rkiding/awesome-finance-skills/alphaear-search

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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).

Install

npx vskill@latest install rkiding/awesome-finance-skills/alphaear-search

SKILL.md

AlphaEar Search Skill

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)

Security

  • Security scanPassed, 0 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

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

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Source

Popularity

Repository stars
2,155
Repository forks
302
7-day trend score
38

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 29 Mar 2026, 7 months ago.

Works with

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