Science Popularization Article

Source: https://github.com/aipoch/medical-research-skills

When to Use

• Use this skill when the request matches its documented task boundary.
• Use it when the user can provide the required inputs and expects a structured deliverable.
• Prefer this skill for repeatable, checklist-driven execution rather than open-ended brainstorming.

Key Features

• Scope-focused workflow aligned to: "Generates science popularization articles with titles and outlines based on medical topics and style preferences. Invoke when user needs to create medical/science popular content for public education.".
• Packaged executable path(s): scripts/validate_skill.py.
• Structured execution path designed to keep outputs consistent and reviewable.

Dependencies

• Python: 3.10+. Repository baseline for current packaged skills.
• Third-party packages: not explicitly version-pinned in this skill package. Add pinned versions if this skill needs stricter environment control.

Example Usage

cd "20260316/scientific-skills/Others/science-popularization-article"
python -m py_compile scripts/validate_skill.py
python scripts/validate_skill.py --help

Example run plan:

1. Confirm the user input, output path, and any required config values.
2. Edit the in-file CONFIG block or documented parameters if the script uses fixed settings.
3. Run python scripts/validate_skill.py with the validated inputs.
4. Review the generated output and return the final artifact with any assumptions called out.

Implementation Details

• Execution model: validate the request, choose the packaged workflow, and produce a bounded deliverable.
• Input controls: confirm the source files, scope limits, output format, and acceptance criteria before running any script.
• Primary implementation surface: scripts/validate_skill.py.
• Parameters to clarify first: input path, output path, scope filters, thresholds, and any domain-specific constraints.
• Output discipline: keep results reproducible, identify assumptions explicitly, and avoid undocumented side effects.

Validation Shortcut

Run this minimal command first to verify the supported execution path:

python scripts/validate_skill.py --help

Science Popularization Article Generator

Goal

Generate engaging science popularization articles for medical/health topics with professionally crafted titles and structured outlines.

Input Requirements

• **** (Objects): Medical/science topic for the article
• **** (Style): Writing style - "" (easy-to-understand) or "" (professional authoritative)

Output Structure

The skill generates:

1. 3 candidate titles optimized for the selected style
2. 1 selected best title
3. Detailed article outline with section prompts
4. Complete article content (approximately 2500 words)

Workflow Steps

1. Title Generation: Creates 3 style-appropriate titles
2. Title Selection: Chooses the most engaging title
3. Outline Creation: Builds structured outline with section prompts
4. Content Generation: Writes complete article content
5. Quality Control: Ensures style consistency and readability

Style Guidelines

• ****: Uses metaphors, simple language, life examples for general public
• ****: Formal terminology, logical structure, neutral tone for professionals

Usage Examples

• Generate articles for hospital public education
• Create health content for medical company social media
• Produce science communication materials for public awareness

When Not to Use

• Do not use this skill when the required source data, identifiers, files, or credentials are missing.
• Do not use this skill when the user asks for fabricated results, unsupported claims, or out-of-scope conclusions.
• Do not use this skill when a simpler direct answer is more appropriate than the documented workflow.

Required Inputs

• A clearly specified task goal aligned with the documented scope.
• All required files, identifiers, parameters, or environment variables before execution.
• Any domain constraints, formatting requirements, and expected output destination if applicable.