patient-education-readability-review

patient-education-readability-review Material Organization Assistant

Quick Start

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Overview

The material organization assistant is used to answer "what are the key points of this material", patient education, readability, and health communication. It is suitable for operations, marketing, healthcare, and education and training to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as patient education content, pasted education sheets, pre-operative and post-operative instructions, medication reminders, or follow-up instructions, organizes key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• When users ask questions such as "what are the key points of this material" and need to quickly break down goals, determine priorities, and form executable results
• When operations, marketing, healthcare, and education and training need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the material organization assistant
• When users have already prepared the patient population and care scenarios (specify age, disease stage, department, reading ability, usage scenarios, and precautions.), reading barriers and sensitive points (supplement common patient misunderstandings, terminology difficulties, contraindication reminders, and information that must be retained.), and uploaded education materials (upload education manuals, PDFs, Q&A drafts, flowcharts, or follow-up scripts.), and want to organize them into executable analysis or optimization results
• When users need to turn material organization assistant-related materials into clear conclusions, priorities, and next-step actions

How to Call

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

Command Examples

Basic Call

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

Call with Common Parameters

python3 scripts/run.py --params '{"patientGroupContext":"患者人群与就诊场景"}'

Parameter Description

Parameter	Type	Required	Default	Description
patientGroupContext	string	No	-	Specify age, disease stage, department, reading ability, usage scenarios, and precautions
readingBarrierNotes	string	No	-	Supplement common patient misunderstandings, terminology difficulties, contraindication reminders, and information that must be retained
patientEducationFile	string	No	-	Upload education manuals, PDFs, Q&A drafts, flowcharts, or follow-up scripts
patientEducationLink	string	No	-	Enter publicly accessible education pages, hospital sections, or patient instruction links; an accessible complete URL is required
patientEducationText	string	No	-	Paste education sheets, pre-operative and post-operative instructions, medication reminders, or follow-up instructions
readabilityReviewFocus	string	No	通俗化	Select the direction that most needs priority handling in this patient education readability review; optional values:通俗化、流程清晰、风险提示、行动指引

For the complete machine-readable parameter structure, see references/form-schema.json。

Parameter Value Reference

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

Supported Input Formats

This skill directly accepts JSON parameters; if the parameters contain a link field, please provide 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 '{"patientGroupContext":"患者人群与就诊场景"}'

Equivalent --params JSON：

{
  "patientGroupContext": "患者人群与就诊场景"
}

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 so they can be read, reviewed, or delivered directly.
• Interpretation of input materials: combine the patient population and care scenario (specify age, disease stage, department, reading ability, usage scenario, and precautions), reading barriers and sensitive points (supplement common patient misunderstandings, terminology difficulties, contraindication reminders, and information that must be retained), and uploaded educational materials (upload educational manuals, PDFs, Q&A drafts, flowcharts, or follow-up scripts) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution suggestions, or a content framework that can continue to be developed.

Suggestions for using the results

• First determine whether the output answers the user's core question about the "Material Organization Assistant".
• Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, 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 original 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