Lay Press Release Writer
When to Use
- - Use this skill when the task needs Transform academic papers into university press releases for general.
- Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format.
- Use this skill when you need a documented fallback path for missing inputs, execution errors, or partial evidence.
Key Features
- - Scope-focused workflow aligned to: Transform academic papers into university press releases for general.
- Packaged executable path(s):
scripts/main.py. - Reference material available in
references/ for task-specific guidance. - Structured execution path designed to keep outputs consistent and reviewable.
Dependencies
- - Python 3.8+
- Dependencies see requirements.txt
Example Usage
See ## Usage above for related details.
CODEBLOCK0
Example run plan:
- 1. Confirm the user input, output path, and any required config values.
- Edit the in-file
CONFIG block or documented parameters if the script uses fixed settings. - Run
python scripts/main.py with the validated inputs. - Review the generated output and return the final artifact with any assumptions called out.
Implementation Details
See ## Workflow above for related 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/main.py. - Reference guidance:
references/ contains supporting rules, prompts, or checklists. - 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.
Quick Check
Use this command to verify that the packaged script entry point can be parsed before deeper execution.
CODEBLOCK1
Audit-Ready Commands
Use these concrete commands for validation. They are intentionally self-contained and avoid placeholder paths.
CODEBLOCK2
Workflow
- 1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work.
- Validate that the request matches the documented scope and stop early if the task would require unsupported assumptions.
- Use the packaged script path or the documented reasoning path with only the inputs that are actually available.
- Return a structured result that separates assumptions, deliverables, risks, and unresolved items.
- If execution fails or inputs are incomplete, switch to the fallback path and state exactly what blocked full completion.
Metadata
- - ID: 144
- Name: Lay Press Release Writer
- Description: Transform academic papers into university press center style press releases
- Version: 1.0.0
- Author: OpenClaw
- Entry Point: scripts/main.py
Purpose
Transforms complex academic papers into press releases for general audiences, alumni, and media. Maintains scientific accuracy while conveying research highlights and value in accessible language.
Capabilities
- - Extracts core findings and innovation points from papers
- Generates press releases in university press center style
- Adds compelling headlines and leads
- Provides researcher quotes
- Includes relevant background information
Input Parameters
| Parameter Name | Type | Required | Description |
|---|
| INLINECODE8 | string | Yes | Full paper text or abstract text |
| INLINECODE9 |
string | No | Paper title |
|
authors | array | No | Author list |
|
institution | string | No | Institution/University name |
|
publication_venue | string | No | Publication journal/conference name |
|
target_audience | string | No | Target audience (general/alumni/media) |
|
tone | string | No | Tone style (formal/friendly/inspiring) |
Output Format
Returns JSON format:
CODEBLOCK3
Usage
CODEBLOCK4
Examples
Example 1: Basic Usage
CODEBLOCK5
Notes
- - Generated content should maintain scientific accuracy
- Avoid oversimplification that leads to misunderstanding
- Highlight practical application value of research
- Comply with standard press release structure (inverted pyramid structure)
Risk Assessment
| Risk Indicator | Assessment | Level |
|---|
| Code Execution | Python/R scripts executed locally | Medium |
| Network Access |
No external API calls | Low |
| File System Access | Read input files, write output files | Medium |
| Instruction Tampering | Standard prompt guidelines | Low |
| Data Exposure | Output files saved to workspace | Low |
Security Checklist
- - [ ] No hardcoded credentials or API keys
- [ ] No unauthorized file system access (../)
- [ ] Output does not expose sensitive information
- [ ] Prompt injection protections in place
- [ ] Input file paths validated (no ../ traversal)
- [ ] Output directory restricted to workspace
- [ ] Script execution in sandboxed environment
- [ ] Error messages sanitized (no stack traces exposed)
- [ ] Dependencies audited
Prerequisites
CODEBLOCK6
Evaluation Criteria
Success Metrics
- - [ ] Successfully executes main functionality
- [ ] Output meets quality standards
- [ ] Handles edge cases gracefully
- [ ] Performance is acceptable
Test Cases
- 1. Basic Functionality: Standard input → Expected output
- Edge Case: Invalid input → Graceful error handling
- Performance: Large dataset → Acceptable processing time
Lifecycle Status
- - Current Stage: Draft
- Next Review Date: 2026-03-06
- Known Issues: None
- Planned Improvements:
- Performance optimization
- Additional feature support
Output Requirements
Every final response should make these items explicit when they are relevant:
- - Objective or requested deliverable
- Inputs used and assumptions introduced
- Workflow or decision path
- Core result, recommendation, or artifact
- Constraints, risks, caveats, or validation needs
- Unresolved items and next-step checks
Error Handling
- - If required inputs are missing, state exactly which fields are missing and request only the minimum additional information.
