ClawHub

aisa-multi-search-engine

v1.0.0

Run web search, scholar search, Tavily search and extract, smart search, and Perplexity-style deep research through one AISA skill. Use when: the user needs...

⭐ 0· 65·0 current·0 all-time
by@bibaofeng

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for bibaofeng/aisa-multi-search-engine.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "aisa-multi-search-engine" (bibaofeng/aisa-multi-search-engine) from ClawHub.
Skill page: https://clawhub.ai/bibaofeng/aisa-multi-search-engine
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Required env vars: AISA_API_KEY
Required binaries: python3
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install aisa-multi-search-engine

ClawHub CLI

Package manager switcher

npx clawhub@latest install aisa-multi-search-engine
Security Scan
Capability signals
Requires sensitive credentials
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
VirusTotalVirusTotal
Benign
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OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
The skill advertises multi-source search and provides a Python CLI that posts requests to aisa.one endpoints. Requiring python3 and a single AISA_API_KEY is appropriate for this purpose. Note: _meta.json claims a GitHub source (https://github.com/0xjordansg-yolo/aisa-multi-search-engine) while the skill metadata shown 'Source: unknown' and no homepage is listed — a minor provenance inconsistency to verify but not a functional mismatch.
ℹ
Instruction Scope
SKILL.md instructs running the bundled Python client (python3 scripts/search_client.py) and only requires AISA_API_KEY. The runtime behavior is scoped to sending search queries and URL lists to the AIsa API. Important privacy note: the 'extract' and multi-source synthesis modes will send the contents of provided URLs and aggregated results to AIsa endpoints (/tavily/extract, /scholar/explain, etc.), which may leak proprietary or sensitive content if you supply it. The instructions do not request other environment variables or local credential access.
✓
Install Mechanism
No install spec is provided (instruction-only skill) and the only shipped code is a Python script included in the package. This is low-risk relative to installers that download and execute arbitrary archives. The skill will execute local Python code, so ensure you trust the included script before running.
✓
Credentials
Only a single environment variable (AISA_API_KEY) is required and it is the primary credential needed to call the external AIsa API. This is proportionate to the skill's stated functionality. Treat the API key as sensitive.
✓
Persistence & Privilege
always: false and the skill is user-invocable. It does not request system-wide config paths or claim to modify other skills. Autonomous invocation is permitted by default but not combined with elevated privileges.
Assessment
This package appears to do what it says: a local Python client that sends queries and URL lists to the AIsa API. Before installing/use: (1) Verify the package source (the _meta.json points to a GitHub repo — review that repo to confirm authorship and integrity). (2) Only provide a trusted AISA_API_KEY; monitor key usage and consider using a key with restricted scope/quotas. (3) Do not pass private documents, internal URLs, credentials, or other sensitive content to the extract or synthesis modes — those are transmitted to a third-party API. (4) Inspect scripts/search_client.py yourself if you are concerned about network calls or unexpected behavior. (5) Check AIsa's privacy/security policies to understand how submitted content is stored or used.

Like a lobster shell, security has layers — review code before you run it.

Runtime requirements

Binspython3
EnvAISA_API_KEY
Primary envAISA_API_KEY
latestvk97adjxpr6c93vb4srkz4emhyx8514wh
65downloads
0stars
1versions
Updated 1w ago
v1.0.0
MIT-0
@bibaofeng
latest
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AISA Multi Search Engine

When to Use

  • Run web search, scholar search, Tavily search and extract, smart search, and Perplexity-style deep research through one AISA skill. Use when: the user needs broad web research, academic search, URL extraction, or multi-source evidence gathering.

When NOT to Use

  • Do not use this skill for browser-cookie extraction, passwords, Keychain access, or other local sensitive credential access.
  • Prefer a different skill when the user request is outside this skill's domain.

Capabilities

  • Bundle seven search modes behind one AISA API key and one Python client.
  • Cover structured web search, academic search, smart hybrid search, Tavily search and extract, Perplexity deep research, and multi-source synthesis.
  • Fit research, due diligence, market scanning, and evidence collection workflows.

Quick Start

export AISA_API_KEY="your-key"

Primary Runtime

Use the bundled Python client as the canonical ClawHub runtime path:

python3 scripts/search_client.py

Example Queries

  • Use multi-source research to compare agent frameworks released in 2026.
  • Search academic papers about multimodal reasoning from 2024 onward.
  • Extract the main content from a list of URLs and summarize the overlaps.

Notes

  • The shipped Python client is the primary runtime path for ClawHub.

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