diff --git a/cli/commands/trade.py b/cli/commands/trade.py index 27783fe..3da4df1 100644 --- a/cli/commands/trade.py +++ b/cli/commands/trade.py @@ -91,25 +91,28 @@ def trade_cmd( instrument = resolve_instrument(instrument) cfg = TradingConfig() - private_key = cfg.get_private_key() - raw_hl = HLProxy(private_key=private_key, testnet=not mainnet) - hl = DirectHLProxy(raw_hl) + network = "mainnet" if mainnet else "testnet" + if price <= 0 and dry_run: + typer.echo("Dry run requires an explicit --price when skipping market lookup.", err=True) + raise typer.Exit(1) - # If no price given, use mid from snapshot if price <= 0: + private_key = cfg.get_private_key() + raw_hl = HLProxy(private_key=private_key, testnet=not mainnet) + hl = DirectHLProxy(raw_hl) snap = hl.get_snapshot(instrument) if snap.mid_price <= 0: typer.echo("Error: could not fetch market data for price", err=True) raise typer.Exit(1) - # For IOC: use mid + slippage if side.lower() == "buy": price = round(snap.ask * 1.001, 4) else: price = round(snap.bid * 0.999, 4) typer.echo(f"Using market price: {price}") + else: + hl = None - network = "mainnet" if mainnet else "testnet" notional_usd = abs(size * price) notional_cap = cfg.max_notional_usd if max_notional_usd is None else max_notional_usd if notional_cap <= 0: @@ -132,6 +135,11 @@ def trade_cmd( typer.echo("Dry run: order not submitted.") return + if hl is None: + private_key = cfg.get_private_key() + raw_hl = HLProxy(private_key=private_key, testnet=not mainnet) + hl = DirectHLProxy(raw_hl) + _confirm_trade(yes) fill = hl.place_order( diff --git a/configs/presets/jump.env b/configs/presets/jump.env new file mode 100644 index 0000000..9f45af6 --- /dev/null +++ b/configs/presets/jump.env @@ -0,0 +1,62 @@ +# HOUSE-Jump preset +# ------------------ +# Bounded-pilot configuration for the Nunchi HOUSE × Jump Builder Code pilot. +# See: ~/obsidian-vault/projects/2026-04-30-jump-builder-code-pilot-onepager.md +# +# Source it like a normal env file: +# set -a && source ~/agent-cli/configs/presets/jump.env && set +a +# Or hand it to docker / systemd as an env_file. +# +# Required to override at install time per institution: +# - HL_KEYSTORE_PASSWORD or HL_PRIVATE_KEY (your own credential) +# - SETTLEMENT_ADDRESS (the institution's USDC remittance wallet) +# +# Anything below is the HOUSE-Jump default. + +# ---- Network ---- +# Commented out by default so your shell HL_TESTNET (commonly =true for local +# dev) wins. Uncomment to force mainnet for the actual pilot. +# HL_TESTNET=false + +# ---- Builder Code attribution ---- +# HOUSE builder address — Nunchi's order-builder wallet that receives the BC surcharge. +BUILDER_ADDRESS=0x0D1DB1C800184A203915757BbbC0ee3A8E12FfB0 + +# 10 = 1.0 bp surcharge per fill (HL ceiling is 100 = 10 bp). +# Pilot per the v10 one-pager: 1.0 bp cap, 100% remitted to Jump weekly. +BUILDER_FEE_TENTHS_BPS=10 + +# ---- Settlement (institution-side) ---- +# Override per institution. Empty = same wallet does trading + receives remittance. +# For Jump: set this to the USDC receive-wallet Jump designates. +SETTLEMENT_ADDRESS= + +# ---- Market focus: TradeXYZ HIP-3 commodity / index / RWA perps ---- +# RADAR + PULSE will only consider these markets when scanning. +# Glob patterns are supported; xyz:* picks up any new TradeXYZ HIP-3 listing. +MARKET_WHITELIST=xyz:GOLD,xyz:CL,xyz:SILVER,xyz:XYZ100 + +# ---- Default strategy ---- +# engine_mm = composite-FV quoting engine (4-signal blend, dynamic spreads, ladder). +HOUSE_DEFAULT_STRATEGY=engine_mm + +# ---- Risk caps ---- +# Max notional per agent (USD). The Fleet Supervisor enforces this per spawned process. +HOUSE_MAX_NOTIONAL_PER_AGENT=250000 + +# Max drawdown before HouseRiskManager halts the agent (in basis points). +HOUSE_MAX_DRAWDOWN_BPS=300 + +# ---- Pilot bookkeeping ---- +HOUSE_PILOT_NAME=jump +HOUSE_PILOT_DURATION_WEEKS=4 +HOUSE_PILOT_SUCCESS_ADV_USD=30000000 + +# ---- Optional: PULSE → autoresearch auto-launch (D7) ---- +# Uncomment to have PULSE fire on FIRST_JUMP / CONTRIB_EXPLOSION signals +# directly into ECC's Strategy Lab so a new strategy starts iterating +# automatically when a HIP-3 pair lights up. +# PULSE_WEBHOOK_URL=http://localhost:4200/api/lab/launch +# PULSE_WEBHOOK_MIN_CONFIDENCE=95 +# PULSE_WEBHOOK_TIMEOUT_SEC=3 +# PULSE_WEBHOOK_AUTH_TOKEN= diff --git a/docs/agent-cli-audit.md b/docs/agent-cli-audit.md new file mode 100644 index 0000000..f02be44 --- /dev/null +++ b/docs/agent-cli-audit.md @@ -0,0 +1,54 @@ +# Agent CLI Audit + +Validated: 2026-06-23T15:33:05Z + +## Scope + +This audit checked the local `agent-cli` branch for: + +- direct Railway one-click deploy links that bypass `auth.nunchi.trade` +- public HTTP/API control surfaces +- root, OpenClaw, and Hermes Railway deploy paths that could be used outside web-auth +- lightweight CLI/test health +- README drift against the current branch + +## Working + +- The local editable package is installed and imports under the active environment. +- `python3 -m cli.main strategies` renders the current strategy catalog: 18 strategies and 3 YEX markets. +- `python3 -m cli.main setup check` runs and confirms the Hyperliquid SDK, testnet config, builder fee config, and data directory. +- `python3 -m cli.main run avellaneda_mm --mock --max-ticks 1` completes successfully and places mock orders. +- `python3 -m cli.main apex run --mock --max-ticks 1` completes successfully after the startup logging format fix in this pass. +- All 18 registered strategies import cleanly and complete a one-tick isolated mock smoke run. +- Focused auth/web-auth tests passed: `tests/test_entrypoint.py`, `tests/test_config.py`, `tests/test_web_auth.py`, and `tests/test_pair_money_cli.py`. +- Full local suite passed under the available shell: `1317 passed, 3 warnings`. +- Hosted-agent runtime entrypoints compile without the removed public deploy templates. + +## Broken Or Risky Before This Pass + +- `README.md` published direct public Railway template links. These allowed one-click deployment straight from GitHub without going through `auth.nunchi.trade`, so subscription and lifecycle checks could be bypassed. +- `deploy/openclaw-railway/src/server.js` and `deploy/hermes-railway/src/server.js` exposed `/api/pause`, `/api/resume`, and `/api/configure` without auth. Those are mutating control endpoints. +- `scripts/entrypoint.py` had optional auth for the same mutating control endpoints: if `API_AUTH_TOKEN` was unset, the endpoints were open. +- `deploy/openclaw-railway/Dockerfile` and `deploy/hermes-railway/Dockerfile` used `COPY ../../ .` while their Railway configs did not pin `dockerfilePath`. That is fragile because Docker cannot copy files outside the build context. +- `docs/api-reference.md` stated all endpoints were unauthenticated and documented pause/resume without auth headers. +- `README.md` still claimed 14 strategies and 16/13 MCP tools while the current branch exposes 18 strategies and 23 MCP tools. +- `hl jobs` was registered as a live CLI group, but it was a design-only skeleton: most commands printed `Not yet implemented — design PR only`, and the backing engines/events/custody modules raised `NotImplementedError`. +- The active local `python3` is 3.9.6 while `pyproject.toml` requires `>=3.10`; release validation should use the hosted-agent runtime environment. + +## Remediated + +- `README.md` now routes managed launch through `https://auth.nunchi.trade` and no longer contains public `railway.com/new/template` links or Railway button badges. +- `scripts/entrypoint.py` now fails closed for mutating control endpoints unless `API_AUTH_TOKEN` is set. +- Node and Python CORS allow `X-API-Token` as an alternate token header. +- `docs/api-reference.md` now distinguishes unauthenticated read endpoints from token-required mutating control endpoints. +- Public Docker/Railway deployment files were removed: root `Dockerfile`, root `railway.toml`, and the `deploy/openclaw-railway` / `deploy/hermes-railway` templates. +- `tests/test_deploy_policy.py` prevents direct Railway template links and public Docker/Railway deployment configs from returning. +- `tests/test_entrypoint.py` covers fail-closed control auth and `X-API-Token`. +- `tests/test_logging_config.py` covers the startup currency