Atlas / Skills / rkiding / Alphaear Search

Alphaear SearchSAFE

skills/rkiding/alphaear-search

A collection of Awesome Finance Agent Skills for free and easy to start | 一系列开源免费的金融分析Agent Skills

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
Apache-2.0
Stars
3,085
01

Overview

A collection of Awesome Finance Agent Skills for free and easy to start | 一系列开源免费的金融分析Agent Skills

Read from source at commit 3776b9e63e03OBSERVED · 2026-10-26
Advertisement
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
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).
---

# 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)
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (2 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWInsecure crypto · crypto.weak_hash · CWE-327, CWE-338
scripts/search_tools.py:178
return hashlib.md5(f"{engine}:{query}:{max_results}".encode()).hexdigest()

Gates applied: no_behavioural_pass.

Audited 2026-10-26 · audit v0.4.1 · source sha 3776b9e63e03full audit observations/trust-audit/skill/rkiding__alphaear-search.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-263776b9e63e03SAFEB89first audit
05

Questions

What does the alphaear-search — rkiding/awesome-finance-skills skill do?

A collection of Awesome Finance Agent Skills for free and easy to start | 一系列开源免费的金融分析Agent Skills

Is alphaear-search — rkiding/awesome-finance-skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can alphaear-search — rkiding/awesome-finance-skills access on my machine?

The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.

How current is this page?

The grade is for one exact copy of the source (3776b9e63e03), read on 2026-10-26. The repository is watched, and a new audit runs when it changes — this is the first audit.

Add this badge to your README

Shows this page's audit result and links back to it. It updates when the audit does.

ModelsAtlas audit badge

Markdown
[![ModelsAtlas audit: Alphaear Search](https://modelsatlas.com/skills/rkiding/alphaear-search/badge.svg)](https://modelsatlas.com/skills/rkiding/alphaear-search/)

Not your listing, or something out of date? Claim or update your listing.

Advertisement