feat: initialize resume agent with OfferPai sync

backend/app/builder_conversation/turns.py

@@ -0,0 +1,98 @@
+"""Turn and card builders for the Builder conversation."""
+
+from __future__ import annotations
+
+from typing import Any
+
+from ..fsm import anchor_field_specs, assistant_turn, component
+from ..models import ComposerMode
+from .constants import SECTION_HEADINGS, SECTION_PRIORITY, u
+from .state import _completed_sections, _set_stream_phases, ensure_builder_state
+
+
+def recommended_section(profile: dict[str, Any], resume_content: dict[str, Any] | None = None) -> str:
+    priorities = SECTION_PRIORITY.get(str(profile.get("job_type") or "campus"), SECTION_PRIORITY["campus"])
+    completed = _completed_sections(resume_content or {})
+    return next((section for section in priorities if section not in completed), priorities[0])
+
+
+def welcome_turn(
+    profile: dict[str, Any],
+    resume_id: str | None,
+    *,
+    imported: bool = False,
+    resume_content: dict[str, Any] | None = None,
+) -> tuple[dict[str, Any], dict[str, Any]]:
+    state = ensure_builder_state(profile)
+    state["imported"] = imported
+    if imported:
+        turn = assistant_turn("简历已经导入。你想先修改哪一段经历，还是补充一段新的内容？", [], mode=ComposerMode.CHAT)
+        _set_stream_phases(profile, "suggesting_next")
+        return profile, turn
+    turn = _next_step_turn(recommended_section(profile, resume_content))
+    _set_stream_phases(profile, "suggesting_next")
+    return profile, turn
+
+
+def _next_step_turn(section: str, *, prefix: str = "") -> dict[str, Any]:
+    lead = f"{prefix} " if prefix else ""
+    return assistant_turn(
+        f"{lead}接下来建议补充{SECTION_HEADINGS[section]}。你想继续这类经历，还是改选其他经历类型？",
+        [_section_choice_card(section)],
+        mode=ComposerMode.CHAT,
+    )
+
+
+def _section_choice_card(recommended: str) -> dict[str, Any]:
+    return component(
+        "ChoiceChips",
+        module="builder_next_section",
+        title=u("选择下一步"),
+        description=f"{u('建议先补充')}{SECTION_HEADINGS[recommended]}{u('，也可以换一种经历、推荐岗位技能，或直接完成。')}",
+        options=[
+            *({"value": kind, "label": heading} for kind, heading in SECTION_HEADINGS.items()),
+            {"value": "builder_recommend_skills", "label": u("推荐岗位技能")},
+            {"value": "builder_finish", "label": u("完成并生成个人总结")},
+        ],
+        value=recommended,
+    )
+
+
+def _entry_choice_card(matches: list[tuple[dict[str, Any], dict[str, Any]]]) -> dict[str, Any]:
+    options = [{"value": str(entry.get("id") or ""), "label": _entry_label(entry, str(section.get("kind") or ""))} for section, entry in matches]
+    return component("ChoiceChips", module="builder_entry_select", title="选择要修改的经历", options=options)
+
+
+def _record_card(section: str, *, title: str, value: dict[str, Any] | None = None, entry_id: Any = None, skippable: bool = False) -> dict[str, Any]:
+    props: dict[str, Any] = {
+        "module": "builder_identity",
+        "record_type": section,
+        "title": title,
+        "fields": anchor_field_specs(section),
+        "show_description": False,
+        "require_description": False,
+        "skippable": skippable,
+        "skip_label": "稍后补充",
+    }
+    if value:
+        props["value"] = value
+    if entry_id:
+        props["entry_id"] = entry_id
+    return component("RecordFields", **props)
+
+
+def _fact_prompt(section: str) -> str:
+    prompts = {
+        "education": "请补充这段教育经历的真实信息，例如课程项目、竞赛、实践或学习成果；没有也可以直接说没有。",
+        "campus_experience": "请补充你实际承担的职责，或规模和结果中的一两项；没有也可以直接说没有。",
+        "project_experience": "请补充个人动作、方法或工具，以及交付物、规模或量化结果中的一两项；没有也可以直接说没有。",
+        "work_experience": "请补充个人动作、方法或工具，以及交付物、规模或量化结果中的一两项；没有也可以直接说没有。",
+        "internship_experience": "请补充个人动作、方法或工具，以及交付物、规模或量化结果中的一两项；没有也可以直接说没有。",
+    }
+    return prompts[section]
+
+
+def _entry_label(entry: dict[str, Any], kind: str) -> str:
+    identity = next((str(entry.get(key) or "").strip() for key in ("school", "company", "project_name", "organization") if str(entry.get(key) or "").strip()), SECTION_HEADINGS.get(kind, "经历"))
+    role = next((str(entry.get(key) or "").strip() for key in ("major", "position", "project_role", "role") if str(entry.get(key) or "").strip()), "")
+    return f"{identity} · {role}" if role else identity