taxonomy_labels.py

"""The v2 loop-taxonomy labels + laya question (docs/components/loop-taxonomy.md, "Entry criteria").

Nine request labels, first match wins in this order. v1 -> v2: make->produce, react->stabilize,
arrange/acquire/execute->transact, tend->conversation (a standing-concern review is a lookup; the wake that
raises it is a trigger, not a request label). `plan` is new.
"""
LABELS = {
    "stabilize": "Urgent or deteriorating situation where delay has real consequences (safety, health, money, a missed critical window) and a cheap, reversible action plausibly stops the worsening.",
    "transact": "The outcome is a commitment or possession in the world: a booking, reservation, purchase, payment, transfer, or a named procedure completed to acceptance.",
    "plan": "The outcome is the person's own standing structure, set up or changed in their personal records: a goal, a routine, a budget or spending limit, a tracker. Reversible, nobody else involved.",
    "produce": "The outcome is an artifact the assistant produces, judged against a standard (tests, a spec, taste): a document, spreadsheet, script, letter.",
    "diagnose": "The outcome is the cause of a specific malfunction or anomaly, including causes in the person's own data.",
    "research": "The outcome is understanding assembled from investigation: multi-source, current, comparison or synthesis-shaped.",
    "learn": "The outcome is the person's own ability, built over sessions: practice, tutoring, review.",
    "companion": "Inner-life support with no outcome in the world: explicitly reflective or support-seeking.",
    "conversation": "None of the above: questions, quick asks, lookups, reports of a measurement, a single reminder or note, chatter.",
}

V1_TO_V2 = {
    "make": "produce", "react": "stabilize", "arrange": "transact", "acquire": "transact",
    "execute": "transact", "tend": "conversation",
    "conversation": "conversation", "diagnose": "diagnose", "research": "research", "learn": "learn",
    "companion": "companion",
}

QUESTIONS = {
    "loop": {
        "type": "choice",
        "instructions": "What does this request (or the request it continues) demand?",
        "criteria": LABELS,
    }
}