TencentDB Agent Memory
TencentCloud/TencentDB-Agent-Memory
Team-level memory hub for AI agents — turn chats, docs, and code into shared Chat Memory, Skills, Wiki, and Code-Graph assets.
GitHub repository
Overview
Instead of each agent forgetting everything (or hoarding private notes), this project stores reusable team memory: conversations, skills, a wiki, and a code graph that multiple agents can share. Repo (copy/paste): https://github.com/TencentCloud/TencentDB-Agent-Memory
Work with LimeDock
Using this skill? LimeDock can wire it into a durable automation you own.
Agents are a starting point. LimeDock turns the workflow into production automation your SaaS team owns — not another prompt library.
We sell owned automations for SaaS teams — live workflows that plug into Slack, CRM, and your internal platform — not just a skill list.
Link
Installation guide
Not installed into LimeDock.
1. Copy: https://github.com/TencentCloud/TencentDB-Agent-Memory 2. Follow the README install (Node package / gateway notes). 3. Connect the agents you already use so they read/write the shared memory store. 4. Decide what is team-shared vs private.
How to use it
**Simple example** Two agents keep re-learning your API quirks every Monday.
1. Install the memory hub for your team. 2. After a hard debugging session, save the lesson as Chat Memory / Skill. 3. Next week a different agent pulls the same skill instead of rediscovering it. 4. Humans innovate; agents stop amnesia.
Example prompts
- “What four memory asset types does TencentDB Agent Memory create?”
- “Design a rule: which conversations become team Skills vs stay private.”
- “How would we plug our support bot and coding agent into one memory hub?”
Use cases and examples
- Shared memory across multiple coding agents
- Turning tribal Slack knowledge into reusable skills
- Code-graph context for larger repos
Prerequisites
- Node / gateway requirements from the README
- Agreement on shared vs private memory
- Agents that can call the memory APIs / gateway
Tips
- Memory without governance becomes a junk drawer — set owners.
- Start with one squad before company-wide memory.