mirror of
https://github.com/calesthio/OpenMontage.git
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a3e735cc7a
11 production pipelines, 47 tools, 124 agent skills. Supports cloud APIs (fal.ai, OpenAI, ElevenLabs, Suno, HeyGen, Runway) and free local providers (diffusers, Piper TTS, WAN 2.1, Hunyuan, CogVideo). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
286 lines
9.2 KiB
Python
286 lines
9.2 KiB
Python
"""Base tool class implementing the expanded ToolContract.
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Every tool in OpenMontage inherits from BaseTool. This enforces a uniform
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interface for discovery, execution, cost estimation, and health reporting.
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"""
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from __future__ import annotations
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import hashlib
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import inspect
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import json
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import os
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import subprocess
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import shutil
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from abc import ABC, abstractmethod
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from dataclasses import dataclass, field
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from enum import Enum
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from pathlib import Path
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from typing import Any, Callable, Optional
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class ToolTier(str, Enum):
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CORE = "core"
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VOICE = "voice"
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ENHANCE = "enhance"
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GENERATE = "generate"
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SOURCE = "source"
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ANALYZE = "analyze"
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PUBLISH = "publish"
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class ToolStability(str, Enum):
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EXPERIMENTAL = "experimental"
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BETA = "beta"
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PRODUCTION = "production"
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class ToolStatus(str, Enum):
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AVAILABLE = "available"
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UNAVAILABLE = "unavailable"
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DEGRADED = "degraded"
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class ToolRuntime(str, Enum):
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"""Where and how a tool executes."""
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LOCAL = "local" # Runs entirely on-device, free, no network
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LOCAL_GPU = "local_gpu" # Runs on-device but needs GPU (VRAM)
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API = "api" # Calls an external API, requires API key, costs money
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HYBRID = "hybrid" # Can run locally OR via API (e.g., image_selector)
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class ExecutionMode(str, Enum):
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SYNC = "sync"
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ASYNC = "async"
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class Determinism(str, Enum):
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DETERMINISTIC = "deterministic"
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SEEDED = "seeded"
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STOCHASTIC = "stochastic"
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class ResumeSupport(str, Enum):
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NONE = "none"
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FROM_START = "from_start"
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FROM_CHECKPOINT = "from_checkpoint"
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@dataclass
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class ResourceProfile:
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"""Hardware resource envelope for a tool."""
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cpu_cores: int = 1
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ram_mb: int = 512
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vram_mb: int = 0
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disk_mb: int = 100
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network_required: bool = False
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@dataclass
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class RetryPolicy:
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"""Safe retry behavior for a tool."""
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max_retries: int = 0
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backoff_seconds: float = 1.0
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retryable_errors: list[str] = field(default_factory=list)
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@dataclass
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class ToolResult:
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"""Standard result returned by tool execution."""
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success: bool
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data: dict[str, Any] = field(default_factory=dict)
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artifacts: list[str] = field(default_factory=list)
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error: Optional[str] = None
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cost_usd: float = 0.0
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duration_seconds: float = 0.0
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seed: Optional[int] = None
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model: Optional[str] = None
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class BaseTool(ABC):
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"""Abstract base class for all OpenMontage tools."""
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# --- Identity (override in subclasses) ---
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name: str = ""
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version: str = "0.1.0"
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tier: ToolTier = ToolTier.CORE
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stability: ToolStability = ToolStability.EXPERIMENTAL
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execution_mode: ExecutionMode = ExecutionMode.SYNC
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determinism: Determinism = Determinism.DETERMINISTIC
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runtime: ToolRuntime = ToolRuntime.LOCAL
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# --- Dependencies ---
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# For API tools, add "env:ENVVAR_NAME" to signal required API keys
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dependencies: list[str] = []
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install_instructions: str = ""
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# --- Capabilities ---
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capability: str = "generic"
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provider: str = "openmontage"
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capabilities: list[str] = []
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input_schema: dict = {}
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output_schema: dict = {}
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artifact_schema: dict = {}
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progress_schema: Optional[dict] = None
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supports: dict[str, Any] = {}
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best_for: list[str] = []
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not_good_for: list[str] = []
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provider_matrix: dict[str, Any] = {}
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# --- Resource & retry ---
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resource_profile: ResourceProfile = ResourceProfile()
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retry_policy: RetryPolicy = RetryPolicy()
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# --- Resume & idempotency ---
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resume_support: ResumeSupport = ResumeSupport.NONE
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idempotency_key_fields: list[str] = []
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# --- Side effects & fallback ---
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side_effects: list[str] = []
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fallback: Optional[str] = None
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fallback_tools: list[str] = []
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# --- Agent skills (Layer 3 references) ---
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# Names of installed agent skills in .agents/skills/ that teach the
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# underlying technology. The orchestrator uses these to load relevant
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# API knowledge when planning tool usage.
