01 / 05
让数据源成为可调用的工作能力
从数据源市场挑选科研数据库，直接创建连接。bioRxiv / medRxiv、BioModels、BindingDB、CIViC、AlphaFold DB 与 ClinVar 等资源，都可以成为 Agent 的下一步动作。
科研数据库API 连接可追溯来源
适合：文献综述、靶点检索、变异解读与药物发现
OK Work · AI Agent Workbench
A multi-agent workbenchthat executes and delivers
OK Work is a desktop AI workbench for research, operations, writing, and development. It plans tasks, searches the web and databases, uses tools, processes local files, and delivers usable work products.
Parallel multi-agent execution30+ connected databases140+ specialized skillsRuns safely in a local sandbox
Strategy Brief
12 min
Finished competitor review, risk notes, and next actions
Data Insights
+18.4%
Generated key trends and chart annotations automatically
Secure Runtime
Sandbox
Code, files, and data stay isolated on the local machine
Mission Control
Q2 Growth Review Automation
6 tasks running in parallel
Agents
Requirement Agent
Completed
Breaks down goals, output format, and execution checklist
Research Agent
In progress
Searches databases, extracts findings, and organizes citations
Delivery Agent
Queued
Produces reports, tables, scripts, and presentation summaries
Current task
Create an executive recap and the next-action plan
User prompt
Analyze this quarter’s ad spend, sales, and support data. Produce a one-page summary, three root causes, and an executable plan for next quarter.
Connected data
- 42,918 CRM sales records
- Ad delivery logs from 7 channels
- Support tickets and satisfaction feedback
Live output
Trend charts92%
Brief draft74%
Key findings
3
High-value growth opportunities already prioritized
Chart panels
12
Ready to paste into weekly updates and presentations
Output types
4
Docs, sheets, scripts, and presentation summaries
Latest features and updates
From a single conversation to a workflow you can review, reuse, and continue. Explore real product screenshots and the latest OK Work capabilities.
Research workflow
From a question to reviewable delivery
OK Work keeps planning, evidence, execution, and output in one continuous workflow.
Real sources + specialized skills + local files
01
Frame the question
Turn an open-ended request into a clear, reviewable plan.
02
Connect evidence
Search 30+ live sources while keeping citations traceable.
03
Run the workflow
Combine 140+ skills, parallel agents, and local files.
04
Deliver the result
Package reports, charts, slides, and reproducible files.
30+ sources140+ skillsParallel agentsReproducible outputs
Real UI · Real workflows · Actionable output
02 / 05
从批准计划到可复现分析交付
OK Work 会把分析计划、脚本、依赖、精确参数、指标与图表一起收进会话文件。研究结果不再只是一次性回答，而是一份可以复核、重跑和继续迭代的工作包。
计划确认脚本执行交付归档
适合：组学分析、统计建模、质量控制与论文结果准备
03 / 05
把图片生成与转换也放进对话
从医学示意图、产品图到可编辑 SVG，Agent 可以理解图片、生成视觉草稿，再把结果转成下一步可用的文件格式。
图像理解生成视觉草稿PNG → SVG
适合：论文插图、研究汇报、流程示意与内容创作
04 / 05
检索最新文献，并把证据留在结果里
通过 PubMed skill 直接搜索最新上线的研究，按主题、日期和证据类型整理结果。PMID、DOI 与关键结论会一起回到会话，方便继续追问或写作。
PubMedPMID / DOI最新文献
适合：热点追踪、综述起草、临床证据整理与研究选题
05 / 05
用技能市场扩展 Agent 的专业边界
从 deep-research、singlecell、FlowIO 到 proteomics differential abundance，选择技能即可把一套专业方法带进当前工作区；工作区技能与团队技能也能持续复用。
技能市场工作区复用专业方法
适合：团队标准化、科研方法沉淀与重复性工作自动化
计划留痕
先确认，再执行；每一步都能回看。
能力可组合
Sources、Skills、工具和模型按任务装配。
结果可交付
从聊天输出走向报告、图表和可复现文件。
LOCAL VOICE INPUT
In the AI era, voice inputis much faster than typing
Skip the keyboard. Press a shortcut and speak your question, idea, or next task. OK Work accurately turns your speech into text and inserts it into the active input field.
01
Faster than typing
Say your thoughts out loud and keep moving. Long ideas no longer require constant keyboard pauses.
02
Accurate recognition
Optimized for Chinese and everyday speech, with clear transcription for names and technical terms.
03
No quota used
Recording and recognition run locally. No cloud LLM call and no AI conversation quota is consumed.
Voice HUD
Local transcription ready
⌘ D
Click the demo to cycle states
Local recognition. No quota used.
Voice input uses a local SenseVoice model and VAD runtime. Download the model from Settings → Input; recording and recognition stay on your computer and do not call a cloud LLM or consume AI quota.