- If the task goes outside the documented scope, stop instead of guessing or silently widening the assignment.
- If
scripts/main.py fails, report the failure point, summarize what still can be completed safely, and provide a manual fallback. - Do not fabricate files, citations, data, search results, or execution outcomes.
Input Validation
This skill accepts requests that match the documented purpose of lay-press-release-writer and include enough context to complete the workflow safely.
Do not continue the workflow when the request is out of scope, missing a critical input, or would require unsupported assumptions. Instead respond:
INLINECODE17 only handles its documented workflow. Please provide the missing required inputs or switch to a more suitable skill.
References
Response Template
Use the following fixed structure for non-trivial requests:
- 1. Objective
- Inputs Received
- Assumptions
- Workflow
- Deliverable
- Risks and Limits
- Next Checks
If the request is simple, you may compress the structure, but still keep assumptions and limits explicit when they affect correctness.
通俗新闻稿撰写工具
使用场景
- - 当需要将学术论文转化为面向大众的大学新闻稿时使用此技能。
- 适用于需要明确假设、限定范围且输出格式可复现的学术写作任务。
- 当需要为缺失输入、执行错误或部分证据提供文档化的回退路径时使用此技能。
主要特性
- - 以范围为核心的工作流程,专注于:将学术论文转化为面向大众的大学新闻稿。
- 打包的可执行路径:scripts/main.py。
- references/目录中提供参考资料,用于任务特定指导。
- 结构化执行路径,确保输出一致且可审查。
依赖项
- - Python 3.8+
- 依赖项详见 requirements.txt
使用示例
相关详情请参见上方## 使用说明部分。
bash
cd 20260318/scientific-skills/Academic Writing/lay-press-release-writer
python -m py_compile scripts/main.py
python scripts/main.py --help
示例运行计划:
- 1. 确认用户输入、输出路径及任何必需的配置值。
- 如果脚本使用固定设置,编辑文件内的CONFIG块或文档化参数。
- 使用验证后的输入运行python scripts/main.py。
- 审查生成的输出,返回最终成果并注明所有假设。
实现细节
相关详情请参见上方## 工作流程部分。
- - 执行模型:验证请求,选择打包的工作流程,生成限定范围的交付物。
- 输入控制:在运行任何脚本前确认源文件、范围限制、输出格式和验收标准。
- 主要实现界面:scripts/main.py。
- 参考指南:references/包含支持性规则、提示或检查清单。
- 需优先明确的参数:输入路径、输出路径、范围过滤器、阈值及任何领域特定约束。
- 输出规范:保持结果可复现,明确标识假设,避免未文档化的副作用。
快速检查
在深入执行前,使用此命令验证打包脚本入口点可被解析。
bash
python -m py_compile scripts/main.py
审计就绪命令
使用这些具体命令进行验证。它们有意保持自包含,避免使用占位符路径。
bash
python -m py_compile scripts/main.py
python scripts/main.py --help
工作流程
- 1. 在进行详细工作前,确认用户目标、必需输入及不可协商的约束条件。
- 验证请求是否与文档化范围匹配,如果任务需要不支持的假设则提前停止。
- 仅使用实际可用的输入,通过打包脚本路径或文档化的推理路径执行。
