The llm tool called upstream providers through the litellm fork, read
provider keys, and never reached the MCP surface: its register() was a
no-op and it skipped BaseTool's constructor. Kai had no Python tool.
hanzo-tools-llm now carries two HIP-0300 tools over HanzoCloud:
- llm (default action query): POST /v1/chat/completions with model
enso-auto unless named, "auto" for Enso's pick, max_cost and
max_latency_ms as X-Max-Cost and X-Max-Latency-Ms, returning id and the
model that served; models: GET /v1/models, one row per model with the
catalog's per-million prices, narrowed by family; feedback: POST
/v1/ai/feedback with request_id, signal and a 1-3 rating.
- kai_decide (default action decide): POST /v1/decisions with the
TypeScript tool's schema and shape checks.
The consensus, llm_manage and provider modules wrapped the upstream
client and were never registered, so they go, with hanzo-consensus and
the [full] extra. hanzo-tools-llm 0.2.1.
Co-authored-by: Hanzo Dev <[email protected]>
zeekay
