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在 OpenClaw 中安装
/install deepresearch-conversation
功能描述
调用百度千帆 DeepResearch Agent API 自动生成深度研究报告(输出 Markdown 与 HTML 两种格式),一键完成「创建会话 → 发起研究 → 自动跳过澄清 → 自动 确认大纲 → 获取报告下载链接」完整流程。支持三种深度模式:lite(轻量版, 速度快,默认)/ standard(标准...
安全使用建议
Install only if you are comfortable sending research topics, generated outlines, and your Qianfan API key usage to Baidu Qianfan. Prefer using QIANFAN_API_KEY from a secure environment instead of pasting keys into chat or command lines, and review the query/depth choice before running because the workflow automatically skips clarification and confirms the outline.
功能分析
Type: OpenClaw Skill
Name: deepresearch-conversation
Version: 1.1.4
The skill bundle is a legitimate tool designed to automate the generation of research reports via the Baidu Qianfan DeepResearch API. The core logic in `scripts/deepresearch.py` handles session management, SSE stream parsing, and automated workflow steps (skipping clarifications and confirming outlines) without any signs of malicious behavior or obfuscation. The instructions in `SKILL.md` provide strict but functional guidelines for the AI agent to ensure consistent output formatting and proper query construction. All network requests are directed to the official Baidu API endpoint (qianfan.baidubce.com).
能力评估
Purpose & Capability
The stated purpose matches the artifacts: create a Qianfan DeepResearch conversation, send a research query, parse SSE responses, confirm the outline, and return Markdown/HTML report links.
Instruction Scope
The skill intentionally skips provider clarification and auto-confirms the generated outline; this is clearly documented and purpose-aligned, but users should understand it reduces review before API work and possible quota use.
Install Mechanism
No hidden installer, postinstall behavior, or dependency mutation was found. It documents a standard Python requests dependency but does not automatically install packages.
Credentials
Reading QIANFAN_API_KEY and optional QIANFAN_AGENT_ID and making outbound requests to qianfan.baidubce.com are proportionate to the API-integration purpose and are disclosed in the skill and metadata.
Persistence & Privilege
No persistence, background service, privilege escalation, destructive file operation, broad local indexing, or unrelated credential access was found.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install deepresearch-conversation - 安装完成后,直接呼叫该 Skill 的名称或使用
/deepresearch-conversation触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.1.4
Version 1.1.4 of deepresearch-conversation — major update and rebranding.
- Renamed skill to "qianfan-deepresearch" and updated the description for greater clarity and coverage.
- Streamlined the workflow: switched to a single-step, fully automated bash script execution that outputs report download links in Markdown and HTML.
- Introduced deep research versions: lite (default), standard, pro; includes explicit mapping rules triggered by specific user keywords.
- Set strict guidelines for query generation, with clear rules for use, required clarifications, and which user inputs map to which research depth.
- Standardized user-facing output with a fixed template; all responses now strictly follow the mandated format, forbidding extra commentary or formatting.
- Deprecated manual SSE/HTTP workflow in favor of a robust wrapper script; users/agents must now always call scripts/deepresearch.py with proper long timeouts and parse only its stdout JSON.
- Enhanced resource section and practical examples to illustrate real-world usage and correct input/output patterns.
v1.1.3
DeepResearch skill 1.1.3 — major overhaul and simplification.
- Replaced and simplified the SKILL.md to focus on core DeepResearch API use cases, agent parameters, and step-by-step workflows.
- Added `scripts/deepresearch.py` for end-to-end skill execution using standard library and requests.
- Added detailed API and workflow references in `references/api.md` and `references/workflow.md`.
- Removed legacy entry points (`scripts/deepresearch_conversation.py`, `_meta.json`).
- Dependencies expanded to include `requests` library.
v1.1.2
- No changes detected in this version.
- Functionality and documentation remain consistent with previous release.
v1.1.1
- No file changes detected in this release.
- Version number incremented to 1.1.1; functionality remains unchanged.
v1.1.0
- Added comprehensive documentation detailing multi-round deep research conversation workflow and API usage.
- Introduced two workflow paths: topic discussion with and without file attachments.
- Described all available APIs, required parameters, supported file formats, and streaming interaction rules.
- Clarified response handling with conversation IDs, outline confirmation, and iterative query cycles.
- Outlined shell command examples for each API endpoint.
v1.0.5
**Summary: Improved skill documentation, added usability notes, and clarified API workflow.**
- SKILL.md rewritten for clarity and concise step-by-step workflows, with separate paths for discussions with or without file upload.
- All API endpoint descriptions and example shell commands standardized and formatted for easier copy/paste.
- File parameter constraints and supported formats made clearer in documentation.
- Instructions for multi-round conversations clarified, including use of `conversation_id`, `interrupt_id`, and `structured_outline`.
- Documentation now explains that the API key is loaded automatically from configuration—no manual setup required.
v1.0.4
deepresearch-conversation 1.0.4
- Updated requirements to specify "python3" instead of "python" for compatibility.
- Minor metadata improvements in SKILL.md to clarify environment setup.
v1.0.3
- Added the X-Appbuilder-From: openclaw header to all API curl examples in SKILL.md for better integration tracking.
- Updated the documented curl commands across ConversationCreate, FileUpload, FileParseSumbit, and FileParseQuery APIs to include the new header.
- No changes in functionality or core logic; documentation updates only.
v1.0.2
- Updated required environment variable from apiKey to BAIDU_API_KEY for consistency.
- Adjusted all documentation and example commands to reference BAIDU_API_KEY.
- No functional changes to API or workflow; documentation and configuration improvements only.
v1.0.1
- Updated required environment variable from BAIDU_API_KEY to apiKey for better consistency.
- Adjusted API documentation, replacing all BAIDU_API_KEY references with apiKey in endpoint examples.
- Added _meta.json file.
- Minor clarifications and cleanups throughout SKILL.md for better usability.
v1.0.0
Initial release of deepresearch-conversation.
- Introduces multi-round streaming conversation with Baidu "Deep Research" agents for in-depth, iterative discussions.
- Supports file upload, parsing, and integration into research dialogue.
- Provides a detailed workflow for starting and continuing conversations, including error and session handling.
- Lists APIs for creating conversations, uploading and parsing files, querying parsing status, and conducting deep research interactions.
- Requires BAIDU_API_KEY and appropriate environment setup.
元数据
常见问题
qianfan-deepresearch 是什么?
调用百度千帆 DeepResearch Agent API 自动生成深度研究报告(输出 Markdown 与 HTML 两种格式),一键完成「创建会话 → 发起研究 → 自动跳过澄清 → 自动 确认大纲 → 获取报告下载链接」完整流程。支持三种深度模式:lite(轻量版, 速度快,默认)/ standard(标准... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 8627 次。
如何安装 qianfan-deepresearch?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install deepresearch-conversation」即可一键安装,无需额外配置。
qianfan-deepresearch 是免费的吗?
是的,qianfan-deepresearch 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
qianfan-deepresearch 支持哪些平台?
qianfan-deepresearch 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 qianfan-deepresearch?
由 ide-rea(@ide-rea)开发并维护,当前版本 v1.1.4。
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