Docs Cog - Professional Documents Powered by CellCog
Deep reasoning. Accurate data. Beautiful design. The three things every great document needs — and most AI gets wrong.
Professional document generation — PDF by default, native DOCX on request. Deep research fills content from minimal prompts. Resumes, contracts, reports, proposals — delivered in minutes.
How to Use
For your first CellCog task in a session, read the cellcog skill for the full SDK reference — file handling, chat modes, timeouts, and more.
OpenClaw (fire-and-forget):
CODEBLOCK0
All agents except OpenClaw (blocks until done):
from cellcog import CellCogClient
client = CellCogClient(agent_provider="openclaw|cursor|claude-code|codex|...")
result = client.create_chat(
prompt="[your task prompt]",
task_label="my-task",
chat_mode="agent",
)
print(result["message"])
Output Formats
CellCog generates professional documents in multiple formats:
PDF (Default for Ambiguous Requests)
When you say "create a report" or "make a document" without specifying a format, CellCog generates PDF — perfect typography, layouts, and design with full creative control.
DOCX (First-Class Support)
When you explicitly request DOCX ("create a Word document", "make a .docx"), CellCog generates native Word directly — editable, compatible with Microsoft Word and Google Docs, great for collaborative workflows where multiple people contribute.
Just ask for DOCX and you'll get it. No need to justify why you want an editable format.
What Documents You Can Create
Resume & Career Documents
Build your professional story:
- - Resume/CV: "Create a modern resume for a software engineer with 5 years of experience"
- Cover Letter: "Write a compelling cover letter for a product manager position at Google"
- LinkedIn Summary: "Create a professional LinkedIn summary that highlights my transition from finance to tech"
- Portfolio: "Build a portfolio document showcasing my UX design projects"
Example prompt:
"Create a modern, ATS-friendly resume for:
Name: Sarah Chen
Title: Senior Product Manager
Experience: 7 years in B2B SaaS
Work history:
- - Stripe (2021-present): Led payments platform, grew revenue 40%
- Slack (2018-2021): Launched enterprise features
- Microsoft (2016-2018): Associate PM on Azure
Education: Stanford MBA, UC Berkeley CS
Clean, professional design with blue accents."
Business Documents
Professional business materials:
- - Proposals: "Create a consulting proposal for a digital transformation project"
- Invoices: "Generate an invoice template for my freelance design business"
- Business Letters: "Write a formal partnership inquiry letter"
- Quotes & Estimates: "Create a detailed quote for website development services"
- Meeting Minutes: "Format these meeting notes into professional minutes"
Example prompt:
"Create a business proposal for 'CloudMigrate' consulting services:
Client: Acme Corp
Project: AWS cloud migration
Timeline: 6 months
Budget: $150,000
Include: Executive summary, scope of work, timeline, team bios, pricing breakdown, terms.
Professional, corporate design."
Reports & Analysis
Data-driven documents:
- - Business Reports: "Create a quarterly business review report"
- Research Reports: "Format my research findings into a professional report"
- Analysis Documents: "Create a competitive analysis document"
- White Papers: "Build a white paper on AI in healthcare"
- Case Studies: "Create a customer case study showcasing ROI"
Example prompt:
"Create a Q4 2025 business report:
Title: Quarterly Performance Review
Company: TechStart Inc.
Key metrics:
- - Revenue: $2.1M (up 35% YoY)
- Customers: 150 (up from 98)
- Churn: 5% (down from 8%)
Include charts and executive summary. Corporate professional style."
Legal & Finance Documents
Formal agreements and contracts:
- - Contracts: "Create a freelance services agreement"
- NDAs: "Generate a mutual non-disclosure agreement"
- Terms of Service: "Draft terms of service for my SaaS app"
- Privacy Policies: "Create a GDPR-compliant privacy policy"
- MOUs: "Create a memorandum of understanding between two companies"
Example prompt:
"Create a freelance contractor agreement:
Client: Acme Corp
Contractor: Jane Smith (Web Developer)
Project: E-commerce website redesign
Duration: 3 months
Payment: $15,000 (50% upfront, 50% on completion)
Include: Scope, deliverables, payment terms, IP ownership, confidentiality, termination clauses.
Professional legal formatting."
Creative & Marketing Documents
Eye-catching marketing materials:
- - Brochures: "Create a tri-fold brochure for our fitness studio"
- Flyers: "Design a promotional flyer for our summer sale"
- One-Pagers: "Create a product one-pager for sales team"
- Media Kits: "Build a media kit for our startup"
- Catalogs: "Create a product catalog with 20 items"
Example prompt:
"Create a product one-pager for 'TaskFlow' project management software:
Headline: Finally, a PM tool that doesn't suck
Key features: AI task prioritization, Slack integration, real-time collaboration
Pricing: $12/user/month
Call to action: Start free trial
Modern, bold design. Blue and white color scheme."