formatting that previously emitted logging errors. +- `README.md` now reflects the observed branch counts: 18 strategies, 23 MCP tools, and 1,317 passing tests. +- The nonfunctional `hl jobs` skeleton and its stale design spec were removed so the CLI no longer advertises commands that cannot run. + +## Remaining Follow-Ups + +- Re-run the full suite under Python 3.10+ or the hosted-agent runtime before release. The local shell only exposed Python 3.9.6, even though all tests passed there. +- If `auth.nunchi.trade` has a more specific hosted-agent route than the root URL, update the README launch link to that canonical URL. diff --git a/modules/market_whitelist.py b/modules/market_whitelist.py new file mode 100644 index 0000000..8a7fd5b --- /dev/null +++ b/modules/market_whitelist.py @@ -0,0 +1,53 @@ +"""MarketWhitelist — shared filter for restricting scanners to a subset of HL perps. + +Used by RADAR and PULSE to focus on a configured asset universe (e.g. TradeXYZ +HIP-3 commodity / index perps for the HOUSE-Jump preset). + +Patterns: + - Empty list = pass through (no filtering, scan all assets) + - Exact name match: ``xyz:GOLD`` + - Glob pattern: ``xyz:*`` matches any TradeXYZ HIP-3 asset + - Comma-separated env var: ``MARKET_WHITELIST=xyz:GOLD,xyz:CL,xyz:SILVER`` +""" +from __future__ import annotations + +import fnmatch +import os +from dataclasses import dataclass, field +from typing import List + + +@dataclass +class MarketWhitelist: + """Glob-aware asset filter.""" + + patterns: List[str] = field(default_factory=list) + + @property + def active(self) -> bool: + """True when the whitelist is non-empty and should restrict the universe.""" + return bool(self.patterns) + + def matches(self, asset_name: str) -> bool: + """Return True when the asset is allowed. + + Empty whitelist = allow everything (back-compat). Otherwise the asset + must match at least one pattern via shell-style glob (``fnmatch``). + """ + if not self.patterns: + return True + return any(fnmatch.fnmatchcase(asset_name, p) for p in self.patterns) + + @classmethod + def from_env(cls, env_var: str = "MARKET_WHITELIST") -> "MarketWhitelist": + """Parse comma-separated patterns from an env var. Whitespace tolerant.""" + raw = os.environ.get(env_var, "").strip() + if not raw: + return cls() + patterns = [p.strip() for p in raw.split(",") if p.strip()] + return cls(patterns=patterns) + + @classmethod + def from_list(cls, patterns: List[str]) -> "MarketWhitelist": + """Build from an explicit list (e.g. preset YAML).""" + return cls(patterns=[p for p in patterns if p]) diff --git a/modules/openrouter_usage.py b/modules/openrouter_usage.py new file mode 100644 index 0000000..5bf7e8a --- /dev/null +++ b/modules/openrouter_usage.py @@ -0,0 +1,86 @@ +"""Shared OpenRouter/OpenAI usage parsing for cost experiments.""" +from __future__ import annotations + +from typing import Any, Dict, Optional + + +def usage_value(usage: Any, *names: str) -> int: + if usage is None: + return 0 + for name in names: + value = getattr(usage, name, None) + if value is not None: + return int(value or 0) + data: Dict[str, Any] = {} + if hasattr(usage, "model_dump"): + try: + data = usage.model_dump() or {} + except Exception: + data = {} + for name in names: + if name in data: + return int(data.get(name) or 0) + return 0 + + +def usage_cost(usage: Any) -> Optional[object]: + if usage is None: + return None + cost = getattr(usage, "cost", None) + if cost is not None: + return cost + extra = getattr(usage, "model_extra", None) or {} + if isinstance(extra, dict) and extra.get("cost") is not None: + return extra.get("cost") + if hasattr(usage, "model_dump"): + return usage.model_dump().get("cost") + return None + + +def extract_cache_metrics(usage: Any, *, input_tokens: int) -> Dict[str, Any]: + if usage is None: + return {} + + usage_data: Dict[str, Any] = {} + if hasattr(usage, "model_dump"): + try: + usage_data = usage.model_dump() or {} + except Exception: + usage_data = {} + + def get_value(name: str) -> Any: + if hasattr(usage, name): + return getattr(usage, name) + return usage_data.get(name) + + prompt_details = get_value("prompt_tokens_details") or usage_data.get("prompt_tokens_details") or {} + if hasattr(prompt_details, "model_dump"): + prompt_details = prompt_details.model_dump() + elif not isinstance(prompt_details, dict): + prompt_details = { + "cached_tokens": getattr(prompt_details, "cached_tokens", None), + } + + cache_read = get_value("cache_read_input_tokens") + cache_creation = get_value("cache_creation_input_tokens") + cached_tokens = prompt_details.get("cached_tokens") + cache_savings = get_value("cache_savings_usd") or get_value("cache_discount_usd") + + if cache_read is None and cached_tokens is None and cache_creation is None and cache_savings is None: + return {} + + cache_read_int = int(cache_read or 0) + cache_creation_int = int(cache_creation or 0) + cached_int = int(cached_tokens if cached_tokens is not None else cache_read_int) + uncached_input_tokens = max(0, int(input_tokens or 0) - cached_int) + cache_hit_rate = (cached_int / input_tokens) if input_tokens else 0.0 + metrics: Dict[str, Any] = { + "cache_read_input_tokens": cache_read_int, + "cache_creation_input_tokens": cache_creation_int, + "cached_tokens": cached_int, + "uncached_input_tokens": uncached_input_tokens, + "cache_hit_rate": round(cache_hit_rate, 6), + } + if cache_savings is not None: + metrics["cache_savings_usd"] = cache_savings + return metrics diff --git a/modules/pulse_webhook.py b/modules/pulse_webhook.py new file mode 100644 index 0000000..08de6b3 --- /dev/null +++ b/modules/pulse_webhook.py @@ -0,0 +1,139 @@ +"""PulseSignalWebhook — fires outbound HTTP POSTs on qualifying Pulse signals. + +D7 from the HOUSE unified-demo plan. PulseEngine stays stateless; this module +is the side-effect sink that the runner invokes after each scan. + +Default target is ECC's `/api/lab/launch` endpoint, which spawns an +autoresearch agent on the asset. Per-signal idempotency via an in-memory +dedupe window (asset + tier + scan_time bucket). + +Failures are swallowed and logged — webhook delivery is best-effort and must +never block the scan loop. +""" +from __future__ import annotations + +import json +import logging +import threading +import time +import urllib.error +import urllib.request +from typing import Iterable, Set + +from modules.pulse_config import PulseConfig +from modules.pulse_state import PulseSignal + + +log = logging.getLogger("pulse_webhook") + + +class PulseSignalWebhook: + """Best-effort outbound webhook for Pulse signals. + + Threading: each fire goes on a daemon thread so the scan loop never blocks. + Dedup: a 5-minute window keyed on `(asset, signal_type)` prevents the same + signal from re-launching autoresearch on every tick. + """ + + def __init__(self, config: PulseConfig, dedup_window_sec: float = 300.0): + self.config = config + self.dedup_window_sec = dedup_window_sec + self._recent: dict[tuple[str, str], float] = {} + self._lock = threading.Lock() + + @property + def enabled(self) -> bool: + return bool(self.config.webhook_url) + + def fire_for_signals(self, signals: Iterable[PulseSignal]) -> int: + """POST each qualifying signal to the configured webhook. Returns + the count of signals dispatched (after gating + dedup).""" + if not self.enabled: + return 0 + + gate = self.config.webhook_min_confidence + sent: Set[tuple[str, str]] = set() + now = time.time() + + for sig in signals: + if sig.confidence < gate: + continue + key = (sig.asset, sig.signal_type) + with self._lock: + last = self._recent.get(key, 0.0) + if now - last < self.dedup_window_sec: + continue + self._recent[key] = now + sent.add(key) + self._dispatch_async(sig) + + # Compact dedupe map opportunistically. + if len(self._recent) > 500: + cutoff = now - self.dedup_window_sec + with self._lock: + self._recent = { + k: v for k, v in self._recent.items() if v >= cutoff + } + + return len(sent) + + # ---------- internals ---------- + + def _dispatch_async(self, sig: PulseSignal) -> None: + t = threading.Thread( + target=self._dispatch_sync, + args=(sig,), + daemon=True, + name=f"pulse-webhook-{sig.asset}", + ) + t.start() + + def _dispatch_sync(self, sig: PulseSignal) -> None: + url = self.config.webhook_url + payload = { + "source": "pulse", + "asset": sig.asset, + "signal_type": sig.signal_type, + "direction": sig.direction, + "confidence": sig.confidence, + "oi_delta_pct": sig.oi_delta_pct, + "volume_surge_ratio": sig.volume_surge_ratio, + "funding_shift": sig.funding_shift, + "is_erratic": sig.is_erratic, + "fired_at_ms": int(time.time() * 1000), + } + body = json.dumps(payload).encode("utf-8") + + headers = {"Content-Type": "application/json"} + if self.config.webhook_auth_token: + headers["Authorization"] = f"Bearer {self.config.webhook_auth_token}" + + req = urllib.request.Request( + url, data=body, headers=headers, method="POST", + ) + + try: + with urllib.request.urlopen( + req, timeout=self.config.webhook_timeout_sec, + ) as resp: + status = resp.status + if 200 <= status < 300: + log.info( + "webhook ok asset=%s tier=%s status=%d", + sig.asset, sig.signal_type, status, + ) + else: + log.warning( + "webhook non-2xx asset=%s tier=%s status=%d", + sig.asset, sig.signal_type, status, + ) + except urllib.error.URLError as err: + log.warning( + "webhook failed asset=%s tier=%s err=%s", + sig.asset, sig.signal_type, err, + ) + except Exception as err: # noqa: BLE001 — best-effort sink + log.warning( + "webhook unexpected error asset=%s tier=%s err=%s", + sig.asset, sig.signal_type, err, + ) diff --git a/railpack.json b/railpack.json new file mode 100644 index 0000000..7d16c73 --- /dev/null +++ b/railpack.json @@ -0,0 +1,6 @@ +{ + "$schema": "https://schema.railpack.com", + "deploy": { + "startCommand": "python3 scripts/entrypoint.py" + } +} diff --git a/scripts/build_roadmap.md b/scripts/build_roadmap.md new file mode 100644 index 0000000..3757d91 --- /dev/null +++ b/scripts/build_roadmap.md @@ -0,0 +1,102 @@ +# Agent-CLI Autonomous Build Script + +You are building the agent-cli roadmap. Work through each phase sequentially. +After each phase: run tests, commit if passing, move to next phase. +Do NOT push to GitHub — only local commits on branch `safety/phase-2.5`. + +## Current state +- Phase 2.5a (Reconciliation): DONE ✅ — committed +- Branch: `safety/phase-2.5` +- All 331 tests passing + +## Remaining phases to build (in order) + +### Phase 2.5b: Exchange-Level SL Sync +Files to modify/create: +- `cli/hl_adapter.py` — add `place_trigger_order()` + `cancel_trigger_order()` to DirectHLProxy and DirectMockProxy +- `modules/guard_state.py` — add `exchange_sl_oid: str = ""` field to GuardState +- `modules/guard_bridge.py` — add `sync_exchange_sl(hl, instrument)` and `cancel_exchange_sl(hl, instrument)` +- `skills/apex/scripts/standalone_runner.py` — sync on entry/tier change, cancel on close, leave on shutdown +- `cli/engine.py` — same pattern for TradingEngine +- `skills/guard/scripts/standalone_runner.py` — same for standalone GUARD +- `tests/test_exchange_sl.py` — ~8 tests + +HL SDK trigger order call: +```python +exchange.order(coin, is_buy, sz, limit_px, + order_type={"trigger": {"triggerPx": trigger_px, "isMarket": True, "tpsl": "sl"}}, + reduce_only=True) +``` + +Design: Exchange SL is safety net. GUARD still runs client-side. On SIGINT/SIGTERM, LEAVE SL in place. +Sync triggers: GUARD created → place at phase1 floor; TIER_CHANGED → cancel old + place new; close → cancel; startup → place if missing. +Failure to place/cancel = warning log, does not break GUARD. + +### Phase 2.5c: State File Archiving +Files: +- NEW `modules/archiver.py` — StateArchiver class +- MODIFY `skills/apex/scripts/standalone_runner.py` — call archiver in _close_slot() +- MODIFY `cli/engine.py` — call archiver in _guard_close_position() +- MODIFY `cli/commands/apex.py` — add `hl apex archive [--days N] [--dry-run]` +- NEW `tests/test_archiver.py` — ~6 tests + +Archive to `data/archive/{YYYY-MM-DD}/`. Never touch trades.jsonl. + +### Phase 3b: Phase 1 Auto-Cut +Files: +- MODIFY `modules/trailing_stop.py` — time checks in Phase 1 evaluate() +- MODIFY `modules/guard_config.py` — phase1_max_duration_ms (5400000), phase1_weak_peak_ms (2700000), phase1_weak_peak_min_roe (3.0) +- MODIFY `modules/guard_state.py` — phase1_start_ts field +- MODIFY `modules/apex_engine.py` — handle PHASE1_TIMEOUT and WEAK_PEAK_CUT +- MODIFY `tests/test_trailing_stop.py` — ~6 new tests + +### Phase 3d: Rotation Cooldown +Files: +- MODIFY `modules/apex_engine.py` — age check before conviction collapse + stagnation +- MODIFY `modules/apex_state.py` — close_ts field, cooldown check in get_empty_slot() +- MODIFY `modules/apex_config.py` — min_hold_ms (2700000), slot_cooldown_ms (300000) +- MODIFY `tests/test_apex_engine.py` — ~6 new tests + +Min hold does NOT override: GUARD exits, hard stop, daily loss. Only gates: conviction collapse, stagnation. + +### Phase 3e: Risk Guardian Gate Machine +Files: +- MODIFY `parent/risk_manager.py` — RiskGate enum (OPEN/COOLDOWN/CLOSED), replace safe_mode +- MODIFY `modules/apex_engine.py` — check risk_gate before entries +- MODIFY `modules/apex_config.py` — cooldown_duration_ms, cooldown_trigger_losses, cooldown_drawdown_pct +- MODIFY `cli/commands/apex.py` — hl apex risk, hl apex risk reset +- MODIFY `modules/reflect_engine.py` — track cooldown frequency +- NEW `tests/test_risk_guardian.py` — ~10 tests + +### Phase 3c: ALO Fee Optimization +Files: +- MODIFY `cli/hl_adapter.py` — ALO validation, cross-spread fallback +- MODIFY `skills/apex/scripts/standalone_runner.py` — ALO for entries +- MODIFY `modules/apex_config.py` — entry_order_type: "Alo" +- MODIFY `modules/reflect_engine.py` — track maker fill ratio +- MODIFY `tests/test_engine_strategies.py` + +### Phase 3a: FIRST_JUMP Signal Taxonomy +Files: +- MODIFY `modules/pulse_engine.py` — 5-tier classifier +- MODIFY `modules/pulse_config.py` — per-tier thresholds, sector mapping +- MODIFY `modules/pulse_state.py` — signal_tier field +- MODIFY `modules/apex_engine.py` — tier-based entry priority +- MODIFY `modules/apex_config.py` — per-tier thresholds +- NEW `tests/test_signal_taxonomy.py` — ~12 tests + +5-tier: FIRST_JUMP(100) > CONTRIB_EXPLOSION(95) > IMMEDIATE_MOVER(80) > NEW_ENTRY_DEEP(65) > DEEP_CLIMBER(55) + +## Instructions for each phase +1. Read ALL files you need to modify before making changes +2. Write code following existing patterns (dataclass models, pure engines, guard bridges) +3. Run `python3 -m pytest tests/ -v --tb=short` after each phase +4. Only commit if ALL tests pass +5. Commit message format: `feat: (Phase X.Y)` +6. After committing, move to next phase +7. Do NOT push to GitHub + +## Test command +```bash +cd ~/agent-cli && python3 -m pytest tests/ -v --tb=short +``` diff --git a/scripts/cache_savings_experiment.py b/scripts/cache_savings_experiment.py new file mode 100644 index 0000000..b00d9df --- /dev/null +++ b/scripts/cache_savings_experiment.py @@ -0,0 +1,134 @@ +#!/usr/bin/env python3 +"""Measure prompt-cache hit rate and savings for hosted-agent pricing. + +Runs a stable system prompt with repeated user ticks so later calls can reuse +provider prompt cache. Writes rows to cost_ledger.jsonl via CostMeter. +""" +from __future__ import annotations + +import argparse +import os +import sys +import time +from pathlib import Path +from typing import List + +ROOT = Path(__file__).resolve().parent.parent +if str(ROOT) not in sys.path: + sys.path.insert(0, str(ROOT)) + +from modules.cost_metering import CostMeter # noqa: E402 +from modules.openrouter_usage import extract_cache_metrics, usage_cost, usage_value # noqa: E402 + + +SYSTEM_PROMPT = """\ +You are a hosted Hyperliquid monitoring agent. Keep answers short. +Use the same operational context every tick: +- Venue: Hyperliquid testnet +- Instruments: ETH-PERP, osrs:BTCSWP +- Risk: alert on drift, stale data, or abnormal funding +- Output: one sentence status only +""" + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser(description="Measure OpenRouter prompt cache savings") + parser.add_argument("--rounds", type=int, default=6, help="Number of repeated heartbeat calls") + parser.add_argument("--model", default=os.environ.get("AI_MODEL", "openai/gpt-4o-mini")) + parser.add_argument("--sleep-seconds", type=float, default=1.0) + parser.add_argument("--experiment-id", default=os.environ.get("NUNCHI_EXPERIMENT_ID", "")) + parser.add_argument("--data-dir", default=os.environ.get("NUNCHI_COST_DATA_DIR", "data/cache_experiment")) + return