Install the pack
curl -LO https://github.com/Aitherium/aither-adk/releases/download/v3.3.0/analyst-3.3.0.tar.gz
tar xzf analyst-3.3.0.tar.gz
python analyst/install.py
That installs to ~/.aither/packs/analyst/, which adk discovers with
no configuration, then verifies the pack is discoverable rather than
assuming it. adk itself is pip install aither-adk.
What this pack adds
Keyless web search
DuckDuckGo through a maintained client. No account, no API key.
Agent loop
Tools, memory and skills behind the chat box — the UI needs no changes.
Local models
llama.cpp, ollama, vLLM or LM Studio, discovered automatically.
Model weights
Fetched without a HuggingFace account, resumable and size-verified.
Skills
anomaly-detectionstructured-inference
Verify the download
sha256sum -c analyst-3.3.0.sha256