GH Repository · TokenRhythm
opensquilla
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
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python/uvagentmemorydockerai-agentsskillsfoundation-modelsmcpaideep-learningopenclawllmpythonPythonagent-app
OpenSquilla is a Python-based AI agent app from the TokenRhythm GitHub organization, positioned around token efficiency under a fixed budget. Its structure includes an agent app plus a toolchain built with Docker and uv, and its topics indicate support for MCP, memory, and skills.
Reach for it when you want a Python agent whose stated focus is getting more intelligence density out of the same token budget.
Use it to
- Run a token-efficient agent within a fixed budget
- Extend the agent with skills
- Connect tools via MCP
- Deploy via Docker using the uv toolchain
- Build on agent memory features
For Python developers building LLM agents on limited token budgets
- Role
- agent-app
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 563
- Open issues
- 174
- Last push
- 2026-09-17
- Latest release
- v0.1.0rc1 · 2026-05-12
topicsllmagentmcpmemoryskillstoken-efficiency