critique

critique Business Diagnosis Assistant

Quick Start

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Overview

The Business Diagnosis Assistant is used to answer "how should this be done," UI design, UX review, and design systems. It is suitable for product, operations, technical, and software use after clarifying business goals, content materials, or analysis targets. It combines inputs such as work descriptions and self-assessments, pasted design explanations, creative background, page copy, work goals, current confusions, or points you want to focus on... to organize key context and output summaries, diagnostic conclusions, action recommendations, and reusable deliverables, facilitating further execution, review, or delivery.

When to Use

Applicable Scenarios

• The user raises questions like "how should this be done," requiring rapid decomposition of goals, identification of priorities, and formation of actionable results
• Product, operations, technical, and software need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnosis Assistant
• The user has already prepared work goals (stating the communication, understanding, conversion, trust, aesthetic, or presentation goals the work is expected to achieve), target audience (stating the background and expectations of reviewers, clients, users, buyers, or target audience), and work or reference links (providing publicly accessible work pages, design previews, prototypes, portfolios, or reference links), and wants to organize them into actionable analysis or optimization results
• The user needs to turn Business Diagnosis Assistant-related materials into clear conclusions, priorities, and next steps

How to Invoke

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

Command Examples

Basic Invocation

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

Invocation with Common Parameters

python3 scripts/run.py --params '{"goal":"作品目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	State the communication, understanding, conversion, trust, aesthetic, or presentation goals the work is expected to achieve
audience	string	No	-	State the background and expectations of reviewers, clients, users, buyers, or target audience
materialUrl	string	No	-	Provide publicly accessible work pages, design previews, prototypes, portfolios, or reference links; a complete accessible URL must be passed
reviewDepth	string	No	标准诊断	Choose quick review, standard critique, or deep work review; optional values:快速体检、标准诊断、深度改稿
materialFile	string	No	-	Supports UI screenshots, poster exports, portfolio page screenshots, design documents, PDF, or work descriptions
materialText	string	No	-	Paste design explanations, creative background, page copy, work goals, current confusions, or issues you want focused review on
targetPlatform	string	No	-	Choose Web, mobile, poster, portfolio, social media image, presentation page, or other display medium
brandRequirements	string	No	-	Supplement brand tone, visual specifications, client constraints, prohibited expressions, and information that must be retained

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

Parameter Value Reference

The current skill has no categorical parameters requiring additional lookup tables.

Supported input formats

This skill currently accepts JSON parameters directly; if the parameters include a link field, pass a complete, accessible URL.

Example request

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

python3 scripts/run.py --params '{"goal":"作品目标"}'

Equivalent --params JSON：

{
  "goal": "作品目标"
}

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

• Summary, diagnostic conclusions, action recommendations, and reusable deliverables: organize the core results around the user's goals that can be read, reviewed, or delivered directly.
• Interpretation of input materials: combine the work goals (explain the communication, understanding, conversion, trust, aesthetic, or display goals the work is intended to achieve.), target audience (explain the background and expectations of reviewers, clients, users, buyers, or target audience.), and work or reference links (fill in publicly accessible work pages, design previews, prototypes, portfolios, or reference links.) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution recommendations, or a content framework that can be further developed.

Suggestions for using the results

• First determine whether the output answers the user's core question about the "Business Diagnostic Assistant".
• Then check whether the result covers the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether it provides clear next steps.
• If there is little input material, it is recommended to have the user supplement the goals, audience, constraints, or raw 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