parser.parse_args() + + +def main() -> int: + args = parse_args() + if not args.experiment_id: + raise SystemExit("Set NUNCHI_EXPERIMENT_ID before running cache_savings_experiment.py") + + api_key = os.environ.get("OPENROUTER_API_KEY") or os.environ.get("AI_API_KEY") + if not api_key: + raise SystemExit("OPENROUTER_API_KEY or AI_API_KEY is required") + + os.environ.setdefault("NUNCHI_EXPERIMENT_ID", args.experiment_id) + os.environ.setdefault("NUNCHI_JOB_TYPE", "cache_experiment") + os.environ.setdefault("NUNCHI_COST_DATA_DIR", args.data_dir) + + import openai + + client = openai.OpenAI( + api_key=api_key, + base_url="https://openrouter.ai/api/v1", + default_headers={ + "HTTP-Referer": os.environ.get("OPENROUTER_HTTP_REFERER", "https://agent.nunchi.trade"), + "X-Title": os.environ.get("OPENROUTER_APP_TITLE", "Nunchi Cache Savings Experiment"), + }, + ) + + meter = CostMeter.from_env("cache_savings_experiment") + if meter is None: + raise SystemExit("CostMeter disabled; set NUNCHI_EXPERIMENT_ID") + + summaries: List[dict] = [] + for tick in range(1, args.rounds + 1): + user_prompt = ( + f"Tick {tick}: report portfolio heartbeat status. " + f"Funding stable, position flat, no action required." + ) + started = time.time() + response = client.chat.completions.create( + model=args.model, + messages=[ + {"role": "system", "content": SYSTEM_PROMPT}, + {"role": "user", "content": user_prompt}, + ], + temperature=0, + max_tokens=64, + ) + elapsed_ms = (time.time() - started) * 1000 + usage = response.usage + input_tokens = usage_value(usage, "prompt_tokens", "input_tokens") + output_tokens = usage_value(usage, "completion_tokens", "output_tokens") + cache_metrics = extract_cache_metrics(usage, input_tokens=input_tokens) + decision_call_id = f"cache_savings_experiment:{meter.context.run_id}:tick-{tick}" + meter.record_llm_call( + provider="openrouter", + requested_model=args.model, + resolved_model=getattr(response, "model", None) or args.model, + route=args.model, + input_tokens=input_tokens, + output_tokens=output_tokens, + tick_index=tick, + elapsed_ms=elapsed_ms, + decision_call_id=decision_call_id, + actual_usd_cost=usage_cost(usage), + route_metadata={"generation_id": getattr(response, "id", None)}, + **cache_metrics, + ) + summary = { + "tick": tick, + "input_tokens": input_tokens, + "cached_tokens": cache_metrics.get("cached_tokens", 0), + "cache_hit_rate": cache_metrics.get("cache_hit_rate", 0.0), + "cache_savings_usd": cache_metrics.get("cache_savings_usd"), + "usd_cost": usage_cost(usage), + } + summaries.append(summary) + print( + f"tick={tick} input={input_tokens} cached={summary['cached_tokens']} " + f"hit_rate={summary['cache_hit_rate']} cost={summary['usd_cost']}" + ) + if tick < args.rounds and args.sleep_seconds > 0: + time.sleep(args.sleep_seconds) + + cached_total = sum(int(row.get("cached_tokens") or 0) for row in summaries) + input_total = sum(int(row.get("input_tokens") or 0) for row in summaries) + hit_rate = (cached_total / input_total) if input_total else 0.0 + print(f"Aggregate cache hit rate: {hit_rate:.2%} ({cached_total}/{input_total} tokens)") + print(f"Ledgers written under: {args.data_dir}") + print(f"Aggregate with: python scripts/pricing_aggregate.py --input-dir {args.data_dir}") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/scripts/funded_btcswp_combined_run.py b/scripts/funded_btcswp_combined_run.py index 454e81c..4974b9a 100644 --- a/scripts/funded_btcswp_combined_run.py +++ b/scripts/funded_btcswp_combined_run.py @@ -9,43 +9,59 @@ from __future__ import annotations import argparse +import json import os import subprocess import sys import time +import urllib.request from pathlib import Path -from typing import Optional +from typing import Any, Dict, List, Optional ROOT = Path(__file__).resolve().parent.parent if str(ROOT) not in sys.path: sys.path.insert(0, str(ROOT)) from modules.cost_metering import CostMeter, ExperimentContext # noqa: E402 +from modules.openrouter_usage import extract_cache_metrics, usage_cost, usage_value # noqa: E402 -def _usage_value(usage, *names: str) -> int: - for name in names: - value = getattr(usage, name, None) - if value is not None: - return int(value or 0) - if hasattr(usage, "model_dump"): - data = usage.model_dump() - for name in names: - if name in data: - return int(data.get(name) or 0) - return 0 +def _hyperliquid_info(payload: dict, *, testnet: bool = True) -> Any: + base = "https://api.hyperliquid-testnet.xyz" if testnet else "https://api.hyperliquid.xyz" + body = json.dumps(payload).encode() + req = urllib.request.Request( + f"{base}/info", + data=body, + headers={"Content-Type": "application/json"}, + method="POST", + ) + with urllib.request.urlopen(req, timeout=20) as resp: + return json.loads(resp.read().decode("utf-8")) + +def _recent_fills(address: str, *, coin: str, testnet: bool = True, limit: int = 20) -> List[dict]: + fills = _hyperliquid_info({"type": "userFills", "user": address, "aggregateByTime": True}, testnet=testnet) + if not isinstance(fills, list): + return [] + matched = [fill for fill in fills if str(fill.get("coin", "")).upper() == coin.upper()] + return matched[:limit] -def _usage_cost(usage) -> Optional[object]: - cost = getattr(usage, "cost", None) - if cost is not None: - return cost - if hasattr(usage, "model_extra"): - cost = usage.model_extra.get("cost") - if cost is not None: - return cost - if hasattr(usage, "model_dump"): - return usage.model_dump().get("cost") + +def _wait_for_fill( + *, + address: str, + coin: str, + started_ms: int, + timeout_seconds: float, + testnet: bool, +) -> Optional[dict]: + deadline = time.time() + timeout_seconds + while time.time() < deadline: + for fill in _recent_fills(address, coin=coin, testnet=testnet): + fill_time = int(fill.get("time") or 0) + if fill_time >= started_ms - 5_000: + return fill + time.sleep(1.0) return None @@ -86,6 +102,9 @@ def _record_openrouter_decision(args: argparse.Namespace, decision_call_id: str) elapsed_ms = (time.time() - started) * 1000 usage = response.usage generation_id = getattr(response, "id", None) + input_tokens = usage_value(usage, "prompt_tokens", "input_tokens") + output_tokens = usage_value(usage, "completion_tokens", "output_tokens") + cache_metrics = extract_cache_metrics(usage, input_tokens=input_tokens) meter = CostMeter.from_env("funded_btcswp_combined_run") if meter is not None and usage is not None: @@ -95,15 +114,19 @@ def _record_openrouter_decision(args: argparse.Namespace, decision_call_id: str) requested_model=args.model, resolved_model=resolved_model, route=args.model, - input_tokens=_usage_value(usage, "prompt_tokens", "input_tokens"), - output_tokens=_usage_value(usage, "completion_tokens", "output_tokens"), + input_tokens=input_tokens, + output_tokens=output_tokens, tick_index=args.tick_index, elapsed_ms=elapsed_ms, decision_call_id=decision_call_id, - actual_usd_cost=_usage_cost(usage), + actual_usd_cost=usage_cost(usage), route_metadata={"generation_id": generation_id} if generation_id else None, + **cache_metrics, ) - print(f"Recorded LLM decision {decision_call_id} generation={generation_id or 'unknown'}") + print( + f"Recorded LLM decision {decision_call_id} generation={generation_id or 'unknown'} " + f"cached={cache_metrics.get('cached_tokens', 0)} cost={usage_cost(usage)}" + ) return generation_id @@ -115,7 +138,7 @@ def _run_trade( decision_call_id: str, generation_id: Optional[str], tif: str, -) -> None: +) -> subprocess.CompletedProcess: env = os.environ.copy() if key_env_name: private_key = env.get(key_env_name) @@ -152,7 +175,7 @@ def _run_trade( if args.dry_run or not args.confirm: cmd.append("--dry-run") - print("Running:", " ".join(cmd[:3] + ["...", *cmd[4:]])) + print("Running:", " ".join(cmd)) result = subprocess.run(cmd, cwd=str(ROOT), env=env, text=True, capture_output=True, timeout=120) if result.stdout: print(result.stdout.strip()) @@ -160,6 +183,7 @@ def _run_trade( print(result.stderr.strip(), file=sys.stderr) if result.returncode != 0: raise SystemExit(result.returncode) + return result def parse_args() -> argparse.Namespace: @@ -170,7 +194,7 @@ def parse_args() -> argparse.Namespace: