stackai

An interactive AI agent in your terminal — like Claude Code, for StackAI.

Installation

pip install stackai

This installs the stack command.

The interactive agent

Just run stack (or stack chat) to start an interactive session:

stack

On a real terminal this opens a full-screen app (scrolling transcript + anchored input, à la Claude Code). Piped/non-interactive input falls back to a line REPL automatically; force it with stack chat --classic.

You get a streaming chat loop with tool use — the agent can read files, list directories, and run shell commands (with your approval) to help answer your questions. Responses render as Markdown with syntax-highlighted code blocks; extended thinking is streamed inline.

› what does pyproject.toml configure?

stack ⚙ read_file pyproject.toml
      … reads the file, then explains it

Slash commands

Backends

The agent is backend-pluggable. Default is Anthropic (Claude); you can also point it at a deployed StackAI workflow.

Anthropic (default) — set a key and go:

export ANTHROPIC_API_KEY=sk-ant-...
stack                          # or: stack chat -b anthropic -m claude-opus-4-8

StackAI — call one of your deployed workflows:

stack config set backend stackai
stack config set stackai_url  https://api.stack-ai.com/inference/v0/run/<org>/<flow>
stack config set stackai_api_key <key>
stack

Config is stored at ~/.config/stackai/config.json. Relevant keys: backend, model, anthropic_api_key, stackai_url, stackai_api_key, stackai_input_field (default in-0), stackai_output_field (default outputs).

Context compaction

Long sessions are kept from overflowing the model's context window by auto-summarization. When the transcript grows past a threshold, the oldest turns are replaced by a single summary while the most recent turns are kept verbatim; run /compact to trigger it manually.

Compaction rewrites history rarely and in one batch, so the compacted prefix stays stable between compactions — friendly to prompt caching, unlike a rolling window that would change the prefix every turn. It only applies to backends that send the full history (currently Anthropic). Relevant config keys:

stack config set compact_threshold_tokens 80000
stack config set compact false        # disable auto-compaction

Other commands

stack --version
stack hello [name]
stack config set|get|list|path

Development

This project uses uv.

uv sync                   # install deps into a local venv
uv run stack              # run the agent from source
uv run pytest             # run the test suite

Building & publishing

uv build                  # produces wheel + sdist in dist/
uv publish                # upload to PyPI

License

MIT