One shortcut, ready anytime
Change the default shortcut in Settings. A lightweight HUD gives instant feedback while recording, transcribing, and inserting text.
macOS default ⌘D · Windows default Alt+D · Other platforms default Ctrl / Cmd+D
Works in
OK Work sessionsWeChat / FeishuBrowserEmailTerminal
Multi-Agent Studio
More like anAI workbenchthan a single chat window
OK Work brings task decomposition, agent status, live outputs, and final delivery into one shared workspace. You can see exactly how each step moves forward and jump in with follow-up instructions or edits at any point.
Self-planning
Turns a natural-language request into goals, dependencies, steps, and deliverables instead of stopping at an answer.
Multi-source search
Coordinates knowledge bases, databases, the web, and local files to build an auditable chain of evidence.
Ready-to-use delivery
Transforms analysis into documents, spreadsheets, summary decks, or scripts that fit directly into team workflows.
Orchestration Board
Workflow at a glance
9 actions orchestrated automatically
Flow
01
Parse the goal
Identify the role, time range, output format, and key metrics.
02
Assemble capabilities
Load database search, script execution, and document generation skills automatically.
03
Run in parallel
Multiple agents move research, analysis, validation, and writing forward together.
04
Deliver in one pass
Collect outputs, remove duplication, polish language, and preserve citations and process traces.
Outputs
Executive brief
1 page
Trends, risks, and recommendations distilled automatically.
Insight charts
12
Ready to reuse in weekly reports and presentations.
Action items
6
Sorted by priority and expected impact.
Evidence Chain
Every conclusion traces back to a source
Recheck Ready
Ad conversion rate dropped by 8.7%
Source: ad platform logs + CRM funnel + channel daily reports
Slow support responses cluster between 20:00 and 22:00
Source: ticket timestamps, QA reviews, and satisfaction tags
Skill orchestration engine
140+
Coordinates analytics, writing, code execution, and research in one system.
Professional databases
30+
Connects to high-trust academic, business, and industry data sources.
Local secure execution
100%
Critical files, code, and data stay inside a controlled sandbox.
AI Agent Workflows
Plan and delivercomplex work autonomously
Give a clear instruction and OK Work can generate documents, spreadsheets, charts, and slide-ready output automatically. It supports parallel agents and keeps expanding through MCP and Skills.
Scenario
Best for knowledge workers buried in file cleanup, receipt archiving, and data moving
Automated batch processing for local information
Deliverables
Deliverable
Sheets / Charts
Target
Local files
Mode
Batch automation
Best for
Best for knowledge workers buried in file cleanup, receipt archiving, and data moving
Capability
Hand messy local files and datasets to OK Work to organize, classify, and summarize them into structured assets your team can keep using.
Typical tasks
- Clean, classify, and summarize Excel files with charts
- Extract fields from mixed-format receipts and generate reimbursement sheets
- Auto-organize the Downloads folder, meeting notes, and project materials
Scenario
Best for people doing market research, competitor analysis, or fast presentation prep
External research and content generation
Deliverables
Deliverable
Reports / Slides
Source
External research
Mode
Search + generation
Best for
Best for people doing market research, competitor analysis, or fast presentation prep
Capability
Give OK Work a topic or task and it will search, analyze, and synthesize external information into clear research reports, documents, or first-draft slide decks.
Typical tasks
- Research industries or competitors and generate clear analytical reports
- Collect material around a topic and produce a complete outline or presentation deck
- Track the latest developments and turn them into daily, weekly, or briefing updates
Scenario
Best for operations, customer success, and management roles reacting to business data
Business insight generation and automated response
Deliverables
Deliverable
Insights / Actions
Target
Business data
Mode
Automated response
Best for
Best for operations, customer success, and management roles reacting to business data
Capability
Feed OK Work operational tables, logs, and feedback data to automatically analyze issues, extract patterns, surface risks, and generate recommended actions.
Typical tasks
- Analyze user comments and feedback to identify sentiment and recurring issues
- Review CRM sales and deal data to locate funnel bottlenecks and suggest fixes
- Generate recurring business insights, risk alerts, and response plans automatically
Delivery
Docs / Sheets / Charts / Slides
Results come out as usable work products, not just chat answers.
Execution
Parallel multi-agent flow
Search, analysis, generation, and validation can be split across multiple agents.
Extension
MCP + Skills
Connect mainstream MCP tools and Skills to keep widening the task boundary.
Research Cases
Bring research workflowsinto the AI workbench too
OK Work is not limited to general office work. It also supports literature review, omics analysis, statistical modeling, and grant writing for research-heavy teams. Describe the research question and let the system connect search, analysis, writing, and result packaging.
Common research sources
PubMedOpenAlexClinicalTrialsUniProtbioRxivChEMBL
Research use case
Literature review and trend tracking
For topic scouting, proposal preparation, and review writing. It automates search, screening, summarization, and citation organization.
Example request
Search the last five years of tumor immunotherapy literature, prioritize highly cited papers, and build a review outline.
Typical output
Returns a paper list, hotspot themes, key conclusions, and an outline that is ready for writing.
Research use case
Bioinformatics and omics analysis
Useful for RNA-seq, single-cell, proteomics, and pathway studies that need quick analysis and figures.
Example request
Run differential analysis for this RNA-seq dataset and output a volcano plot, heatmap, and enrichment results.
