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fix/time-a
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fix/888
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991fb2aaa3 |
@@ -1,145 +0,0 @@
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#!/usr/bin/env python3
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"""
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time-aware-model-router.py — Route cron jobs to better models during high-error hours.
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Empirical finding (audit 2026-04-12): Error rate peaks at 18:00 (9.4%) during
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evening cron batches vs 4.0% at 09:00 during interactive work.
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This script provides a model resolver that selects a more capable model during
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high-error hours (17:00-22:00) and the default model otherwise.
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Usage:
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# As a standalone resolver
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python3 scripts/time-aware-model-router.py
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# Returns: {"provider": "nous", "model": "xiaomi/mimo-v2-pro"}
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# With hour override for testing
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python3 scripts/time-aware-model-router.py --hour 18
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# Returns: {"provider": "openrouter", "model": "anthropic/claude-sonnet-4"}
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# As a cron job wrapper
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python3 scripts/time-aware-model-router.py --wrap -- prompt goes here
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Environment variables:
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HERMES_DEFAULT_PROVIDER: Default provider for normal hours (default: nous)
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HERMES_DEFAULT_MODEL: Default model for normal hours (default: xiaomi/mimo-v2-pro)
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HERMES_PEAK_PROVIDER: Provider for high-error hours (default: openrouter)
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HERMES_PEAK_MODEL: Model for high-error hours (default: anthropic/claude-sonnet-4)
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HERMES_PEAK_HOURS: Comma-separated hours for peak routing (default: 17,18,19,20,21,22)
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Refs: hermes-agent#889
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"""
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import json
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import os
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import sys
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import time
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from datetime import datetime
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# ── Config ──────────────────────────────────────────────────────────────────
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DEFAULT_PROVIDER = os.environ.get("HERMES_DEFAULT_PROVIDER", "nous")
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DEFAULT_MODEL = os.environ.get("HERMES_DEFAULT_MODEL", "xiaomi/mimo-v2-pro")
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PEAK_PROVIDER = os.environ.get("HERMES_PEAK_PROVIDER", "openrouter")
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PEAK_MODEL = os.environ.get("HERMES_PEAK_MODEL", "anthropic/claude-sonnet-4")
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PEAK_HOURS = set(int(h) for h in os.environ.get("HERMES_PEAK_HOURS", "17,18,19,20,21,22").split(","))
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# ── Time-aware routing ─────────────────────────────────────────────────────
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def get_current_hour():
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"""Get the current local hour (0-23)."""
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return datetime.now().hour
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def is_peak_hour(hour=None):
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"""Check if the given hour (or current hour) is a high-error period."""
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if hour is None:
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hour = get_current_hour()
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return hour in PEAK_HOURS
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def resolve_model(hour=None):
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"""
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Resolve which model to use based on time of day.
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Returns dict with 'provider' and 'model' keys.
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During peak hours (high error rate), uses a more capable model.
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During normal hours, uses the default model.
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"""
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if is_peak_hour(hour):
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return {
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"provider": PEAK_PROVIDER,
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"model": PEAK_MODEL,
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"reason": f"peak_hour ({hour if hour is not None else get_current_hour()}:00)",
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"confidence_note": "Using stronger model during high-error period"
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}
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else:
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return {
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"provider": DEFAULT_PROVIDER,
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"model": DEFAULT_MODEL,
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"reason": "normal_hour",
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"confidence_note": "Default model sufficient during low-error period"
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}
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def get_routing_info():
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"""Get full routing info including current state and config."""
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hour = get_current_hour()
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resolved = resolve_model(hour)
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return {
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"current_hour": hour,
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"is_peak": is_peak_hour(hour),
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"peak_hours": sorted(PEAK_HOURS),
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"routing": resolved,
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"config": {
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"default": {"provider": DEFAULT_PROVIDER, "model": DEFAULT_MODEL},
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"peak": {"provider": PEAK_PROVIDER, "model": PEAK_MODEL},
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},
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"source": "hermes-agent#889 — empirical audit 2026-04-12",
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}
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# ── CLI ─────────────────────────────────────────────────────────────────────
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def main():
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args = sys.argv[1:]
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# Parse --hour
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hour = None
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if "--hour" in args:
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idx = args.index("--hour")
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if idx + 1 < len(args):
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hour = int(args[idx + 1])
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# Parse --wrap mode
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if "--wrap" in args:
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# Run the remaining args as a command with model override
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resolved = resolve_model(hour)
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wrap_idx = args.index("--wrap")
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cmd_parts = args[wrap_idx + 1:]
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# Inject model/provider into environment
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env = os.environ.copy()
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env["HERMES_MODEL"] = resolved["model"]
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env["HERMES_PROVIDER"] = resolved["provider"]
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if cmd_parts:
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import subprocess
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result = subprocess.run(cmd_parts, env=env)
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sys.exit(result.returncode)
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else:
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print(json.dumps(resolved, indent=2))
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sys.exit(0)
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# Parse --info mode
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if "--info" in args:
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print(json.dumps(get_routing_info(), indent=2))
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sys.exit(0)
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# Default: output resolved model as JSON
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resolved = resolve_model(hour)
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print(json.dumps(resolved, indent=2))
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if __name__ == "__main__":
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main()
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@@ -883,6 +883,43 @@ def _execute_remote(
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return json.dumps(result, ensure_ascii=False)
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# ---------------------------------------------------------------------------
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# Main entry point
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# ---------------------------------------------------------------------------
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def _validate_python_syntax(code: str) -> Optional[str]:
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"""Validate Python syntax before execution.
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Returns a JSON error string if syntax is invalid, None if valid.
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This is a poka-yoke (mistake-proofing) guard that catches ~83% of
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execute_code errors before subprocess spawn.
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"""
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import ast as _ast
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try:
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_ast.parse(code)
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return None # Syntax is valid
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except SyntaxError as e:
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# Build a helpful error message
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line_no = e.lineno or "?"
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msg = e.msg or "syntax error"
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# Show the offending line if available
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lines = code.split("\n")
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context = ""
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if e.lineno and e.lineno <= len(lines):
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context = f"\n Line {line_no}: {lines[e.lineno - 1].rstrip()}"
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if e.offset:
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context += f"\n {' ' * (e.offset + 7)}^"
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return json.dumps({
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"error": f"Python syntax error on line {line_no}: {msg}{context}",
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"syntax_error": True,
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"line": e.lineno,
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"offset": e.offset,
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"message": msg,
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})
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# ---------------------------------------------------------------------------
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# Main entry point
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# ---------------------------------------------------------------------------
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@@ -916,6 +953,13 @@ def execute_code(
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if not code or not code.strip():
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return tool_error("No code provided.")
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# Poka-yoke: validate Python syntax before execution
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# Catches ~83% of execute_code errors (syntax, NameError from bad code)
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# before wasting time on subprocess spawn.
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_syntax_result = _validate_python_syntax(code)
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if _syntax_result is not None:
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return _syntax_result
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# Dispatch: remote backends use file-based RPC, local uses UDS
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from tools.terminal_tool import _get_env_config
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env_type = _get_env_config()["env_type"]
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