chore: import upstream snapshot with attribution
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"""Deep Solve loop-capability hooks.
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Solve runs as the chat agent loop with a deterministic spine: a committed plan,
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a per-step done gate, and a bounded replan (the SolveSession + three owned
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tools), while the actual problem-solving happens at the loop's exit using the
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shared built-in tools. Active only when the turn is marked ``solve_mode`` by
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:class:`deeptutor.capabilities.solve.capability.DeepSolveCapability`.
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"""
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from __future__ import annotations
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from importlib import resources
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from typing import Any
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from deeptutor.capabilities.protocol import PromptBlock
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from deeptutor.capabilities.solve.session import DEFAULT_MAX_REPLANS, get_session
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from deeptutor.capabilities.solve.tools import SOLVE_TOOL_NAMES
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from deeptutor.core.context import UnifiedContext
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class SolveLoopCapability:
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"""Turn-scoped integration for deep problem solving.
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Reuses the full chat tool surface — every built-in, with the user's
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composer toggles respected (web_search / reason / geogebra_analysis mount
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iff the user enabled them, exactly as in chat) — and adds the solve spine
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(plan / finish-step / replan) on top.
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"""
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name = "solve"
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owned_tools = SOLVE_TOOL_NAMES
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def is_active(self, context: UnifiedContext) -> bool:
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return bool(context.metadata.get("solve_mode"))
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def system_block(
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self,
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context: UnifiedContext,
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*,
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language: str,
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prompts: dict[str, Any],
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) -> PromptBlock | None:
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if not self.is_active(context):
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return None
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override = _prompt_text(prompts, ("solve", "system"))
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content = override or _load_system_prompt(language)
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return PromptBlock("deep_solve", content)
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def augment_kwargs(
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self,
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tool_name: str,
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kwargs: dict[str, Any],
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context: UnifiedContext,
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) -> dict[str, Any]:
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if self.is_active(context) and tool_name in SOLVE_TOOL_NAMES:
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session_id = str(context.metadata.get("solve_session_id") or "").strip()
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# Seed the replan budget from the solve settings (the solve
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# capability forwards ``max_replans`` into metadata); never the model.
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session = get_session(session_id)
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try:
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session.max_replans = int(
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context.metadata.get("solve_max_replans", DEFAULT_MAX_REPLANS)
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)
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except (TypeError, ValueError):
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session.max_replans = DEFAULT_MAX_REPLANS
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updated = dict(kwargs)
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updated["_solve_session_id"] = session_id
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return updated
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return kwargs
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def pre_loop_seed(self, context: UnifiedContext) -> str:
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_ = context
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return ""
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def _prompt_text(prompts: dict[str, Any], path: tuple[str, ...]) -> str:
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value: Any = prompts
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for key in path:
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if not isinstance(value, dict):
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return ""
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value = value.get(key)
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return value if isinstance(value, str) and value else ""
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def _load_system_prompt(language: str) -> str:
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lang = "zh" if language.lower().startswith("zh") else "en"
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prompt = resources.files(__package__).joinpath("prompts", lang, "system.md")
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return prompt.read_text(encoding="utf-8").strip()
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__all__ = ["SolveLoopCapability"]
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