- 返回结构化结果,将假设、交付物、风险和未解决事项分开呈现。
- 如果执行失败或输入不完整,切换到回退路径并明确说明阻碍完整完成的原因。
元数据
- - ID: 144
- 名称: 通俗新闻稿撰写工具
- 描述: 将学术论文转化为大学新闻中心风格的新闻稿
- 版本: 1.0.0
- 作者: OpenClaw
- 入口点: scripts/main.py
目的
将复杂的学术论文转化为面向大众、校友和媒体的新闻稿。在保持科学准确性的同时,用通俗易懂的语言传达研究亮点和价值。
能力
- - 从论文中提取核心发现和创新点
- 以大学新闻中心风格生成新闻稿
- 添加引人注目的标题和导语
- 提供研究人员引述
- 包含相关背景信息
输入参数
| 参数名称 | 类型 | 必填 | 描述 |
|---|
| papertext | 字符串 | 是 | 论文全文或摘要文本 |
| papertitle |
字符串 | 否 | 论文标题 |
| authors | 数组 | 否 | 作者列表 |
| institution | 字符串 | 否 | 机构/大学名称 |
| publication_venue | 字符串 | 否 | 发表期刊/会议名称 |
| target_audience | 字符串 | 否 | 目标受众(大众/校友/媒体) |
| tone | 字符串 | 否 | 语气风格(正式/友好/鼓舞人心) |
输出格式
返回JSON格式:
json
{
headline: 引人注目的标题,
subheadline: 副标题,
dateline: 地点,日期,
lead: 导语段落,
body: 正文内容,
quotes: [研究人员引述1, 研究人员引述2],
boilerplate: 机构介绍,
media_contact: 媒体联系方式
}
使用说明
text
python scripts/main.py --paper-text 论文内容... --institution XX大学
示例
示例1:基本用法
text
python scripts/main.py \
--paper-text ... \
--paper-title 量子计算新突破 \
--institution 清华大学 \
--authors 张三,李四
注意事项
- - 生成内容应保持科学准确性
- 避免过度简化导致误解
- 突出研究的实际应用价值
- 符合标准新闻稿结构(倒金字塔结构)
风险评估
| 风险指标 | 评估 | 等级 |
|---|
| 代码执行 | Python/R脚本在本地执行 | 中 |
| 网络访问 |
无外部API调用 | 低 |
| 文件系统访问 | 读取输入文件,写入输出文件 | 中 |
| 指令篡改 | 标准提示指南 | 低 |
| 数据泄露 | 输出文件保存到工作区 | 低 |
安全检查清单
- - [ ] 无硬编码凭据或API密钥
- [ ] 无未经授权的文件系统访问(../)
- [ ] 输出不暴露敏感信息
- [ ] 已实施提示注入防护
- [ ] 输入文件路径已验证(无../遍历)
- [ ] 输出目录限制在工作区内
- [ ] 脚本在沙盒环境中执行
- [ ] 错误消息已清理(不暴露堆栈跟踪)
- [ ] 依赖项已审计
先决条件
text
Python依赖项
pip install -r requirements.txt
评估标准
成功指标
- - [ ] 成功执行主要功能
- [ ] 输出符合质量标准
- [ ] 优雅处理边缘情况
- [ ] 性能可接受
测试用例
- 1. 基本功能:标准输入 → 预期输出
- 边缘情况:无效输入 → 优雅的错误处理
- 性能:大数据集 → 可接受的处理时间
生命周期状态
- - 当前阶段:草稿
- 下次审查日期:2026-03-06
- 已知问题:无
- 计划改进:
- 性能优化
- 额外功能支持
输出要求
每个最终响应应在相关时明确以下内容:
- - 目标或请求的交付物
- 使用的输入和引入的假设
- 工作流程或决策路径
- 核心结果、建议或成果
- 约束条件、风险、注意事项或验证需求
- 未解决事项和后续检查步骤
错误处理
- - 如果缺少必需输入,明确说明缺少哪些字段,并仅请求最少的额外信息。
- 如果任务超出文档化范围,停止执行,而不是猜测或悄悄扩大任务范围。
- 如果scripts/main.py失败,报告失败点,总结仍可安全完成的内容,并提供手动回退方案。
- 不得虚构文件、引用、数据、搜索结果或执行结果。
输入验证
此技能接受与lay-press-release-writer文档化目的匹配且包含足够上下文以安全完成工作流程的请求。
当请求超出范围、缺少关键输入或需要不支持的假设时,不要继续工作流程。而是回复:
lay-press-release-writer仅处理其文档化的工作流程。请提供缺失的必需输入,或切换到更合适的技能。
参考资料
响应模板
对于非简单请求,使用以下固定结构:
- 1. 目标
- 收到的输入
- 假设
- 工作流程
- 交付物
- 风险和限制
- 后续检查
如果请求简单,可以压缩结构,但当假设和限制影响正确性时,仍需明确说明。