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agent_skills: list[str] = []
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# --- Verification ---
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user_visible_verification: list[str] = []
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# ---- Status reporting ----
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def get_status(self) -> ToolStatus:
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"""Check if this tool's dependencies are satisfied."""
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try:
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self.check_dependencies()
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return ToolStatus.AVAILABLE
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except DependencyError:
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return ToolStatus.UNAVAILABLE
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def check_dependencies(self) -> None:
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"""Verify all dependencies are installed. Raises DependencyError if not."""
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for dep in self.dependencies:
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if dep.startswith("cmd:"):
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cmd_name = dep[4:]
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if shutil.which(cmd_name) is None:
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raise DependencyError(
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f"Command {cmd_name!r} not found. {self.install_instructions}"
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)
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elif dep.startswith("env:"):
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env_name = dep[4:]
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if not os.environ.get(env_name):
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raise DependencyError(
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f"Environment variable {env_name!r} not set. {self.install_instructions}"
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)
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elif dep.startswith("python:"):
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module_name = dep[7:]
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try:
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__import__(module_name)
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except ImportError:
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raise DependencyError(
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f"Python module {module_name!r} not installed. {self.install_instructions}"
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)
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def get_info(self) -> dict[str, Any]:
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"""Return full tool contract info for registry/discovery."""
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usage_location = inspect.getfile(self.__class__)
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return {
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"name": self.name,
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"version": self.version,
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"tier": self.tier.value,
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"capability": self.capability,
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"provider": self.provider,
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"stability": self.stability.value,
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"status": self.get_status().value,
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"execution_mode": self.execution_mode.value,
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"determinism": self.determinism.value,
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"runtime": self.runtime.value,
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"module_path": self.__class__.__module__,
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"usage_location": usage_location,
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"dependencies": self.dependencies,
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"install_instructions": self.install_instructions,
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"capabilities": self.capabilities,
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"input_schema": self.input_schema,
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"output_schema": self.output_schema,
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"artifact_schema": self.artifact_schema,
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"supports": self.supports,
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"best_for": self.best_for,
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"not_good_for": self.not_good_for,
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"provider_matrix": self.provider_matrix,
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"resource_profile": {
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"cpu_cores": self.resource_profile.cpu_cores,
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"ram_mb": self.resource_profile.ram_mb,
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"vram_mb": self.resource_profile.vram_mb,
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"disk_mb": self.resource_profile.disk_mb,
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"network_required": self.resource_profile.network_required,
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},
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"resume_support": self.resume_support.value,
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"side_effects": self.side_effects,
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"fallback": self.fallback,
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"fallback_tools": self.fallback_tools or ([self.fallback] if self.fallback else []),
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"agent_skills": self.agent_skills,
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"related_skills": self.agent_skills,
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"user_visible_verification": self.user_visible_verification,
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}
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# ---- Cost estimation ----
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def estimate_cost(self, inputs: dict[str, Any]) -> float:
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"""Estimate cost in USD for the given inputs. Override for paid tools."""
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return 0.0
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def estimate_runtime(self, inputs: dict[str, Any]) -> float:
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"""Estimate runtime in seconds. Override for long-running tools."""
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return 0.0
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# ---- Idempotency ----
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def idempotency_key(self, inputs: dict[str, Any]) -> str:
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"""Compute a cache key from idempotency fields."""
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key_data = {k: inputs.get(k) for k in self.idempotency_key_fields}
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raw = json.dumps(key_data, sort_keys=True)
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return hashlib.sha256(raw.encode()).hexdigest()[:16]
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# ---- Execution ----
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@abstractmethod
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def execute(self, inputs: dict[str, Any]) -> ToolResult:
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"""Run the tool. Subclasses must implement this."""
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...
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def dry_run(self, inputs: dict[str, Any]) -> dict[str, Any]:
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"""Preflight check without side effects. Override for paid/publishing tools."""
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return {
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"tool": self.name,
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"estimated_cost_usd": self.estimate_cost(inputs),
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"estimated_runtime_seconds": self.estimate_runtime(inputs),
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"status": self.get_status().value,
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"would_execute": True,
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}
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# ---- CLI helper ----
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def run_command(
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self,
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cmd: list[str],
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*,
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timeout: Optional[int] = None,
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cwd: Optional[Path] = None,
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) -> subprocess.CompletedProcess:
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"""Run a subprocess command with standard error handling."""
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return subprocess.run(
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cmd,
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capture_output=True,
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text=True,
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timeout=timeout,
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cwd=cwd,
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check=True,
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)
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class DependencyError(Exception):
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"""Raised when a tool's dependency is not satisfied."""
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pass
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