@DanKornas highlighted TokenRhythm/opensquilla, a token-efficient microkernel AI agent for builders. SquillaRouter scores each turn locally on length, language, code, keywords, and semantic embeddings, then routes across four tiers to the cheapest capable model; the registry targets 20+ LLM backends with primary-plus-fallback. Fifteen bundled skills load on demand, and the agent can act as an MCP client or server. Local Markdown notes add SQLite full-text search and sqlite-vec semantic recall, with three sandbox policy tiers plus human-in-the-loop approvals for sensitive tools. Apache 2.0.
Key Takeaways
- ✓Local four-tier routing picks the cheapest capable model instead of always using the top tier.
- ✓Skills + MCP: 15 on-demand skills; agent can be MCP client and server.
- ✓Apache 2.0; Markdown/SQLite memory with three sandbox tiers and human approvals.
Discussion & Comments
0Sign in to join the discussion
Connect with AI developers to exchange benchmark insights.