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Multi Source Search
by
baofeng-tech
· GitHub ↗
· v1.0.1
· MIT-0
106
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0
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Active Installs
2
Versions
Install in OpenClaw
/install multi-source-search
Description
Confidence-scored multi-source retrieval across web, scholar, Tavily, and Perplexity-backed research. Use when: the user needs cross-source verification, con...
Usage Guidance
This skill legitimately needs and uses a single AISA_API_KEY to call api.aisa.one (which proxies web, scholar, Tavily, and Perplexity flows). Before installing: (1) Only provide an API key you trust the aisa.one service with — do not use highly privileged or long-lived keys if you can avoid it. (2) Avoid sending sensitive or private data to the skill because queries are sent to the external API. (3) Review the bundled scripts (scripts/search_client.py) if you want extra assurance — it only builds HTTP requests to aisa.one and reads AISA_API_KEY from the env. (4) Run the skill in a least-privileged environment or with a scoped key and monitor usage on your aisa.one account.
Capability Analysis
Type: OpenClaw Skill
Name: multi-source-search
Version: 1.0.1
The skill is a legitimate API wrapper for the AIsa search service (aisa.one), providing multi-source retrieval from web, scholar, Tavily, and Perplexity endpoints. The primary logic in `scripts/search_client.py` uses standard Python libraries (urllib) to perform authenticated requests and includes a parallelized 'verity' search feature with basic confidence scoring. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match the actual behavior: the SKILL.md and included Python client only call AIsa endpoints (web, scholar, Tavily, Perplexity/Sonar) and require AISA_API_KEY and python3 — which are appropriate for a multi-source search client.
Instruction Scope
Runtime instructions and examples are focused on calling api.aisa.one endpoints and exporting AISA_API_KEY. The SKILL.md does not instruct the agent to read unrelated files, other environment variables, or send data to unexpected endpoints. The included client reads only AISA_API_KEY from the environment.
Install Mechanism
No install script or remote download is specified; the package is instruction-only with a bundled Python script. Running it requires python3 but there are no installers or network downloads performed by the skill itself during install.
Credentials
Only one credential is requested (AISA_API_KEY) and it is directly justified by the skill's need to call the AIsa API. No unrelated secrets or config paths are requested.
Persistence & Privilege
The skill does not request always: true, does not modify other skill configs, and contains no installation actions that would grant persistent system privileges. Autonomous invocation is allowed (default) but is standard and not combined with other concerning flags.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install multi-source-search - After installation, invoke the skill by name or use
/multi-source-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
**Expanded multi-source search and updated cross-provider API integrations for research and consensus verification.**
- Added support for Tavily and Perplexity Sonar research APIs in documentation and usage guides.
- SKILL.md now details each provider's endpoints, typical use cases, and shows updated sample requests.
- Expanded compatibility notes and recommendations for choosing this skill versus provider-specific alternatives.
- Clarified usage guardrails and added guideposts for when not to use this skill.
- README and CLI quickstart examples updated to match new APIs and endpoint structure.
- Deprecated and removed references to legacy `/search/full` and `/search/smart` endpoints in favor of Perplexity Sonar APIs.
v1.0.0
Initial release of Multi-Source Search skill
- Enables parallel, multi-source retrieval with confidence scoring and cross-source consensus checks.
- Produces synthesis-ready research briefs comparing results across different search surfaces.
- Requires an AISA_API_KEY for API access.
- Provides CLI scripts for rapid queries (`python3 scripts/search_client.py`).
- Includes guardrails for transparent reporting when data is incomplete or ambiguous.
Metadata
Frequently Asked Questions
What is Multi Source Search?
Confidence-scored multi-source retrieval across web, scholar, Tavily, and Perplexity-backed research. Use when: the user needs cross-source verification, con... It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install Multi Source Search?
Run "/install multi-source-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Multi Source Search free?
Yes, Multi Source Search is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Multi Source Search support?
Multi Source Search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Multi Source Search?
It is built and maintained by baofeng-tech (@baofeng-tech); the current version is v1.0.1.
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