AlphaEar Search Skill

SkillSearch

Lets your agent search the web and local finance documents for financial information.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the AlphaEar Search Skill skill

About this capability

Perform finance web searches and local context searches. Use when the user needs general finance info from the web (Jina/DDG/Baidu) or needs to retrieve finance information from a local document store (RAG).

What this skill tells your AI

The instructions your AI receives, as published by rkiding/awesome-finance-skills in skills/alphaear-search/SKILL.md and read by ahel’s review.

Overview

Unified search capabilities: web search (Jina/DDG/Baidu) and local RAG search.

Capabilities

1. Web Search

Use scripts/search_tools.py via SearchTools.

  • Search: search(query, engine, max_results)
    • Engines: jina, ddg, baidu, local.
    • Returns: JSON string (summary) or List[Dict] (via search_list).
  • Smart Cache (Agentic): If you want to avoid redundant searches, use the Search Cache Relevance Prompt in references/PROMPTS.md. Read the cache first and decide if it's usable.
  • Aggregate: aggregate_search(query)
    • Combines results from multiple engines.

2. Local RAG

Use scripts/hybrid_search.py or SearchTools with engine='local'.

  • Search: Searches local daily_news database.

Dependencies

  • duckduckgo-search, requests
  • scripts/database_manager.py (search cache & local news)

Signals

GitHub stars
3k
Forks
388
Last commit
Mar 2026
Advanced
Catalog kind
skill
Gateway key
alphaear-search
Source
github.com/rkiding/awesome-finance-skills