code/No-code platforms
• Developer tools (GitHub Copilot, Cursor)

Korean Startups

• Toss, Karrot, Musinsa
• New investment news (50B+ KRW)
• Government support policies

OpenClaw Ecosystem

• Anthropic announcements
• Claude API updates
• Community showcase

Report Format

# Trend Radar YYYY-WXX

**Report Period**: YYYY-MM-DD ~ YYYY-MM-DD  
**Generated**: YYYY-MM-DD  
**Categories**: AI, SaaS, Korean Startups, OpenClaw

---

## 🔥 Top 3 Highlights

1. **[Title]** (Importance: ⭐⭐⭐⭐⭐ 9/10)
   - Summary: ...
   - Source: [Link]
   - Why important: ...

2. **[Title]** (Importance: ⭐⭐⭐⭐ 8/10)
   - ...

3. **[Title]** (Importance: ⭐⭐⭐⭐ 7/10)
   - ...

---

## 📊 Trends by Category

### AI/ML
- **Claude 3.5 Sonnet Update**: ...
- **OpenAI GPT-5 Rumors**: ...
- **Korea AI Regulation Bill Passed**: ...

**Change Detection**:
- ⬆️ AI agent search volume +35% (vs last week)
- ⬇️ NFT/Web3 mentions -20%

### SaaS/Productivity
- **Notion Q4 Earnings**: ...
- **Linear New Features**: ...

### Korean Startups
- **Toss Bank IPO News**: ...
- **MUFI Photobooth University Festival Expansion**: (add if directly relevant)

### OpenClaw Ecosystem
- **Anthropic Claude 4 Announcement**: ...
- **Community Showcase**: ...

---

## 📈 Weekly Stats

| Category | New Articles | Critical Issues | vs Last Week |
|----------|--------------|-----------------|--------------|
| AI/ML | 47 | 12 | +5% |
| SaaS | 23 | 3 | -2% |
| Korean Startups | 18 | 5 | +12% |
| OpenClaw | 8 | 2 | +1% |

---

## 💡 Insights

- **AI Agent Ecosystem Rapid Growth**: ...
- **Korea Government AI Regulation Strengthening**: ...
- **Developer Tools Market Reorganization**: ...

---

## 🔮 Keywords to Watch Next Week

- [ ] GPT-5 official announcement
- [ ] Toss IPO schedule
- [ ] Claude API price reduction possibility

---

**Generated by**: trend-radar v1.0 | 무펭이 🐧

Importance Score Criteria

Score	Criteria
9-10	Industry-wide impact / Immediate action needed
7-8	Major player trends / Attention needed
5-6	Interesting finding / Reference
1-4	Minor impact / Optional

Cron Setup Example

# Every Monday 09:00
0 9 * * 1 openclaw run trend-radar

Event Bus Integration

Publish event when report generated:

• Path: events/trend-update-YYYY-MM-DD.json
• Format:

{
  "type": "trend-report-generated",
  "timestamp": "2026-02-14T09:00:00Z",
  "week": "2026-W07",
  "highlights": [
    {
      "title": "...",
      "score": 9,
      "category": "AI/ML"
    }
  ],
  "totalArticles": 96,
  "criticalIssues": 3
}

Customization

Edit keyword list: workspace/trend-radar-keywords.json

{
  "AI": ["Claude", "GPT-5", "Gemini"],
  "SaaS": ["Notion", "Linear"],
  "custom": ["MUFI Photobooth", "Kmong"]
}

---

trend-radar | 무펭이 🐧