Logic Pulse Lab
An AI-native product lab focused on AI agents, open-source tools, and experimental products.
Led by YDYK, Logic Pulse Lab explores how AI Agents understand context, invoke tools, proactively follow up, and translate human intent into real action through everyday IM interfaces.
Agent workflow
Context to action through IM
Message gateway
WeChat, Telegram, Feishu, and shared channels
Context and memory
Retrieve user state, intent, task history, and time
Tool and skill call
Invoke runtime capabilities instead of only replying
Reminder follow-up
Schedule, verify, and send proactive messages
AI agents connected to real workflows.
The lab works on the interface between agent systems and everyday operations: messages, memory, tools, reminders, and systems that need to keep working after the first reply.
IM-first agents
Put agents into everyday communication channels instead of keeping them inside isolated chat boxes.
Proactive follow-up
Work on reminders, delayed tasks, and long-running intent tracking that can surface at the right time.
Tools and runtime
Connect LLM reasoning with tools, skills, deployment paths, and inspectable production-like verification.
Coke / OpenCoke
Coke is Logic Pulse Lab's flagship AI Agent project: a multi-channel intelligent assistant system for everyday IM scenarios, supporting proactive messages, reminders, context understanding, tool calls, skill loading, and real-world deployment paths.
Core problem
Move AI agents beyond chat replies into follow-up, memory, and tool-backed actions.
Current focus
Reliability, reminder behavior, multi-channel deployment, public demos, and docs.
Product proof
Logic Pulse Lab 的旗舰 AI Agent 项目，面向日常 IM 场景，探索上下文理解、主动提醒、工具调用、技能加载与真实部署路径。
Open source path
The public OpenCoke repository anchors the project evidence and documentation.
Evidence over concept slides.
OpenCoke
Public repo
Open-source project path for the flagship agent system.
Coke
~250 users
A real user base and a commercial income loop, stated conservatively.
Runtime
Deployed paths
Reminder, proactive messaging, and multi-channel workflows are tested in realistic runtime paths.
Client work
Shipped systems
Selected AI, industrial, mobile, and visualization systems have been delivered.
Products, tools, experiments, and systems.
Flagship
- Coke / OpenCoke
Product Experiments
- ReInput
- Keep4oForever
Open Source Tools
- TickTick MCP
- yutil
AI Systems
- AI contract review
- Agent workflows
- Multi-agent collaboration
Client Systems
- Xiandu AI mini program
- Thermal imaging app
- Circuit visualization
Shipping notes from Logic Pulse Lab.
A lightweight progress stream for product, open-source, and research updates.
Coke reminder behavior moved through production-like verification
Reminder creation, acknowledgement text, runtime scheduling, and delivery paths were checked through focused local and deployed-path validation.
IM Agent gateway architecture refined
Shared-channel gateway contracts, outbound media handling, and bridge boundaries were reviewed and tightened for multi-channel agent deployment.
Xiandu AI mini program client system delivered
A tourism-oriented AI mini program combined conversational guidance, service lookup, route support, and media workflows.
Coke became the flagship lab project
The lab focus consolidated around Coke as the primary proof of agent systems entering everyday IM workflows.
A product lab led by YDYK.
Logic Pulse Lab validates AI Agent capabilities in real products, real users, and real business scenarios. The lab keeps selective client collaboration, but the main identity is product research, open-source systems, and shipped experiments.
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