alphaear-search

Original：🇺🇸 English

Translated

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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).

3installs

Sourcerkiding/awesome-finance-skills

Added on2026-02-13

NPX Install

npx skill4agent add rkiding/awesome-finance-skills alphaear-search

SKILL.md Content

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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

SearchTools

with

engine='local'

Search: Searches local
```
daily_news
```
database.

Dependencies

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