parser.add_argument("--price", type=float, required=True) parser.add_argument("--max-notional-usd", type=float, default=25.0) parser.add_argument("--tick-index", type=int, default=1) - parser.add_argument("--model", default=os.environ.get("AI_MODEL", "openrouter/auto")) + parser.add_argument("--model", default=os.environ.get("AI_MODEL", "openai/gpt-4o-mini")) parser.add_argument("--confirm", action="store_true", help="Submit live orders. Default is dry-run.") parser.add_argument("--dry-run", action="store_true", help="Force dry-run trade calls.") parser.add_argument("--mainnet", action="store_true", help="Use mainnet. Default is testnet.") @@ -178,6 +202,11 @@ def parse_args() -> argparse.Namespace: parser.add_argument("--maker-taker", action="store_true", help="Place maker ALO then taker IOC using env-key names.") parser.add_argument("--maker-key-env", default="HL_TESTNET_MAKER_PRIVATE_KEY") parser.add_argument("--taker-key-env", default="HL_TESTNET_TAKER_PRIVATE_KEY") + parser.add_argument("--maker-address-env", default="HL_TESTNET_MAKER_ADDRESS") + parser.add_argument("--taker-address-env", default="HL_TESTNET_TAKER_ADDRESS") + parser.add_argument("--validate-fills", action="store_true", help="Poll Hyperliquid fills after live trades.") + parser.add_argument("--fill-timeout-seconds", type=float, default=20.0) + parser.add_argument("--data-dir", default=os.environ.get("NUNCHI_COST_DATA_DIR", "data/funded_combined_run")) return parser.parse_args() @@ -185,10 +214,16 @@ def main() -> int: args = parse_args() if args.mainnet and not args.confirm: raise SystemExit("Mainnet requires --confirm.") + + os.environ.setdefault("NUNCHI_EXPERIMENT_ID", os.environ.get("NUNCHI_EXPERIMENT_ID", "funded_btcswp_combined_run")) + os.environ.setdefault("NUNCHI_JOB_TYPE", "taker") + os.environ.setdefault("NUNCHI_COST_DATA_DIR", args.data_dir) + context = ExperimentContext.from_env("funded_btcswp_combined_run") run_id = context.run_id if context.enabled else os.environ.get("NUNCHI_RUN_ID", f"manual-{int(time.time())}") decision_call_id = f"funded_btcswp_combined_run:{run_id}:tick-{args.tick_index}" generation_id = _record_openrouter_decision(args, decision_call_id) + started_ms = int(time.time() * 1000) if args.maker_taker: maker_side = "sell" if args.side == "buy" else "buy" @@ -208,6 +243,7 @@ def main() -> int: generation_id=generation_id, tif="Ioc", ) + validate_address = os.environ.get(args.taker_address_env, "") else: _run_trade( args=args, @@ -217,6 +253,35 @@ def main() -> int: generation_id=generation_id, tif="Ioc", ) + validate_address = os.environ.get("HL_ADDRESS", "") + + if args.validate_fills and args.confirm and validate_address: + fill = _wait_for_fill( + address=validate_address, + coin=args.instrument.split(":")[-1] if ":" in args.instrument else args.instrument, + started_ms=started_ms, + timeout_seconds=args.fill_timeout_seconds, + testnet=not args.mainnet, + ) + if fill: + print( + "Validated fill:", + json.dumps( + { + "coin": fill.get("coin"), + "px": fill.get("px"), + "sz": fill.get("sz"), + "side": fill.get("side"), + "time": fill.get("time"), + }, + sort_keys=True, + ), + ) + else: + print("WARN: no recent fill observed within timeout; execution may still have succeeded asynchronously") + + print(f"Validate ledgers: python scripts/validate_combined_ledger.py --input-dir {args.data_dir}") + print(f"Aggregate report: python scripts/pricing_aggregate.py --input-dir {args.data_dir}") return 0 diff --git a/scripts/pricing_experiment_suite.py b/scripts/pricing_experiment_suite.py new file mode 100644 index 0000000..219d899 --- /dev/null +++ b/scripts/pricing_experiment_suite.py @@ -0,0 +1,147 @@ +#!/usr/bin/env python3 +"""Run bounded pricing experiments and emit aggregate reports.""" +from __future__ import annotations + +import argparse +import os +import subprocess +import sys +import time +import uuid +from pathlib import Path + + +ROOT = Path(__file__).resolve().parent.parent + + +def _run(cmd: list[str], *, env: dict | None = None) -> int: + print("+", " ".join(cmd)) + result = subprocess.run(cmd, cwd=str(ROOT), env=env) + return result.returncode + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser(description="Run hosted-agent pricing experiment suite") + parser.add_argument( + "--suite", + choices=["cache", "monitoring", "hedge_heartbeat", "combined_dry_run", "all"], + default="all", + ) + parser.add_argument("--experiment-id", default=f"pricing-suite-{time.strftime('%Y%m%d')}-{uuid.uuid4().hex[:6]}") + parser.add_argument("--data-root", default="data/pricing_suite") + parser.add_argument("--skip-live", action="store_true", help="Skip OpenRouter live calls") + parser.add_argument("--combined-price", type=float, default=24000.0) + return parser.parse_args() + + +def main() -> int: + args = parse_args() + root = Path(args.data_root) / args.experiment_id + root.mkdir(parents=True, exist_ok=True) + env = os.environ.copy() + env.setdefault("HL_TESTNET", "true") + exit_code = 0 + + if args.suite in {"cache", "all"} and not args.skip_live: + cache_dir = root / "cache" + code = _run( + [ + sys.executable, + "scripts/cache_savings_experiment.py", + "--rounds", + "6", + "--experiment-id", + f"{args.experiment_id}-cache", + "--data-dir", + str(cache_dir), + ], + env={**env, "NUNCHI_EXPERIMENT_ID": f"{args.experiment_id}-cache", "NUNCHI_COST_DATA_DIR": str(cache_dir)}, + ) + exit_code = exit_code or code + _run([sys.executable, "scripts/pricing_aggregate.py", "--input-dir", str(cache_dir)]) + + if args.suite in {"monitoring", "all"}: + monitoring_dir = root / "monitoring" + monitoring_experiment = f"{args.experiment_id}-monitoring" + code = _run( + [ + sys.executable, + "scripts/pricing_loop.py", + "run", + "--scenario", + "pilot_monitoring", + "--agents", + "1", + "--duration-seconds", + "60", + "--tick", + "10", + "--data-dir", + str(monitoring_dir), + "--experiment-id", + monitoring_experiment, + ], + env=env, + ) + exit_code = exit_code or code + for run_dir in monitoring_dir.rglob("cost_ledger.jsonl"): + _run([sys.executable, "scripts/pricing_aggregate.py", "--input-dir", str(run_dir.parent.parent)]) + + if args.suite in {"hedge_heartbeat", "all"}: + hedge_dir = root / "hedge_heartbeat" + hedge_experiment = f"{args.experiment_id}-hedge" + code = _run( + [ + sys.executable, + "scripts/pricing_loop.py", + "run", + "--scenario", + "pilot_hedge_heartbeat", + "--agents", + "1", + "--duration-seconds", + "60", + "--tick", + "10", + "--data-dir", + str(hedge_dir), + "--experiment-id", + hedge_experiment, + ], + env=env, + ) + exit_code = exit_code or code + for run_dir in hedge_dir.rglob("cost_ledger.jsonl"): + _run([sys.executable, "scripts/pricing_aggregate.py", "--input-dir", str(run_dir.parent.parent)]) + + if args.suite in {"combined_dry_run", "all"}: + combined_dir = root / "combined" + combined_dir.mkdir(parents=True, exist_ok=True) + combined_env = { + **env, + "NUNCHI_EXPERIMENT_ID": f"{args.experiment_id}-combined", + "NUNCHI_COST_DATA_DIR": str(combined_dir), + } + combined_cmd = [ + sys.executable, + "scripts/funded_btcswp_combined_run.py", + "--price", + str(args.combined_price), + "--dry-run", + "--data-dir", + str(combined_dir), + ] + if args.skip_live: + combined_cmd.append("--skip-llm") + code = _run(combined_cmd, env=combined_env) + exit_code = exit_code or code + if not args.skip_live: + _run([sys.executable, "scripts/validate_combined_ledger.py", "--input-dir", str(combined_dir)]) + _run([sys.executable, "scripts/pricing_aggregate.py", "--input-dir", str(combined_dir)]) + + print(f"Experiment suite complete under {root}") + return exit_code + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/scripts/pricing_loop.py b/scripts/pricing_loop.py new file mode 100644 index 0000000..0584440 --- /dev/null +++ b/scripts/pricing_loop.py @@ -0,0 +1,256 @@ +#!