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alphaear-search

Perform finance web searches and local context searches.

Skill by RKiding

IndexedApache-2.0★ 3,084
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/rkiding-alphaear-search

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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).

Use cases: documents, ml, finance

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 5

  • api.z.ai · found in code
  • codeload.github.com · found in install command
  • dashscope.aliyuncs.com · found in code
  • r.jina.ai · found in code
  • s.jina.ai · found in code

Files it touches

  • ~/.claude/skills/alphaear-search

What's inside

Skill name
alphaear-search
Description
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).
License
Apache-2.0
Instructions
32 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (13)

  • SKILL.md
  • PROMPTS.md · references/
  • __init__.py · scripts/
  • content_extractor.py · scripts/
  • database_manager.py · scripts/
  • hybrid_search.py · scripts/
  • __init__.py · scripts/llm/
  • capability.py · scripts/llm/
  • factory.py · scripts/llm/
  • router.py · scripts/llm/
  • search_tools.py · scripts/
  • sentiment_tools.py · scripts/
  • test_search.py · tests/

SKILL.md (first lines)

# 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)

From RKiding/Awesome-finance-skills, Apache-2.0.

More from RKiding/Awesome-finance-skills

Signals

Stars
3,084
Forks
383
Open issues
0
Last commit (this folder)
Feb 3, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
Repository
github.com/RKiding/Awesome-finance-skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from RKiding

Cite this page

alphaear-search skill. Agent Mart. https://agentmart.dev/skills/rkiding-alphaear-search (last updated 2026-10-24)