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2 Commits
| Author | SHA1 | Date | |
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| 80f536e319 | |||
| c6f2855745 |
165
agent/token_budget.py
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165
agent/token_budget.py
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"""Token Budget — Poka-yoke guard against context overflow.
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Progressive warning system with circuit breakers:
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- 60%: Log warning, suggest summarization
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- 80%: Auto-compress, drop raw tool outputs
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- 90%: Block verbose tools, force wrap-up
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- 95%: Graceful termination with summary
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Usage:
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from agent.token_budget import TokenBudget
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budget = TokenBudget(max_tokens=128000)
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budget.record_usage(prompt_tokens=500, completion_tokens=200)
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status = budget.check()
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# status.level: ok, warning, compress, block, terminate
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"""
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from __future__ import annotations
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import logging
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import time
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from dataclasses import dataclass, field
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from enum import Enum
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from typing import Any, Dict, List, Optional
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logger = logging.getLogger(__name__)
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class BudgetLevel(Enum):
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"""Token budget alert levels."""
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OK = "ok" # < 60%
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WARNING = "warning" # 60-80%
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COMPRESS = "compress" # 80-90%
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BLOCK = "block" # 90-95%
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TERMINATE = "terminate" # > 95%
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@dataclass
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class BudgetStatus:
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"""Current budget status."""
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level: BudgetLevel
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used_tokens: int
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max_tokens: int
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percentage: float
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remaining: int
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message: str
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actions: List[str] = field(default_factory=list)
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# Default thresholds
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THRESHOLDS = {
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BudgetLevel.WARNING: 0.60,
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BudgetLevel.COMPRESS: 0.80,
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BudgetLevel.BLOCK: 0.90,
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BudgetLevel.TERMINATE: 0.95,
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}
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class TokenBudget:
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"""Track token usage and enforce context limits."""
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def __init__(self, max_tokens: int = 128000,
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thresholds: Optional[Dict[BudgetLevel, float]] = None):
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self._max_tokens = max_tokens
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self._thresholds = thresholds or THRESHOLDS
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self._prompt_tokens = 0
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self._completion_tokens = 0
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self._tool_output_tokens = 0
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self._history: List[Dict[str, Any]] = []
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@property
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def used_tokens(self) -> int:
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return self._prompt_tokens + self._completion_tokens
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@property
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def remaining(self) -> int:
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return max(0, self._max_tokens - self.used_tokens)
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@property
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def percentage(self) -> float:
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if self._max_tokens == 0:
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return 0
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return self.used_tokens / self._max_tokens
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def record_usage(self, prompt_tokens: int = 0, completion_tokens: int = 0,
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tool_output_tokens: int = 0):
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"""Record token usage from an API call."""
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self._prompt_tokens += prompt_tokens
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self._completion_tokens += completion_tokens
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self._tool_output_tokens += tool_output_tokens
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self._history.append({
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"time": time.time(),
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"prompt": prompt_tokens,
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"completion": completion_tokens,
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"tool_output": tool_output_tokens,
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"total_used": self.used_tokens,
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})
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def check(self) -> BudgetStatus:
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"""Check current budget status and return appropriate actions."""
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pct = self.percentage
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if pct >= self._thresholds.get(BudgetLevel.TERMINATE, 0.95):
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level = BudgetLevel.TERMINATE
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msg = f"Context {pct:.0%} full. Session must terminate with summary."
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actions = ["generate_summary", "terminate_session"]
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elif pct >= self._thresholds.get(BudgetLevel.BLOCK, 0.90):
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level = BudgetLevel.BLOCK
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msg = f"Context {pct:.0%} full. Blocking verbose tool calls."
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actions = ["block_verbose_tools", "force_wrap_up", "suggest_summary"]
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elif pct >= self._thresholds.get(BudgetLevel.COMPRESS, 0.80):
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level = BudgetLevel.COMPRESS
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msg = f"Context {pct:.0%} full. Auto-compressing conversation."
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actions = ["auto_compress", "drop_raw_tool_outputs", "suggest_summary"]
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elif pct >= self._thresholds.get(BudgetLevel.WARNING, 0.60):
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level = BudgetLevel.WARNING
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msg = f"Context {pct:.0%} used. Consider summarizing."
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actions = ["suggest_summary", "log_warning"]
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else:
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level = BudgetLevel.OK
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msg = f"Context OK: {self.used_tokens}/{self._max_tokens} tokens ({pct:.0%})"
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actions = []
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return BudgetStatus(
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level=level,
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used_tokens=self.used_tokens,
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max_tokens=self._max_tokens,
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percentage=round(pct, 3),
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remaining=self.remaining,
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message=msg,
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actions=actions,
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)
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def should_truncate_tool_output(self, estimated_tokens: int) -> bool:
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"""Check if a tool output should be truncated."""
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if self.used_tokens + estimated_tokens > self._max_tokens * 0.95:
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return True
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return False
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def get_truncation_budget(self) -> int:
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"""Get max tokens available for next tool output."""
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budget = self.remaining - int(self._max_tokens * 0.05) # Reserve 5%
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return max(0, budget)
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def reset(self):
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"""Reset budget for new session."""
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self._prompt_tokens = 0
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self._completion_tokens = 0
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self._tool_output_tokens = 0
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self._history.clear()
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def get_report(self) -> Dict[str, Any]:
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"""Generate usage report."""
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status = self.check()
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return {
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"status": status.level.value,
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"used_tokens": self.used_tokens,
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"max_tokens": self._max_tokens,
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"remaining": self.remaining,
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"percentage": status.percentage,
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"prompt_tokens": self._prompt_tokens,
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"completion_tokens": self._completion_tokens,
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"tool_output_tokens": self._tool_output_tokens,
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"message": status.message,
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"actions": status.actions,
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}
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@@ -883,43 +883,6 @@ 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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@@ -953,13 +916,6 @@ 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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@@ -44,6 +44,34 @@ from typing import Dict, Any, Optional, Tuple
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logger = logging.getLogger(__name__)
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def _format_error(
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message: str,
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skill_name: str = None,
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file_path: str = None,
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suggestion: str = None,
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context: dict = None,
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) -> Dict[str, Any]:
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"""Format an error with rich context for better debugging."""
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parts = [message]
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if skill_name:
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parts.append(f"Skill: {skill_name}")
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if file_path:
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parts.append(f"File: {file_path}")
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if suggestion:
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parts.append(f"Suggestion: {suggestion}")
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if context:
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for key, value in context.items():
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parts.append(f"{key}: {value}")
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return {
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"success": False,
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"error": " | ".join(parts),
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"skill_name": skill_name,
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"file_path": file_path,
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"suggestion": suggestion,
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}
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# Import security scanner — agent-created skills get the same scrutiny as
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# community hub installs.
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try:
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