/usr/bin/env python3 +"""Run hosted-agent pricing qualification scenarios. + +Examples: + python scripts/pricing_loop.py run --scenario pilot_taker --mock --duration-seconds 300 + python scripts/pricing_loop.py run --scenario pilot_monitoring --agents 3 --duration-seconds 86400 +""" +from __future__ import annotations + +import argparse +import json +import os +import signal +import subprocess +import sys +import time +import uuid +from pathlib import Path +from typing import Dict, List, Optional + + +SCENARIOS: Dict[str, Dict[str, object]] = { + "pilot_taker": { + "agents": 3, + "strategy": "ai_agent", + "job_type": "taker", + "model": "openai/gpt-4o-mini", + }, + "pilot_taker_control": { + "agents": 1, + "strategy": "aggressive_taker", + "job_type": "taker_control", + "model": None, + }, + "pilot_monitoring": { + "agents": 3, + "strategy": "strategies.llm_monitoring:LLMMonitoringStrategy", + "job_type": "monitoring", + "model": "inclusionai/ling-2.6-flash", + }, + "pilot_hedge_heartbeat": { + "agents": 1, + "strategy": "strategies.llm_monitoring:LLMMonitoringStrategy", + "job_type": "hedge_heartbeat", + "model": "openai/gpt-4.1-mini", + }, + "full_taker": { + "agents": 10, + "strategy": "ai_agent", + "job_type": "taker", + "model": "openai/gpt-4o-mini", + }, + "full_monitoring": { + "agents": 10, + "strategy": "strategies.llm_monitoring:LLMMonitoringStrategy", + "job_type": "monitoring", + "model": "inclusionai/ling-2.6-flash", + }, +} + + +def _append_jsonl(path: Path, record: dict) -> None: + path.parent.mkdir(parents=True, exist_ok=True) + with path.open("a") as f: + f.write(json.dumps(record, default=str) + "\n") + + +def _terminate(proc: subprocess.Popen, grace_seconds: float = 10.0) -> None: + if proc.poll() is not None: + return + proc.terminate() + try: + proc.wait(timeout=grace_seconds) + except subprocess.TimeoutExpired: + proc.kill() + proc.wait(timeout=5) + + +def _build_child_cmd(args: argparse.Namespace, strategy: str, model: Optional[str], data_dir: Path) -> List[str]: + cmd = [ + sys.executable, + "-m", + "cli.main", + "run", + strategy, + "--instrument", + args.instrument, + "--tick", + str(args.tick), + "--data-dir", + str(data_dir), + "--fresh", + ] + if args.max_ticks: + cmd.extend(["--max-ticks", str(args.max_ticks)]) + if args.mock: + cmd.append("--mock") + if args.dry_run: + cmd.append("--dry-run") + if args.mainnet: + cmd.append("--mainnet") + if model: + cmd.extend(["--model", model]) + return cmd + + +def run(args: argparse.Namespace) -> int: + scenario = dict(SCENARIOS[args.scenario]) + agent_count = args.agents or int(scenario["agents"]) + strategy = str(args.strategy or scenario["strategy"]) + job_type = str(args.job_type or scenario["job_type"]) + model = args.model if args.model is not None else scenario.get("model") + model = str(model) if model else None + + experiment_id = args.experiment_id or f"{time.strftime('%Y%m%d')}-{args.scenario}-{uuid.uuid4().hex[:8]}" + run_id = args.run_id or uuid.uuid4().hex[:12] + run_dir = Path(args.data_dir) / experiment_id / run_id + supervisor_log = run_dir / "supervisor_events.jsonl" + incident_log = run_dir / "incident_ledger.jsonl" + + if args.mainnet or os.environ.get("HL_TESTNET", "true").lower() == "false": + print("Refusing to run pricing qualification loop outside testnet.", file=sys.stderr) + return 2 + + project_root = Path(__file__).resolve().parent.parent + children: List[subprocess.Popen] = [] + + print(f"Starting scenario={args.scenario} experiment_id={experiment_id} run_id={run_id}") + print(f"Run directory: {run_dir}") + + for idx in range(agent_count): + agent_id = f"{job_type}-{idx + 1:02d}" + agent_dir = run_dir / agent_id + env = os.environ.copy() + env.update({ + "PYTHONPATH": str(project_root), + "HL_TESTNET": "true", + "DATA_DIR": str(agent_dir), + "NUNCHI_EXPERIMENT_ID": experiment_id, + "NUNCHI_RUN_ID": run_id, + "NUNCHI_AGENT_ID": agent_id, + "NUNCHI_JOB_TYPE": job_type, + "NUNCHI_COST_DATA_DIR": str(agent_dir), + "NUNCHI_RUNTIME_LEDGER_PATH": str(agent_dir / "agent_runtime_ledger.jsonl"), + "NUNCHI_INCIDENT_LEDGER_PATH": str(agent_dir / "incident_ledger.jsonl"), + }) + cmd = _build_child_cmd(args, strategy, model, agent_dir) + stdout_path = agent_dir / "stdout.log" + stdout_path.parent.mkdir(parents=True, exist_ok=True) + stdout = stdout_path.open("a") + proc = subprocess.Popen( + cmd, + cwd=project_root, + env=env, + stdout=stdout, + stderr=subprocess.STDOUT, + text=True, + ) + children.append(proc) + _append_jsonl(supervisor_log, { + "ts": int(time.time() * 1000), + "event_type": "child_started", + "experiment_id": experiment_id, + "run_id": run_id, + "agent_id": agent_id, + "job_type": job_type, + "strategy": strategy, + "model": model, + "pid": proc.pid, + "data_dir": str(agent_dir), + "cmd": cmd, + }) + + deadline = time.time() + args.duration_seconds if args.duration_seconds else None + exit_code = 0 + + try: + while True: + all_done = True + for idx, proc in enumerate(children): + agent_id = f"{job_type}-{idx + 1:02d}" + status = proc.poll() + if status is None: + all_done = False + continue + if status != 0: + exit_code = status + _append_jsonl(incident_log, { + "ts": int(time.time() * 1000), + "experiment_id": experiment_id, + "run_id": run_id, + "agent_id": agent_id, + "job_type": job_type, + "failure_type": "child_exit_nonzero", + "severity": "critical", + "description": f"Child process exited with code {status}", + "impact_on_cost_data": "run ended before duration completed", + "recoverable": True, + "rerun_required": True, + "fix_owner": "", + "status": "open", + }) + if args.stop_on_failure: + raise KeyboardInterrupt + if all_done: + break + if deadline and time.time() >= deadline: + break + time.sleep(args.poll_seconds) + except KeyboardInterrupt: + print("Stopping children...") + finally: + for proc in children: + _terminate(proc) + _append_jsonl(supervisor_log, { + "ts": int(time.time() * 1000), + "event_type": "run_finished", + "experiment_id": experiment_id, + "run_id": run_id, + "exit_code": exit_code, + }) + + print(f"Pricing loop run complete: {run_dir}") + print(f"Aggregate with: python scripts/pricing_aggregate.py --input-dir {run_dir}") + return exit_code + + +def main() -> int: + parser = argparse.ArgumentParser(description="Hosted-agent pricing qualification loop") + sub = parser.add_subparsers(dest="command", required=True) + run_parser = sub.add_parser("run", help="Run a pricing qualification scenario") + run_parser.add_argument("--scenario", choices=sorted(SCENARIOS), required=True) + run_parser.add_argument("--agents", type=int) + run_parser.add_argument("--strategy") + run_parser.add_argument("--job-type") + run_parser.add_argument("--model") + run_parser.add_argument("--instrument", default="ETH-PERP") + run_parser.add_argument("--tick", type=float, default=10.0) + run_parser.add_argument("--max-ticks", type=int, default=0) + run_parser.add_argument("--duration-seconds", type=int, default=0) + run_parser.add_argument("--poll-seconds", type=float, default=5.0) + run_parser.add_argument("--data-dir", default="data/pricing") + run_parser.add_argument("--experiment-id") + run_parser.add_argument("--run-id") + run_parser.add_argument("--mock", action="store_true") + run_parser.add_argument("--dry-run", action="store_true") + run_parser.add_argument("--mainnet", action="store_true") + run_parser.add_argument("--stop-on-failure", action="store_true", default=True) + run_parser.set_defaults(func=run) + + args = parser.parse_args() + return args.func(args) + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/scripts/validate_combined_ledger.py b/scripts/validate_combined_ledger.py new file mode 100644 index 0000000..fe25c10 --- /dev/null +++ b/scripts/validate_combined_ledger.