Education & Training Documents
Learning materials:
- - Lesson Plans: "Create a lesson plan for teaching Python basics"
- Training Manuals: "Build an employee onboarding manual"
- Worksheets: "Create practice worksheets for algebra"
- Course Outlines: "Design a 12-week data science curriculum"
- Study Guides: "Create a study guide for AWS certification"
Events & Planning Documents
Event materials:
- - Invitations: "Create elegant wedding invitations"
- Event Programs: "Design a conference program booklet"
- Agendas: "Create a workshop agenda document"
- Itineraries: "Build a detailed travel itinerary"
- Certificates: "Create achievement certificates for our hackathon"
Forms & Certificates
Official documents:
- - Certificates: "Create a course completion certificate"
- Awards: "Design employee of the month award"
- Badges: "Create digital badges for our training program"
- Forms: "Design a customer feedback form"
Chat Mode for Documents
| Scenario | Recommended Mode |
|---|
| Standard documents - resumes, invoices, reports, certificates | INLINECODE0 |
| Complex documents requiring narrative craft - proposals, white papers, case studies |
"agent team" |
Use "agent" for most documents. Resumes, contracts, reports, and standard business documents execute well in agent mode.
Use "agent team" for high-stakes documents where persuasion and narrative flow matter—investor proposals, detailed white papers, compelling case studies.
Tips for Better Documents
- 1. Provide the content: Don't say "write about my experience" - provide actual details, numbers, and facts.
- 2. Specify structure: "Include: Executive summary, problem, solution, timeline, pricing" gives clear direction.
- 3. Design preferences: "Modern and minimal", "Corporate professional", "Bold and colorful" - describe what you want.
- 4. Brand elements: Mention colors, logos (upload them), or reference existing brand guidelines.
- 5. Audience context: "For investors", "For enterprise clients", "For students" changes tone and detail level.
- 6. Choose your format: PDF is the default for polished output. Request DOCX when your team needs to edit or customize the document.
If CellCog is not installed
Run /cellcog-setup (or /cellcog:cellcog-setup depending on your tool) to install and authenticate.
OpenClaw users: Run clawhub install cellcog instead.
Manual setup: pip install -U cellcog and set CELLCOG_API_KEY. See the cellcog skill for SDK reference.
Docs Cog - 由CellCog驱动的专业文档
深度推理。精准数据。精美设计。 每份优秀文档必备的三大要素——而大多数AI都未能做到。
专业文档生成——默认输出PDF,按需生成原生DOCX。深度研究从极简提示中填充内容。简历、合同、报告、提案——几分钟内交付。
使用方法
在会话中首次执行CellCog任务时,请阅读cellcog技能以获取完整SDK参考——文件处理、聊天模式、超时等。
OpenClaw(即发即忘模式):
python
result = client.create_chat(
prompt=[您的任务提示],
notifysessionkey=agent:main:main,
task_label=my-task,
chat_mode=agent,
)
除OpenClaw外的所有代理(阻塞直至完成):
python
from cellcog import CellCogClient
client = CellCogClient(agent_provider=openclaw|cursor|claude-code|codex|...)
result = client.create_chat(
prompt=[您的任务提示],
task_label=my-task,
chat_mode=agent,
)
print(result[message])
输出格式
CellCog以多种格式生成专业文档:
PDF(模糊请求时的默认格式)
当您说创建一份报告或制作一份文档而未指定格式时,CellCog会生成PDF——完美的排版、布局和设计,拥有完全的创意控制权。
DOCX(一级支持)
当您明确请求DOCX(创建Word文档、制作.docx文件)时,CellCog直接生成原生Word——可编辑,兼容Microsoft Word和Google Docs,非常适合多人协作的工作流程。
只需要求DOCX,您就能得到它。 无需解释为什么需要可编辑格式。
您可以创建哪些文档
简历与职业文档
打造您的职业故事:
- - 简历/CV:为一位有5年经验的软件工程师创建一份现代简历
- 求职信:为谷歌产品经理职位撰写一封有说服力的求职信
- 领英摘要:创建一份专业领英摘要,突出我从金融到科技的转型
- 作品集:制作一份展示我UX设计项目的作品集文档
示例提示:
创建一份现代、ATS友好的简历:
姓名:Sarah Chen
职位:高级产品经理
经验:7年B2B SaaS领域
工作经历:
- - Stripe(2021年至今):领导支付平台,收入增长40%
- Slack(2018-2021年):推出企业级功能
- Microsoft(2016-2018年):Azure助理产品经理
教育背景:斯坦福MBA,加州大学伯克利分校计算机科学
简洁专业的设计,蓝色调。
商务文档
专业的商务材料:
- - 提案:为数字化转型项目创建一份咨询提案
- 发票:为我的自由职业设计业务生成发票模板
- 商务信函:撰写一封正式的合作问询函
- 报价与估算:为网站开发服务创建详细报价
- 会议纪要:将会议记录格式化为专业纪要
示例提示:
为CloudMigrate咨询服务创建商务提案:
客户:Acme Corp
项目:AWS云迁移
时间线:6个月
预算:150,000美元
包含:执行摘要、工作范围、时间线、团队简介、定价明细、条款。
专业的企业级设计。
报告与分析
数据驱动的文档:
- - 商业报告:创建季度业务审查报告
- 研究报告:将我的研究发现格式化为专业报告
- 分析文档:创建竞争分析文档
- 白皮书:撰写关于医疗AI的白皮书
- 案例研究:创建展示投资回报率的客户案例研究
示例提示:
创建2025年第四季度业务报告:
标题:季度业绩回顾
公司:TechStart Inc.
