aither-adk agent pack

Analyst Studio

Analyst — Data & Structured-ML Agent Brain Pack

macOS / Linux
analyst — install
# one command each; nothing else to configure
$ curl -LO https://github.com/Aitherium/aither-adk/releases/download/v3.4.0/analyst-3.4.0.tar.gz
$ tar xzf analyst-3.4.0.tar.gz
$ python analyst/install.py
installed analyst -> ~/.aither/packs/analyst
verified: adk discovers 'analyst'
$ 
Windows
analyst — install
# PowerShell. curl.exe and tar ship with Windows 10 1803+
$ curl.exe -LO https://github.com/Aitherium/aither-adk/releases/download/v3.4.0/analyst-3.4.0.tar.gz
$ tar -xzf analyst-3.4.0.tar.gz
$ python analyst\install.py
installed analyst -> ~\.aither\packs\analyst
verified: adk discovers 'analyst'
$ 
Version
3.4.0
Size
5 KB
Licence
sha256
48547b132270e17c…

What the pack adds

The app keeps its own interface. This runs underneath it.

Web search, no account
DuckDuckGo through a maintained client. No key, no sign-up, nothing hosted.
An agent behind the chat box
Tools, memory and skills answer on the API the app already speaks, so its interface needs no changes.
Your own model
llama.cpp, ollama, vLLM and LM Studio are discovered automatically; --setup-model installs one sized to the machine.
Weights without an account
Resumable, rate-capped and size-verified, so a dropped connection costs minutes rather than the whole download.

Skills

Included in the download.

anomaly-detection
structured-inference

About

A data-analysis agent that classifies, regresses, and forecasts over structured data using zero-shot foundation models (TabFM + TimesFM), and reasons about the results. Adapts to new labeled data in-context (support set) instead of gradient training.

Verify

sha256 48547b132270e17cd1b31d27d7868f5305da560090fd8de646ce3fcbceb28495

macOS / Linux
verify
# every artifact ships a checksum; check it before you trust it
$ sha256sum -c analyst-3.4.0.sha256
analyst-3.4.0.tar.gz: OK
$ 
Windows
verify
# there is no sha256sum on Windows; Get-FileHash is the equivalent
$ $want = '48547B132270E17CD1B31D27D7868F5305DA560090FD8DE646CE3FCBCEB28495'
$ (Get-FileHash analyst-3.4.0.tar.gz -Algorithm SHA256).Hash -eq $want
True
$