Function quick_submit_project

backend/services/agent_bridge.py:1932–2080

Create a project from a topic string. Modes: - "lab": Multi-angle parallel research (default). If no angles provided, uses 3 default perspectives. Each agent gets a specialized role prompt. - "reproduce": Single-agent focused pipeline for paper reproduction.

(
    state: BridgeState, topic: str, project_id: str = "",
    mode: str = "lab",
    research_angles: list[str] | None = None,
    reference_papers: list[str] | None = None,
    reference_uploads: list[dict[str, str]] | None = None,
    path_overrides: dict[str, str] | None = None,
)

                datasets_dir=_po.get("datasets_dir", ""),
                checkpoints_dir=_po.get("checkpoints_dir", ""),
            )
        except Exception as e:
            messages.append(msg_log(sys_agent, f"配置生成失败: {e}", "error"))
            return messages
        messages.append(msg_log(sys_agent, f"复现模式: 项目 [{base_id}] 单 Agent 全流程启动", "success"))
        messages.extend(submit_new_project(state, base_id, config_path, topic.strip(), mode="reproduce"))
        return messages

    # ── Lab mode: parallel research (ONE project, N agents — or 1 agent if single direction) ──
    angles: list[dict[str, str]]
    if research_angles and len(research_angles) >= 1:
        angles = [
            {"name": a.strip(), "prompt": _build_role_prompt(a.strip(), topic.strip())}
            for a in research_angles if a.strip()
        ]
    if not research_angles or not angles:
        angles = DEFAULT_LAB_ANGLES

    # Deduplicate project id
    existing = state.projects_dir() / base_id
    if existing.exists():
        base_id = f"{base_id}-{_uid()[:4]}"

    project_dir = state.projects_dir() / base_id
    project_dir.mkdir(parents=True, exist_ok=True)

    _po = path_overrides or {}
    try:
        project_config_path = _generate_config_from_template(
            state, base_id, topic.strip(),
            reference_papers=reference_papers,
            codebases_dir=_po.get("codebases_dir", ""),
            datasets_dir=_po.get("datasets_dir", ""),
            checkpoints_dir=_po.get("checkpoints_dir", ""),
        )
    except Exception as e:
        messages.append(msg_log(sys_agent, f"配置生成失败: {e}", "error"))
        return messages

    _save_project_meta(str(project_dir), base_id, project_config_path, topic.strip(), mode="lab")

    messages.append(msg_log(
        sys_agent,
        f"Lab 模式: 项目 [{base_id}] — {len(angles)} 个方向并行调研",
        "info",
    ))

    task_count = 0
    for i, angle in enumerate(angles):
        name = angle["name"]
        role_prompt = angle["prompt"]
        slug = _slugify(name, 20)

        # Each direction gets its own run sub-directory within the project
        run_dir = str(project_dir / f"run-{slug}")
        os.makedirs(run_dir, exist_ok=True)

        _po = path_overrides or {}