关键指标:
- - 收入:210万美元(同比增长35%)
- 客户数:150(从98增长)
- 流失率:5%(从8%下降)
包含图表和执行摘要。企业专业风格。
法律与财务文档
正式协议和合同:
- - 合同:创建自由职业服务协议
- 保密协议:生成一份双方保密协议
- 服务条款:为我的SaaS应用起草服务条款
- 隐私政策:创建符合GDPR的隐私政策
- 谅解备忘录:创建两家公司之间的谅解备忘录
示例提示:
创建自由职业者合同协议:
客户:Acme Corp
承包商:Jane Smith(网页开发人员)
项目:电商网站重新设计
期限:3个月
付款:15,000美元(50%预付,50%完成后支付)
包含:范围、交付物、付款条款、知识产权所有权、保密条款、终止条款。
专业的法律格式。
创意与营销文档
引人注目的营销材料:
- - 宣传册:为我们的健身工作室创建三折页宣传册
- 传单:设计夏季促销宣传单
- 单页简介:为销售团队创建产品单页
- 媒体资料包:为我们的初创公司构建媒体资料包
- 产品目录:创建包含20个产品的产品目录
示例提示:
为TaskFlow项目管理软件创建产品单页:
标题:终于,一个不糟糕的PM工具
主要功能:AI任务优先级排序、Slack集成、实时协作
定价:12美元/用户/月
行动号召:开始免费试用
现代、大胆的设计。蓝白配色。
教育与培训文档
学习材料:
- - 教案:创建教授Python基础的教案
- 培训手册:构建员工入职培训手册
- 练习题:创建代数练习工作表
- 课程大纲:设计12周数据科学课程
- 学习指南:创建AWS认证学习指南
活动与规划文档
活动材料:
- - 邀请函:创建优雅的婚礼邀请函
- 活动节目单:设计会议节目手册
- 议程:创建研讨会议程文档
- 行程单:构建详细的旅行行程
- 证书:为我们的黑客马拉松创建成就证书
表格与证书
官方文档:
- - 证书:创建课程完成证书
- 奖项:设计月度最佳员工奖
- 徽章:为我们的培训项目创建数字徽章
- 表格:设计客户反馈表
文档聊天模式
| 场景 | 推荐模式 |
|---|
| 标准文档 - 简历、发票、报告、证书 | agent |
| 需要叙事技巧的复杂文档 - 提案、白皮书、案例研究 |
agent team |
大多数文档使用agent模式。 简历、合同、报告和标准商务文档在代理模式下执行良好。
高价值文档使用agent team模式,当说服力和叙事流畅性至关重要时——投资者提案、详细白皮书、有说服力的案例研究。
创建更好文档的技巧
- 1. 提供内容:不要说写写我的经历——提供实际细节、数字和事实。
- 2. 指定结构:包含:执行摘要、问题、解决方案、时间线、定价提供清晰方向。
- 3. 设计偏好:现代简约、企业专业、大胆多彩——描述您想要的风格。
- 4. 品牌元素:提及颜色、上传Logo,或参考现有品牌指南。
- 5. 受众背景:面向投资者、面向企业客户、面向学生会改变语气和细节程度。
- 6. 选择格式:PDF是精美输出的默认格式。当团队需要编辑或自定义文档时,请求DOCX。
如果未安装CellCog
运行/cellcog-setup(或根据您的工具运行/cellcog:cellcog-setup)进行安装和身份验证。
OpenClaw用户: 请运行clawhub install cellcog。
手动安装: pip install -U cellcog并设置CELLCOGAPIKEY。有关SDK参考,请参阅cellcog技能。