ai-web-research

ai-web-research Web Research Assistant

Overview

The Web Research Assistant is used to answer "Is online information trustworthy?", research analysis, source verification, and evidence summaries. It is suitable for marketing, operations, software, and education and training to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as research questions or material excerpts, pasted issues to verify, candidate sources, web excerpts, literature leads, or comparative viewpoints, organizes key context, and outputs research summaries, comparative insights, and decision recommendations for continued execution, review, or delivery.

When to Use

Applicable Scenarios

Users raise questions such as "Is online information trustworthy?" and need to quickly break down goals, determine priorities, and form actionable results
Marketing, operations, software, and education and training need to generate research summaries, comparative insights, and decision recommendations around the Web Research Assistant
Users have already prepared research goals (explain the question to be answered, comparison dimensions, judgment criteria, or delivery purpose for this task.), research audience (explain the readers, roles, markets, courses, or usage scenarios that the research conclusions should serve.), public web links (fill in publicly accessible web pages, reports, or material links; for restricted content, please upload files or paste excerpts instead.), and hope to organize them into actionable analysis or optimization results
Users need to turn materials related to the Web Research Assistant into clear conclusions, priorities, and next steps

How to Invoke

Directly call the AI Skills API through the exported Python runner:

Command Examples

Basic Call

python3 scripts/run.py --params '{}'

Call with Common Parameters

python3 scripts/run.py --params '{"goal":"研究目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
`goal`	string	No	-	Explain the question to be answered, comparison dimensions, judgment criteria, or delivery purpose for this task
`audience`	string	No	-	Explain the readers, roles, markets, courses, or usage scenarios that the research conclusions should serve
`materialUrl`	string	No	-	Fill in publicly accessible web pages, reports, or material links; for restricted content, please upload files or paste excerpts instead; a complete accessible URL must be provided
`materialFile`	string	No	-	Upload research materials, web excerpts, literature notes, tables, or reports. Suitable when the materials are long or the original text needs to be preserved
`materialText`	string	No	-	Paste the questions to verify, candidate sources, web excerpts, literature leads, or comparative viewpoints
`brandRequirements`	string	No	-	Supplement the source scope, time range, credibility requirements, prohibited sources, conclusion risks, or key points for manual review

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill currently has no categorical parameters that require additional table lookup.

Supported Input Formats

This skill directly accepts JSON parameters; if a parameter contains a link field, please provide a complete, accessible URL.

Example Request

The example parameters below can be passed directly to scripts/run.py, the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"研究目标"}'

Equivalent --params JSON：

{
  "goal": "研究目标"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

Research summary, comparative insights, decision recommendations: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
Interpretation of input materials: combine the research objective (explain the questions to be answered, comparison dimensions, judgment criteria, or delivery purpose for this task.), research audience (explain the readers, roles, markets, courses, or usage scenarios the research conclusions are meant to serve.), public web links (fill in publicly accessible web pages, reports, or material links; for restricted content, upload files or paste excerpts instead.) to extract key context and basis for judgment.
Next steps: provide priorities, execution recommendations, or a content framework that can be further processed.

Suggestions for using the results

First determine whether the output answers the user's core question about the "Web Research Assistant".
Then check whether the results cover the research summary, comparative insights, and decision recommendations, and whether clear next steps are provided.
If there is little input material, it is recommended to have the user supplement the goals, audience, constraints, or source materials before running.

Preparation before running

AISKILLS_BASE_URL: default https://ai-skills.ai
AISKILLS_API_KEY: required, used for authenticated calls
AISKILLS_TENANT_ID: default default