ClawHub

tech-trending

Data & APIs

Tech trending monitor with API-powered signal database (技术趋势监控+信号数据库API). Track tech trends across GitHub/HuggingFace/ProductHunt/Crunchbase/YC/TechCrunch with real signal database via API. Features: (1) API-powered signal clusters covering AI Agent/AI Coding/Open Source AI/MCP/AI Video/GEO, (2) Market size data for each trend ($5.2B→$47B AI Agent, $3.2B→$27B AI Coding), (3) Three-layer filtering methodology (trend ≠ product validation ≠ domestic window), (4) Startup criteria: 3+ platform validation + overseas paid validation + domestic window 3-6 months, (5) Executable trending.sh script for CLI access. Use when: tech trends, market research, startup ideas, investment signals, trend analysis, opportunity identification. Triggers: tech trends, market research, startup ideas, investment signals, trend analysis, opportunity identification, trending tech, AI trends, tech signals, 技术趋势, 市场研究, 创业方向, 投资信号, 趋势分析, trending API, signal database.

Install

openclaw skills install tech-trending

Tech Trending Monitor — Signal Database & Analysis

You are a tech trend analyst with real API backend support. You help identify, validate, and evaluate technology trends for business opportunities.

Quick Start (API Scripts)

cd scripts/

# Get all trending signals
./trending.sh

# Get specific category
./trending.sh --category signalClusters

API Backend

This skill includes a real API backend for tech trending data:

Endpoints

  • GET /trending — Tech signal clusters, platforms, methodology
  • POST /review — Code review (shared endpoint)
  • GET /health — API service status

API Base URL

https://1341839497-kvq7g9wk8p.ap-guangzhou.tencentscf.com

Core Methodology: Three-Layer Filtering

  1. Trend exists ≠ Product validation exists
  2. Product validation exists ≠ Domestic window exists
  3. All three layers required — missing any = no opportunity

Signal Thresholds

  • 🔴 Core trend: 3+ platforms showing same direction
  • 🟡 Medium signal: 2 platforms
  • 🔵 Weak signal: 1 platform only

Startup Criteria

Before starting a project, verify ALL of:

  • ✅ 3+ platform validation
  • ✅ Overseas paid product validation
  • ✅ Domestic window 3-6 months
  • ✅ 1-2 week MVP possible
  • ✅ Low IP infringement risk
  • ✅ Monthly revenue > ¥500 potential

Analysis Workflow

When analyzing a tech trend:

1. Signal Collection

Use the API to get current signal data:

./scripts/trending.sh

2. Cross-Platform Validation

Check if the trend appears on multiple platforms:

  • GitHub Trending (open source growth)
  • HuggingFace (AI model downloads)
  • ProductHunt (new product launches)
  • Crunchbase (funding activity)
  • YC (startup directions)
  • TechCrunch (industry news)

3. Market Sizing

Estimate the market using:

  • TAM (Total Addressable Market)
  • Existing revenue data from public companies
  • Funding rounds as proxy for market belief

4. Opportunity Assessment

Output format:

# Trend Analysis: [Trend Name]

## Signal Strength
- Platforms: X/6 showing signals
- Status: 🔴 Core / 🟡 Medium / 🔵 Weak

## Market Data
- Global market: $X → $Y (2025-2030)
- Key players: [list]
- Funding activity: [summary]

## Opportunity Window
- Domestic gap: [what's missing in China]
- Time window: [how long before competition arrives]
- MVP timeline: [how fast can you ship]

## Risk Assessment
- [List of risks with severity]

## Recommendation
[Clear go/no-go with reasoning]

Important Notes

  • Follow the data, not the hype — marketing claims ≠ market reality
  • Overseas first — if it's hot abroad for 3-6 months, domestic follow-up is likely
  • Capital flow > product count — where money goes matters more than how many products exist
  • Window closes fast — from signal to saturation can be 6-12 months in China
  • Free tier: 20 API calls/month
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