Tactic Endpoint

Tactics are the most direct executable resources mounted in the AAAX shell.

1. Write A Tactic

demo/tactics.py

def classify(input_value, *, context=None):
    text = input_value.get("text", "")
    label = "empty" if not text.strip() else "text"
    return {"label": label, "text": text}

2. Declare It

psi.toml

[tactics.classify]
entry = "demo.tactics:classify"
runtime = "python"
description = "Classify one input payload."

3. Serve The Shell And Call

aaax serve . --port 8400

curl -X POST http://127.0.0.1:8400/tactics/classify/run \
  -H 'content-type: application/json' \
  -d '{"input": {"text": "hello"}}'

Context

Request context is passed as LLLM CallContext.metadata when LLLM is installed:

curl -X POST http://127.0.0.1:8400/tactics/classify/run \
  -H 'content-type: application/json' \
  -d '{
    "input": {"text": "hello"},
    "context": {"request": "trace-me"}
  }'

Plain callables can accept context=None; LLLM tactic subclasses receive the same context through their run or arun boundary.