Turn Your Agents into a Self-Evolving Team
DeepVista CLI connects your coding agents to a shared knowledge base —
so they don’t just execute, but learn, remember, and build on past work.
⭐ If this direction resonates, consider starring the repo — it helps more people discover it.
Who this is for
- Builders working with coding agents (Claude Code, Cursor, OpenCode)
- People experimenting with agent workflows and skills
- Anyone trying to turn scattered interactions into compounding knowledge
What this enables
Modern coding agents are powerful — but each interaction is stateless and isolated.
DeepVista changes that.
- Agents remember past work
- Agents share context through a common knowledge base
- Agents build on previous decisions and insights
Over time, this turns isolated executions into a:
→ a self-evolving team of agents that compound knowledge over time
Why DeepVista CLI?
Most knowledge tools trap your data in a GUI. DeepVista CLI gives you full access to your knowledge base from the terminal — and lets your AI agents use it too.
- 🧠 Capture knowledge — notes, insights, decisions — as you work
- 🔍 Hybrid search — vector + keyword across everything you've saved
- 🤖 Agent-native — Claude Code, Cursor, OpenCode use it as a skill
- 📋 Run Skills — execute structured AI workflows from the command line
- 💬 Chat — talk to the DeepVista AI agent in your terminal
- 🖥️ Full TUI — four-panel terminal UI for chat, notes, skills, and memory
Related Ideas
This repo is part of a broader exploration of how agent skills are structured and executed.
If you're interested in:
- how different types of skills should be modeled
- how to handle stateless vs stateful execution
- how to make agent workflows more reliable
→ Read more: https://go.deepvista.ai/agent-skills-2d
Quick Start
One-line install
pip install deepvista-cli
Or with uv / pipx:
uv tool install deepvista-cli # or: pipx install deepvista-cli
Login and go
deepvista auth login # opens browser
deepvista notes +quick "My first note from the terminal"
deepvista card +search "founder mindset"
deepvista chat +send "What did I learn last week?"
That's it. Your knowledge base is now accessible from any terminal.
For AI Agents
Claude Code
Cursor
OpenCode
and any agent that supports skills
Install once, then talk to your agent. The agent handles authentication and all commands on your behalf.
curl -sSL https://raw.githubusercontent.com/DeepVista-AI/deepvista-cli/main/install.sh | bash
The script auto-detects your package manager (uv, pipx, or pip) and copies the consolidated deepvista skill into your agent's skill directory (Claude Code, OpenCode, Cursor, OpenClaw). If you upgraded from an earlier release, it also sweeps out the 12 legacy deepvista-* skills so you don't end up with both.
Prefer GitHub's CLI? gh skill install DeepVista-AI/deepvista-cli works too (GitHub CLI ≥ 2.90, preview).
Get Started
Open your agent and paste:
Help me get started with DeepVista. Walk me through logging in.
