tsaol/awesome-claude/aggregated-search

Claude Code and agent skill by tsaol/awesome-claude

Trust tier 2
  • community
LLM review pending
Source check pending

Checking that the SKILL.md file is still in the repository.

Install

npx vskill@latest install tsaol/awesome-claude/aggregated-search

SKILL.md

Aggregated Search Skill

Multi-source content aggregation for hot topics research. Supports 15+ data sources.

Usage

/aggregated-search <keyword> [options]

Options:

  • --sources=all - Search all sources (default)
  • --sources=github,hn,reddit - Specific sources
  • --limit=50 - Max results per source (default: 50)
  • --days=7 - Content age limit in days (default: 7)
  • --lang=en - Language: en, zh, all (default: all)
  • --expand - Enable query expansion (auto-generate related terms)

Examples:

/aggregated-search "agentic AI"
/aggregated-search "LLM agents" --sources=github,hn,arxiv
/aggregated-search "大模型" --sources=chinese --lang=zh
/aggregated-search "RAG" --limit=100 --days=30

Supported Sources (15+)

Code & Projects
SourceFileAPIFree
GitHubgithub.mdgh api✅
Papers With Codepapers-with-code.mdREST✅
Tech Communities
SourceFileAPIFree
Hacker Newshackernews.mdAlgolia✅
Redditreddit.mdJSON✅
DEV.todevto.mdREST✅
Product Huntproducthunt.mdGraphQL✅
Academic
SourceFileAPIFree
ArXivarxiv.mdXML✅
Semantic Scholarsemantic-scholar.mdREST✅
Papers With Codepapers-with-code.mdREST✅
News & Media
SourceFileAPIFree
Tech News (Multi)tech-news.mdWebFetch✅
Mediummedium.mdWebFetch✅
Chinese Sources (中文源)
SourceFileAPIFree
36氪/少数派/掘金/知乎/机器之心chinese-tech.mdMixed✅
Social Media
SourceFileAPIFree
Twitter/Xtwitter.mdNitter✅
YouTubeyoutube.mdWebFetch✅
Meta Search (Recommended)
SourceFileAPIFree
Tavilytavily.mdREST1000/mo

Source Groups

Use these shortcuts for common combinations:

GroupSources
--sources=codegithub, papers-with-code
--sources=communityhn, reddit, devto
--sources=academicarxiv, semantic-scholar, papers-with-code
--sources=newstavily, tech-news, medium
--sources=chinese36kr, sspai, juejin, zhihu, jiqizhixin
--sources=socialtwitter, youtube, producthunt
--sources=allAll sources

Workflow

Step 0: Query Expansion (if --expand)

If --expand is enabled, generate related terms before searching:

Original: "agentic commerce"
    ↓
Expanded (max 5):
  - agentic commerce (original)
  - AI shopping agent
  - conversational commerce
  - e-commerce AI assistant
  - 智能购物

Use the prompt in sources/query-expansion.md to generate max 4 related terms (5 total).

Step 1: Parse Input

Extract keyword, sources, limit, days, language from user input.

Step 2: Parallel Search

CRITICAL: Search all sources in parallel using multiple tool calls in a single message.

For each source:

  1. Read source instruction from sources/{source}.md
  2. Execute API call or WebFetch
  3. Parse results
Step 3: Aggregate & Deduplicate
  1. Merge all results
  2. Deduplicate by URL and title similarity (>80% = duplicate)
  3. Sort by: relevance score, date, engagement
  4. Tag with source name
Step 4: Output

Generate raw/aggregated.md:

markdown
# Aggregated Search: {keyword}
 
**Sources:** {count} sources searched
**Results:** {total} unique items
**Generated:** {timestamp}
 
---
 
## Summary (via Tavily AI)
> AI-generated summary of the topic...
 
## GitHub ({count})
| # | Repository | Stars | Description |
|---|------------|-------|-------------|
 
## Hacker News ({count})
| # | Title | Points | Comments |
|---|-------|--------|----------|
 
## Academic Papers ({count})
| # | Title | Year | Citations |
|---|-------|------|-----------|
 
## News & Blogs ({count})
| # | Title | Source | Date |
|---|-------|--------|------|
 
## Chinese Sources ({count})
| # | 标题 | 来源 | 日期 |
|---|------|------|------|
 
---
 
## Statistics
-Total sources: {sources_count}
-Total results: {total_count}
-Unique results: {unique_count}
-Date range: {earliest} to {latest}

Environment Variables

bash
# Required for full functionality
export TAVILY_API_KEY="your-key"        # Tavily search
 
# Optional
export YOUTUBE_API_KEY="your-key"       # YouTube API
export TWITTER_BEARER_TOKEN="your-key"  # Twitter API (paid)
export PRODUCTHUNT_TOKEN="your-key"     # Product Hunt API

Integration

Works with ai-writing hottrend pipeline:

/aggregated-search "topic"
        ↓
  raw/aggregated.md
        ↓
  hottrend-draft agent
        ↓
  output/v1_draft.md

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

See evaluation results

Source

Popularity

Repository stars
62
Repository forks
4
7-day trend score
21

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
Embed badge
vskill VERIFIED badge
[![vskill VERIFIED](https://verified-skill.com/api/v1/skills/tsaol/awesome-claude/aggregated-search/badge)](https://verified-skill.com/skills/tsaol/awesome-claude/aggregated-search)

Something wrong with this skill or its page? Tell us.