ai-account-research

ai-account-research Customer Research Assistant

Quick Start

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Overview

The customer research assistant is used to answer "How should we approach this customer?", research analysis, source verification, and evidence summaries. It is suitable for marketing, operations, software, and education and training to use after clarifying business goals, content materials, or analysis targets. It will combine inputs such as research questions or material excerpts, pasted questions to verify, candidate sources, webpage excerpts, literature clues, or comparative viewpoints, organize key context, and output sales strategies, communication materials, and follow-up plans for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• Users ask questions like "How should we approach this customer?" and need to quickly break down goals, identify priorities, and form actionable results
• Marketing, operations, software, and education and training need to generate sales strategies, communication materials, and follow-up plans around the customer research assistant
• Users have already prepared research goals (explain the question to be answered this time, comparison dimensions, judgment criteria, or delivery purpose.), research audience (explain the readers, roles, markets, courses, or usage scenarios that the research conclusions should serve.), and public webpage links (fill in publicly accessible webpages, 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 customer research assistant-related materials into clear conclusions, priorities, and next actions

How to Invoke

Call the AI Skills API directly through the exported Python runner:

Command Example

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 this time, comparison dimensions, judgment criteria, or delivery purpose
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 webpages, reports, or material links; for restricted content, please upload files or paste excerpts instead; a complete accessible URL is required
materialFile	string	No	-	Upload research materials, webpage 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, webpage excerpts, literature clues, or comparative viewpoints
brandRequirements	string	No	-	Supplement source scope, time range, credibility requirements, sources that must not be used, 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 lookup.

Supported Input Formats

This skill directly accepts JSON parameters; if the parameters contain link fields, please pass complete, accessible URLs.

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

• Sales strategy, communication materials, follow-up plan: core results organized around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combine the research goal (explain the questions to be answered this time, comparison dimensions, judgment criteria, or delivery purpose.), research audience (explain the readers, roles, markets, courses, or usage scenarios that the research conclusions are meant to serve.), public web links (fill in publicly accessible web pages, reports, or material links; for restricted content, please upload files or paste excerpts instead.) to extract key context and basis for judgment.
• Next steps: provide priorities, execution suggestions, or a content framework that can continue to be processed.

Suggestions for Using the Results

• First determine whether the output answers the user's core questions about the "Customer Research Assistant".
• Then check whether the results cover the sales strategy, communication materials, and follow-up plan, 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