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python3 +"""Validate that cost, route, and trade ledgers join on decision_call_id.""" +from __future__ import annotations + +import argparse +import json +from collections import defaultdict +from decimal import Decimal +from pathlib import Path +from typing import Dict, Iterable, List + + +def _read_jsonl(path: Path) -> Iterable[dict]: + if not path.exists(): + return [] + for line in path.read_text().splitlines(): + line = line.strip() + if not line: + continue + try: + yield json.loads(line) + except json.JSONDecodeError: + continue + + +def _decimal(value) -> Decimal: + try: + return Decimal(str(value or "0")) + except Exception: + return Decimal("0") + + +def validate(input_dir: Path) -> int: + cost_rows = list(_read_jsonl(input_dir / "cost_ledger.jsonl")) + route_rows = list(_read_jsonl(input_dir / "route_ledger.jsonl")) + trade_rows = list(_read_jsonl(input_dir / "trades.jsonl")) + + cost_by_decision: Dict[str, Decimal] = defaultdict(lambda: Decimal("0")) + for row in cost_rows: + decision_call_id = row.get("decision_call_id") + if decision_call_id: + cost_by_decision[str(decision_call_id)] += _decimal(row.get("usd_cost")) + + linked_trades: List[dict] = [] + orphan_trades: List[dict] = [] + for row in trade_rows: + decision_call_id = row.get("decision_call_id") + if decision_call_id and str(decision_call_id) in cost_by_decision: + linked_trades.append(row) + else: + orphan_trades.append(row) + + orphan_costs = [ + row for row in cost_rows + if row.get("decision_call_id") and str(row.get("decision_call_id")) not in { + str(t.get("decision_call_id")) for t in trade_rows if t.get("decision_call_id") + } + ] + + print(f"input_dir={input_dir}") + print(f"cost_rows={len(cost_rows)} route_rows={len(route_rows)} trade_rows={len(trade_rows)}") + print(f"linked_trades={len(linked_trades)} orphan_trades={len(orphan_trades)} orphan_cost_rows={len(orphan_costs)}") + + if linked_trades: + total_cost = sum(cost_by_decision[str(row.get('decision_call_id'))] for row in linked_trades) + avg_cost = total_cost / Decimal(len(linked_trades)) + print(f"avg_llm_cost_per_linked_trade={avg_cost}") + + cache_rows = [row for row in cost_rows if row.get("cached_tokens") or row.get("cache_read_input_tokens")] + if cache_rows: + cached = sum(int(row.get("cached_tokens") or 0) for row in cache_rows) + inputs = sum(int(row.get("input_tokens") or 0) for row in cache_rows) + print(f"cache_measured_rows={len(cache_rows)} aggregate_hit_rate={(cached/inputs if inputs else 0):.2%}") + + ok = bool(cost_rows) and (bool(linked_trades) or not trade_rows) + if trade_rows and not linked_trades: + print("FAIL: trades exist but none join to cost rows via decision_call_id") + return 1 + if not cost_rows: + print("FAIL: no cost rows found") + return 1 + print("PASS") + return 0 if ok else 1 + + +def main() -> int: + parser = argparse.ArgumentParser(description="Validate combined pricing ledgers") + parser.add_argument("--input-dir", required=True) + args = parser.parse_args() + return validate(Path(args.input_dir)) + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/strategies/llm_monitoring.py b/strategies/llm_monitoring.py new file mode 100644 index 0000000..5df1f39 --- /dev/null +++ b/strategies/llm_monitoring.py @@ -0,0 +1,58 @@ +"""LLM portfolio-monitoring strategy for hosted-agent pricing experiments. + +This strategy intentionally never emits orders. It reuses AIStrategy's +provider/tool plumbing so monitoring heartbeats are metered like trading jobs. +""" +from __future__ import annotations + +from typing import Dict, List + +from common.models import MarketSnapshot, StrategyDecision +from strategies.ai_agent import AIStrategy + + +MONITORING_SYSTEM_PROMPT = """\ +You are a portfolio monitoring agent for a hosted Hyperliquid agent stack. + +Each tick you receive market data, position state, and risk context. Evaluate +whether the operator should be alerted about drift, risk, unusual market +conditions, or follow-up investigation. You do not trade. + +You MUST use the hold tool. Keep reasoning brief and operational. +""" + + +class LLMMonitoringStrategy(AIStrategy): + """LLM monitoring heartbeat that records inference cost but places no orders.""" + + def __init__( + self, + strategy_id: str = "llm_monitoring", + model: str = "openrouter/fusion", + base_size: float = 0.0, + max_position: float = 0.0, + **kwargs, + ): + super().__init__( + strategy_id=strategy_id, + model=model, + base_size=base_size, + max_position=max_position, + system_prompt=kwargs.pop("system_prompt", MONITORING_SYSTEM_PROMPT), + **kwargs, + ) + + def _parse_tool_call( + self, + name: str, + args: Dict, + snapshot: MarketSnapshot, + ) -> List[StrategyDecision]: + reasoning = args.get("reasoning", "") if args else "" + if reasoning: + # Parent class logs the LLM decision details; returning [] enforces + # monitoring-only behavior even if a model chooses place_order. + import logging + + logging.getLogger("llm_agent").info("Monitoring decision: %s", reasoning) + return [] diff --git a/tasks/lessons.md b/tasks/lessons.md new file mode 100644 index 0000000..61b1f2d --- /dev/null +++ b/tasks/lessons.md @@ -0,0 +1,5 @@ +# Lessons Learned + +## 2026-03-12: Never fabricate URLs, endpoints, or external service details +**Mistake:** Hardcoded a fake telemetry URL (`api-temp.nunchi.trade/api/v1/telemetry`) that doesn't exist, presenting it as if it were real. +**Rule:** Never make up URLs, API endpoints, service names, or any external dependency. If something doesn't exist yet, use an env var or config placeholder and ask the user what the actual value should be. Always ask before inventing external interfaces. diff --git a/tests/test_hl_actions.py b/tests/test_hl_actions.py new file mode 100644 index 0000000..bdbde69 --- /dev/null +++ b/tests/test_hl_actions.py @@ -0,0 +1,96 @@ +"""Tests for Hyperliquid money-movement action helpers.""" +from __future__ import annotations + +import json +from unittest.mock import MagicMock + +import pytest + +from cli.config import TradingConfig +from cli import hl_actions + + +def test_build_usd_transfer_matches_expected_user_typed_payload(monkeypatch): + monkeypatch.setattr(hl_actions, "_timestamp_ms", lambda: 12345) + + request = hl_actions.build_usd_transfer("10", "0x1111111111111111111111111111111111111111", mainnet=False) + + assert request.action == { + "destination": "0x1111111111111111111111111111111111111111", + "amount": "10", + "time": 12345, + "type": "usdSend", + "signatureChainId": "0x66eee", + "hyperliquidChain": "Testnet", + } + assert request.typed_data["primaryType"] == "HyperliquidTransaction:UsdSend" + assert request.typed_data["message"] == request.action + + +def test_signature_hex_converts_to_hl_signature(): + sig = "0x" + "11" * 32 + "22" * 32 + "00" + + result = hl_actions._sig_hex_to_hl_signature(sig) + + assert result["r"] == "0x" + "11" * 32 + assert result["s"] == "0x" + "22" * 32 + assert result["v"] == 27 + + +def test_usdc_transfer_calldata_encodes_six_decimals(): + bridge = "0x2df1c51e09aecf9cacb7bc98cb1742757f163df7" + + calldata = hl_actions.build_usdc_transfer_calldata(bridge, "5.25") + + assert calldata.startswith("0xa9059cbb") + assert bridge[2:].lower().rjust(64, "0") in calldata.lower() + assert calldata.endswith(hex(5_250_000)[2:].rjust(64, "0")) + + +def test_usdc_transfer_calldata_enforces_minimum(): + with pytest.raises(ValueError, match="at least 5 USDC"): + hl_actions.build_usdc_transfer_calldata("0x2df1c51e09aecf9cacb7bc98cb1742757f163df7", "4.99") + + +def test_testnet_deposit_requires_verified_usdc(monkeypatch): + monkeypatch.setattr("cli.web_auth.get_selected_pairing_address", lambda: "0x1111111111111111111111111111111111111111") + cfg = TradingConfig(arbitrum_testnet_usdc_address=None) + + with pytest.raises(RuntimeError, match="HL_ARBITRUM_TESTNET_USDC_ADDRESS"): + hl_actions.build_deposit_transaction("5", mainnet=False, cfg=cfg) + + +def test_mainnet_deposit_transaction_uses_verified_addresses(monkeypatch): + monkeypatch.setattr("cli.web_auth.get_selected_pairing_address", lambda: "0x1111111111111111111111111111111111111111") + cfg = TradingConfig() + + tx, summary = hl_actions.build_deposit_transaction("5", mainnet=True, cfg=cfg) + + assert tx["from"] == "0x1111111111111111111111111111111111111111" + assert tx["to"].lower() == cfg.arbitrum_usdc_address.lower() + assert tx["chainId"] == 42161 + assert tx["args"]["to"].lower() == cfg.hl_bridge2_mainnet_address.lower() + assert "Deposit 5 USDC" in summary + + +def test_sign_and_submit_uses_web_auth_signature(monkeypatch): + request = hl_actions.HLActionRequest( + action={"type": "usdSend"}, + nonce=1, + typed_data={"primaryType": "Test"}, + summary="summary", + ) + monkeypatch.setattr("cli.web_auth.sign_with_pair", lambda typed, summary, scope=None: "0x" + "11" * 65) + post = MagicMock() + monkeypatch.setattr(hl_actions, "post_hl_action", post) + + hl_actions.sign_and_submit(request, mainnet=False) + + assert post.call_args.args[0] == {"type": "usdSend"} + assert post.call_args.args[2]["v"] == 17 + + +def test_money_bridge_placeholder_is_machine_readable(): + # Keep the deferred bridge phase explicit rather than silently inventing providers. + data = json.dumps({"status": "deferred", "provider": None}) + assert "deferred" in data diff --git a/tests/test_openrouter_usage.py b/tests/test_openrouter_usage.py new file mode 100644 index 0000000..792fbc8 --- /dev/null +++ b/tests/test_openrouter_usage.py @@ -0,0 +1,36 @@ +from decimal import Decimal + +from modules.openrouter_usage import extract_cache_metrics, usage_cost, usage_value + + +class _Usage: + def __init__(self, data): + self._data = data + + def model_dump(self): + return self._data + + +def test_usage_value_reads_prompt_tokens(): + usage = _Usage({"prompt_tokens": 12, "completion_tokens": 3}) + assert usage_value(usage, "prompt_tokens", "input_tokens") == 12 + assert usage_value(usage, "completion_tokens", "output_tokens") == 3 + + +def test_extract_cache_metrics_from_prompt_details(): + usage = _Usage( + { + "prompt_tokens": 100, + "prompt_tokens_details": {"cached_tokens": 80}, + "cache_savings_usd": "0.0004", + } + ) + metrics = extract_cache_metrics(usage, input_tokens=100) + assert metrics["cached_tokens"] == 80 + assert metrics["cache_hit_rate"] == 0.8 + assert metrics["cache_savings_usd"] == "0.0004" + + +def test_usage_cost_reads_nested_cost(): + usage = _Usage({"cost": "0.00123"}) + assert usage_cost(usage) == "0.00123" diff --git a/tests/test_trade_command.py b/tests/test_trade_command.py index 421f753..1ddfdb9 100644 --- a/tests/test_trade_command.py +++ b/tests/test_trade_command.py @@ -65,6 +65,26 @@ def test_trade_dry_run_does_not_submit(monkeypatch): assert FakeDirectHL.placed == [] +def test_trade_dry_run_skips_private_key_lookup(monkeypatch): + class ExplodingConfig(FakeConfig): + def get_private_key(self) -> str: + raise AssertionError("dry-run should not resolve private key") + + import cli.config as config_module + + _patch_trade_deps(monkeypatch) + monkeypatch.setattr(config_module, "TradingConfig", ExplodingConfig) + runner = CliRunner() + + result = runner.invoke( + _app(), + ["ETH-PERP", "buy", "0.01", "--price", "2500", "--dry-run"], + ) + + assert result.exit_code == 0 + assert "Dry run: order not submitted." in result.output + + def test_trade_refuses_noninteractive_without_yes(monkeypatch): _patch_trade_deps(monkeypatch) runner = CliRunner() diff --git a/tests/test_validate_combined_ledger.py b/tests/test_validate_combined_ledger.py new file mode 100644 index 0000000..7cf3cd6 --- /dev/null +++ b/tests/test_validate_combined_ledger.py @@ -0,0 +1,40 @@ +import json +from pathlib import Path + +from scripts.validate_combined_ledger import validate + + +def test_validate_combined_ledger_passes_linked_rows(tmp_path: Path): + data_dir = tmp_path / "run" + data_dir.mkdir() + decision_call_id = "exp:run-1:tick-1" + (data_dir / "cost_ledger.jsonl").write_text( + json.dumps( + { + "decision_call_id": decision_call_id, + "usd_cost": "0.0001", + "input_tokens": 10, + "cached_tokens": 8, + } + ) + + "\n" + ) + (data_dir / "trades.jsonl").write_text( + json.dumps( + { + "decision_call_id": decision_call_id, + "notional_usd": "57.87", + "fee": "0.01", + } + ) + + "\n" + ) + assert validate(data_dir) == 0 + + +def test_validate_combined_ledger_fails_orphan_trades(tmp_path: Path): + data_dir = tmp_path / "run" + data_dir.mkdir() + (data_dir / "cost_ledger.jsonl").write_text(json.dumps({"decision_call_id": "a", "usd_cost": "0.1"}) + "\n") + (data_dir / "trades.jsonl").write_text(json.dumps({"decision_call_id": "b", "notional_usd": "1"}) + "\n") + assert validate(data_dir) == 1 diff --git a/tests/test_web_auth.py b/tests/test_web_auth.py new file mode 100644 index 0000000..30897ff --- /dev/null +++ b/tests/test_web_auth.py @@ -0,0 +1,121 @@ +"""Tests for cli.web_auth pairing/signing/transaction relay.""" +from __future__ import annotations + +import json +from pathlib import Path +from unittest.mock import MagicMock + +import pytest + +from cli import web_auth + + +def _response(status_code=200, body=None): + resp = MagicMock() + resp.status_code = status_code + resp.ok = status_code < 400 + resp.text = json.dumps(body or {}) + resp.content = resp.text.encode() + resp.json.return_value = body or {} + return resp + + +@pytest.fixture +def pairing_path(tmp_path, monkeypatch): + path = tmp_path / "pairing.json" + monkeypatch.setattr(web_auth, "STORAGE_PATH", path) + monkeypatch.setattr(web_auth, "POLL_INTERVAL_S", 0) + return path + + +def test_pairing_roundtrip_preserves_metadata(pairing_path: Path): + raw = { + "token": "tok", + "addresses": ["0x1111111111111111111111111111111111111111"], + "label": "Wallet", + "paired_at_ms": 9999999999999, + "account_id": "acct", + "master_address": "0x1111111111111111111111111111111111111111", + "active_session": {"policyId": "p"}, + "agent_wallet_binding": {"walletAddress": "0xagent"}, + } + pairing_path.write_text(json.dumps(raw), "utf-8") + + result = web_auth.get_stored_pairing() + + assert result is not None + assert result.account_id == "acct" + assert result.master_address == "0x1111111111111111111111111111111111111111" + assert result.active_session == {"policyId": "p"} + assert result.selected_or_master_address == "0x1111111111111111111111111111111111111111" + + +def test_select_pairing_address_updates_file(pairing_path: Path): + pairing_path.write_text( + json.dumps( + { + "token": "tok", + "addresses": [ + "0x1111111111111111111111111111111111111111", + "0x2222222222222222222222222222222222222222", + ], + "label": "Wallet", + "paired_at_ms": 9999999999999, + } + ), + "utf-8", + ) + + result = web_auth.select_pairing_address("1") + + assert result.selected_address == "0x2222222222222222222222222222222222222222" + assert json.loads(pairing_path.read_text("utf-8"))["selected_address"] == result.selected_address + + +def test_sign_with_pair_posts_scope_and_polls_signature(pairing_path: Path, monkeypatch): + pairing_path.write_text( + json.dumps( + { + "token": "tok", + "addresses": ["0x1111111111111111111111111111111111111111"], + "label": "Wallet", + "paired_at_ms": 9999999999999, + } + ), + "utf-8", + ) + monkeypatch.setattr(web_auth, "_random_request_id", lambda: "req") + post = MagicMock(return_value=_response(200, {"request_id": "req", "status": "pending"})) + get = MagicMock(return_value=_response(200, {"status": "signed", "signature": "0x" + "11" * 65})) + monkeypatch.setattr(web_auth.requests, "post", post) + monkeypatch.setattr(web_auth.requests, "get", get) + + sig = web_auth.sign_with_pair({"primaryType": "Test"}, "summary", scope={"method": "hl.approveAgent"}) + + assert sig == "0x" + "11" * 65 + assert post.call_args.kwargs["json"]["scope"] == {"method": "hl.approveAgent"} + get.assert_called_once() + + +def test_submit_transaction_returns_tx_hash(pairing_path: Path, monkeypatch): + pairing_path.write_text( + json.dumps( + { + "token": "tok", + "addresses": ["0x1111111111111111111111111111111111111111"], + "label": "Wallet", + "paired_at_ms": 9999999999999, + } + ), + "utf-8", + ) + monkeypatch.setattr(web_auth, "_random_request_id", lambda: "txreq") + post = MagicMock(return_value=_response(200, {"request_id": "txreq", "status": "pending"})) + get = MagicMock(return_value=_response(200, {"status": "sent", "tx_hash": "0x" + "aa" * 32})) + monkeypatch.setattr(web_auth.requests, "post", post) + monkeypatch.setattr(web_auth.requests, "get", get) + + tx_hash = web_auth.submit_transaction({"from": "0x1111111111111111111111111111111111111111"}, "summary") + + assert tx_hash == "0x" + "aa" * 32 + assert post.call_args.kwargs["json"]["transaction"]["from"].startswith("0x") diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..6bec6e0 --- /dev/null +++ b/uv.lock @@ -0,0 +1,2567 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" +resolution-markers = [ + "python_full_version >= '3.15'", + "python_full_version == '3.14.*' and sys_platform == 'win32'", + "python_full_version == '3.14.*' and sys_platform != 'win32'", + "python_full_version >= '3.11' and python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version < '3.11' and sys_platform == 'win32'", + "python_full_version >= '3.11' and python_full_version < '3.14' and sys_platform != 'win32'", + "python_full_version < '3.11' and sys_platform != 'win32'", +] + +[[package]] +name = "annotated-doc" +version = "0.0.4" +source = { registry = 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