Typical output
Produces scripts, a differential gene list, visualizations, and result interpretation.
Research use case
Clinical and experimental statistics
Supports survival analysis, regression modeling, group comparison, and clinical data cleanup for paper-ready results sections.
Example request
Analyze this patient follow-up dataset with Kaplan-Meier curves, survival comparison, and Cox regression.
Typical output
Returns statistics, figures, significance conclusions, and a paper-ready summary.
Research use case
Grant applications and project materials
Helpful for NSFC, postdoc, and university proposals, with support for background, innovation points, and technical route design.
Example request
Draft the abstract, rationale, and technical route for a grant on the tumor microenvironment.
Typical output
Outputs a structured draft and fills in innovation points, expected outcomes, and stage planning.
Integrations
Connected tothe official mobile app, Feishu, and WeChatso you can take over OK Work from anywhere
OK Work connects through more than Feishu and WeChat. The official mobile app can connect to a desktop device or remote workspace on the same account, so you can review conversations, continue tasks, add instructions, and receive final outputs from your phone. Feishu and WeChat remain lightweight message entry points when you need them.
The official mobile app connects to your OK Work workspace
Sign in with the same account to connect an available desktop device or remote workspace, review conversations, continue tasks, and ask follow-up questions.
Three entry points, one execution chain
Use the official mobile app for full workspace control and Feishu or WeChat for quick instructions; files, scripts, and agent workflows still run in the connected desktop or remote server.
Why it matters
Connection modes
3 entry points
The official mobile app, Feishu, and WeChat cover full control and quick messaging.
Work state
Synced
Conversations, background progress, and delivered outputs stay visible on mobile.
Execution
Desktop / remote
Files, scripts, tools, and agent workflows run in the connected workspace.
Official
Platform
OK Work Mobile
The official mobile app connects to a same-account desktop device or remote workspace, bringing full conversation and task control to your phone.
How it works on mobile
- Sign in with the same account and connect an available device or workspace
- Review conversations, continue tasks, add conditions, and ask follow-up questions
- Receive background progress, summaries, and final deliverables on mobile
Status
Mobile connectionReady
Conversation syncRealtime
Remote workspaceSupported
Connected
Platform
Feishu
Feishu is already connected, so users can talk to OK Work directly from the Feishu app while the desktop continues the actual execution work.
How it works on mobile
- Send requests, edits, and follow-up questions to OK Work directly from Feishu on mobile
- The desktop receives instructions and handles research, document cleanup, and script execution
- Progress updates, outputs, and clarification requests flow back into the same Feishu conversation
Status
Mobile chatReady
Desktop executionConnected
Result syncRealtime
Connected
Platform
WeChat is also connected, letting users talk to OK Work through a higher-frequency mobile channel and keep desktop work moving remotely.
How it works on mobile
- Start requests from WeChat anytime without needing to be at your desk
- Useful while commuting, traveling, or stepping away from the computer
- Completion alerts, summaries, and results can return to WeChat for confirmation
Status
Mobile channelReady
Remote controlConnected
Feedback loopSupported
Channel Workflow
From a mobile connection to completed workspace work
Mobile + Feishu + WeChat
Choose a mobile entry point
Use the official mobile app for full workspace control, or Feishu and WeChat for quick messages and instructions.
Connect a desktop or remote workspace
OK Work runs files, scripts, tools, and agent workflows on the connected computer or server.
Keep working and get the result
Conversations, progress, summaries, and final files return to the app or message channel so you can continue.
Download
Install this AI workbenchon your computer
Choose the build that fits your device and run OK Work locally with the multi-agent workbench, database connectivity, and automation capabilities built in.
Desktop support
Windows / macOS
Mobile entry
iOS / Android QR install
Core experience
Multi-agent workspace + local execution
Client
Client downloads
Desktop
Desktop
Download the build that matches your operating system and chip architecture.
Mobile
Mobile
Scan with your phone to open the mobile installation page for iOS or Android.
iOS
QR installiPhone / iPad
Scan with an iPhone or iPad to open the mobile download page and install the profile when prompted.
Scan with iPhone to install
If opened inside WeChat, follow the page prompt to switch to a browser.
Android
QR installAndroid phone / tablet
Scan with an Android device to open the download page and choose the matching APK package.
Scan with Android to install
If opened inside WeChat, follow the page prompt to switch to a browser.
Server Deploy
One-command server deployment
For Linux servers and Docker environments. Copy the command to the target machine, choose the port when prompted, and the script prints the web URL and access token after startup.
Bare metal
Linux direct install
Install as a systemd background service
- Downloads the matching Linux package
- Lets you choose the listen port
- Prints the web access token after startup
curl -fsSL https://okclaw-client.dftianyi.top/install/linux/quick_start.sh | bashContainer
Docker deployment
Pull the image and start with Docker Compose
- Detects and installs Docker when needed
- Lets you choose the host mapped port
- Prints the web access token after startup
curl -fsSL https://okclaw-client.dftianyi.top/install/docker/quick_start.sh | bashWant to explore the full capability overview first?