Verified Research Engine (Web + Academic + Confidence Score)

v1.0.1

Intelligent search for agents. Multi-source retrieval across web, scholar, Tavily, and Perplexity Sonar models.

MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Benign
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Benign
high confidence
Purpose & Capability
The name/description promise multi-source search (web, scholar, Tavily, Perplexity Sonar). The skill only requires curl, python3, and a single AISA_API_KEY — all of which are necessary and proportional for calling the external AIsa APIs described.
Instruction Scope
SKILL.md instructs the agent to call documented AIsa endpoints and to set AISA_API_KEY. The included Python client only issues HTTPS requests to api.aisa.one and does not read unrelated system files, other environment variables, or send data to unexpected endpoints.
Install Mechanism
There is no install spec (instruction-only) and the packaged code is a client script. No downloads or extract steps are performed, which minimizes on-disk installation risk.
Credentials
Only one credential (AISA_API_KEY) is required and it directly maps to the described external API usage. No additional secrets, config paths, or unrelated credentials are requested.
Persistence & Privilege
The skill is not always-enabled (always:false) and does not request elevated persistent system presence. Autonomous invocation is allowed (platform default) but is not combined with other concerning privileges.
Assessment
This skill is a straightforward client for the AIsa search API. Before installing, confirm you trust the AIsa service (api.aisa.one), and only provide an API key with appropriate scope/limits. Be aware the agent will make outbound HTTPS requests using your AISA_API_KEY (which could incur usage/costs and transmit query text). If you need stricter control, create a scoped API key or monitor API usage and logs. You can also review the included scripts (search_client.py) yourself — they are small and only call the documented endpoints. If you want to be extra cautious, run the client in a restricted environment or with a key limited to read-only/search-only permissions.

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

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.

Runtime requirements

🔎 Clawdis
Binscurl, python3
EnvAISA_API_KEY
Primary envAISA_API_KEY

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