portfolio-optimiser-claude/src/portfolio_optimiser_claude/run_s10.py

"""S10 — the ONE live model run of the programme (D6). RUN-PATH ONLY.

Wires the offline-proven pipeline (S6–S9) to the real Claude Agent SDK client
for a single controlled run on the micro-bundle: startup contracts validated
fail-fast BEFORE the client is built (§10), citations proven citable BEFORE any
spend (§9), the read-context navigated + experience-folded exactly as the
offline suite proves (§3 Step 1), the loop bounded by the §8 meter AND the
per-call USD cap, and the captured artifacts persisted for S11 with the cost
logged. Never imported by the test suite.

Run:  uv run python -m portfolio_optimiser_claude.run_s10
"""

from __future__ import annotations

import argparse
import os
from pathlib import Path

from portfolio_optimiser_claude.artifacts import build_citations, persist_run_artifacts
from portfolio_optimiser_claude.budget import BudgetExceeded, BudgetMeter
from portfolio_optimiser_claude.contracts import load_contracts
from portfolio_optimiser_claude.experience import (
    CandidateFeatures,
    VerdictStore,
    fold_experience,
    seed_store_from_bundle,
)
from portfolio_optimiser_claude.ir import load_validator_input
from portfolio_optimiser_claude.loop import run_project
from portfolio_optimiser_claude.okf import bundle_context, navigate_bundle
from portfolio_optimiser_claude.provenance import Provenance
from portfolio_optimiser_claude.sdk_client import SdkModelClient
from portfolio_optimiser_claude.validator import Rejection

_DEFAULT_BUNDLE = Path(__file__).resolve().parents[2] / "shared" / "examples" / "bygg-energi-mikro"
_PROPOSER_ROLE = "proposer"


def main(argv: list[str] | None = None) -> int:
    parser = argparse.ArgumentParser(description="S10: the single live run (hard caps, D6).")
    parser.add_argument("--bundle", type=Path, default=_DEFAULT_BUNDLE)
    parser.add_argument("--out", type=Path, default=Path("runs") / "s10")
    parser.add_argument("--max-rounds", type=int, default=12)
    parser.add_argument("--max-tokens", type=int, default=150_000)
    parser.add_argument("--max-budget-usd-per-call", type=float, default=0.25)
    parser.add_argument("--max-debate-rounds", type=int, default=3)
    parser.add_argument("--max-attempts", type=int, default=3)
    parser.add_argument("--top-k", type=int, default=3)
    args = parser.parse_args(argv)

    if not os.environ.get("ANTHROPIC_API_KEY"):
        # The bundled CLI resolves its own credentials (Claude Code login) when
        # no key is exported; an unauthenticated run fails on the FIRST call.
        print("note: ANTHROPIC_API_KEY not set — relying on the CLI's own credentials.")

    # §10: ALL startup contracts schema-validated BEFORE any model client exists.
    contracts = load_contracts(
        data_source={"docs_dir": str(args.bundle), "top_k": args.top_k},
        termination={"max_rounds": args.max_rounds, "max_tokens": args.max_tokens},
        feedback={"decision": "approved", "rationale": "startup shape check (§10)"},
    )

    # §9: prove the context citable BEFORE any spend; §3 Step 1: navigate + fold.
    concepts = navigate_bundle(args.bundle)
    citations = build_citations(concepts)
    ir_projection = load_validator_input(args.bundle)
    store = VerdictStore()
    seeded = seed_store_from_bundle(store, args.bundle)
    context = fold_experience(
        store,
        CandidateFeatures.from_proposal(ir_projection),
        bundle_context(args.bundle),
        contracts.data_source.top_k,
    )

    meter = BudgetMeter(contracts.termination)
    client = SdkModelClient(
        contracts.model_map, max_budget_usd_per_call=args.max_budget_usd_per_call
    )
    print(
        f"S10 live run: bundle={args.bundle.name} seeded_verdicts={seeded} "
        f"caps: max_rounds={args.max_rounds} max_tokens={args.max_tokens} "
        f"max_budget_usd_per_call={args.max_budget_usd_per_call}"
    )
    try:
        result = run_project(
            client,
            context,
            meter=meter,
            max_debate_rounds=args.max_debate_rounds,
            max_attempts=args.max_attempts,
            default_project_id=ir_projection.project_id,
        )
    except BudgetExceeded as stop:
        # §8: the structured stop event — report it, never a silent hang.
        print(f"STOPPED by budget: {stop.kind} observed {stop.observed} > limit {stop.limit}")
        print(f"cost so far: {client.total_cost_usd:.6f} USD")
        return 3

    provenance = Provenance(
        citations=citations,
        model=client.last_model or "unknown",  # §9: the REAL id, neutral fallback
        role=_PROPOSER_ROLE,
        validator_decision=result.validator_decision,
        tokens_used=meter.tokens_used,
    )
    paths = persist_run_artifacts(
        args.out,
        run=result,
        provenance=provenance,
        termination=contracts.termination,
        tokens_used=meter.tokens_used,
        rounds_used=meter.rounds_used,
        cost_usd=round(client.total_cost_usd, 6),
    )
    outcome_kind = "rejected" if isinstance(result.outcome, Rejection) else "validated"
    print(
        f"result: validator={result.validator_decision} checker={result.checker_decision} "
        f"attempts={result.attempts} outcome={outcome_kind}"
    )
    print(
        f"usage: tokens={meter.tokens_used}/{contracts.termination.max_tokens} "
        f"rounds={meter.rounds_used}/{contracts.termination.max_rounds}"
    )
    print(f"model: {client.last_model} cost: {client.total_cost_usd:.6f} USD")
    for name, path in sorted(paths.items()):
        print(f"artifact: {name} -> {path}")
    return 0


if __name__ == "__main__":
    raise SystemExit(main())