# Send deepresearch conversation to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "deepresearch-conversation",
    "name": "deepresearch conversation",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/ide-rea/deepresearch-conversation",
    "canonicalUrl": "https://clawhub.ai/ide-rea/deepresearch-conversation",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/deepresearch-conversation",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=deepresearch-conversation",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "_meta.json",
      "scripts/deepresearch_conversation.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "deepresearch-conversation",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-11T22:22:27.789Z",
      "expiresAt": "2026-05-18T22:22:27.789Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=deepresearch-conversation",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=deepresearch-conversation",
        "contentDisposition": "attachment; filename=\"deepresearch-conversation-1.1.4.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "deepresearch-conversation"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/deepresearch-conversation"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/deepresearch-conversation",
    "downloadUrl": "https://openagent3.xyz/downloads/deepresearch-conversation",
    "agentUrl": "https://openagent3.xyz/skills/deepresearch-conversation/agent",
    "manifestUrl": "https://openagent3.xyz/skills/deepresearch-conversation/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/deepresearch-conversation/agent.md"
  }
}
```
## Documentation

### Deep Research Conversation

This skill allows OpenClaw agents to conduct in-depth research discussions with users on a given topic. The API Key is automatically loaded from the OpenClaw config — no manual setup is needed.

### API Table

namepathdescriptionDeepresearchConversation/v2/agent/deepresearch/runMulti-round streaming deep research conversation (via Python script)ConversationCreate/v2/agent/deepresearch/createCreate a new conversation session, returns conversation_idFileUpload/v2/agent/file/uploadUpload a file for the conversationFileParseSubmit/v2/agent/file/parse/submitSubmit an uploaded file for parsingFileParseQuery/v2/agent/file/parse/queryQuery the status of a file parsing task

### Path A: Topic discussion without files

Call DeepresearchConversation directly with the user's query. A new conversation is created automatically.

### Path B: Topic discussion with files

Call ConversationCreate to get a conversation_id.
Call FileUpload with the conversation_id to upload files.
Call FileParseSubmit with the returned file_id.
Poll FileParseQuery every few seconds until parsing succeeds.
Call DeepresearchConversation with the query, conversation_id, and file_ids.

### Multi-round conversation rules

The DeepresearchConversation API is a SSE streaming interface that returns data incrementally.
After the first call, you must pass conversation_id in all subsequent calls.
If the response contains an interrupt_id (for "demand clarification" or "outline confirmation"), the next call must include that interrupt_id.
If the response contains a structured_outline, present it to the user for confirmation/modification, then pass the final outline in the next call.
Keep calling DeepresearchConversation iteratively until the user is satisfied with the result.

### ConversationCreate API

Parameters

no parameters

Execute shell

curl -X POST "https://qianfan.baidubce.com/v2/agent/deepresearch/create" \\
  -H "X-Appbuilder-From: openclaw" \\
  -H "Authorization: Bearer $BAIDU_API_KEY" \\
  -H "Content-Type: application/json" \\
  -d '{}'

### FileUpload API

Parameters

agent_code: Fixed value "deepresearch" (required)
conversation_id: From ConversationCreate response (required)
file: Local file binary (mutually exclusive with file_url). Max 10 files. Supported formats:

Text: .doc, .docx, .txt, .pdf, .ppt, .pptx (txt ≤ 10MB, pdf ≤ 100MB/3000 pages, doc/docx ≤ 100MB/2500 pages, ppt/pptx ≤ 400 pages)
Table: .xlsx, .xls (≤ 100MB, single Sheet only)
Image: .png, .jpg, .jpeg, .bmp (≤ 10MB each)
Audio: .wav, .pcm (≤ 10MB)


file_url: Public URL of the file (mutually exclusive with file)

Local file upload

curl -X POST "https://qianfan.baidubce.com/v2/agent/file/upload" \\
  -H "Authorization: Bearer $BAIDU_API_KEY" \\
  -H "Content-Type: multipart/form-data" \\
  -H "X-Appbuilder-From: openclaw" \\
  -F "agent_code=deepresearch" \\
  -F "conversation_id=$conversation_id" \\
  -F "file=@local_file_path"

File URL upload

curl -X POST "https://qianfan.baidubce.com/v2/agent/file/upload" \\
  -H "Authorization: Bearer $BAIDU_API_KEY" \\
  -H "Content-Type: multipart/form-data" \\
  -H "X-Appbuilder-From: openclaw" \\
  -F "agent_code=deepresearch" \\
  -F "conversation_id=$conversation_id" \\
  -F "file_url=$file_url"

### FileParseSubmit API

Parameters

file_id: From FileUpload response (required)

Execute shell

curl -X POST "https://qianfan.baidubce.com/v2/agent/file/parse/submit" \\
  -H "Authorization: Bearer $BAIDU_API_KEY" \\
  -H "Content-Type: application/json" \\
  -H "X-Appbuilder-From: openclaw" \\
  -d '{"file_id": "$file_id"}'

### FileParseQuery API

Parameters

task_id: From FileParseSubmit response (required)

Execute shell

curl -X GET "https://qianfan.baidubce.com/v2/agent/file/parse/query?task_id=$task_id" \\
  -H "Authorization: Bearer $BAIDU_API_KEY" \\
  -H "X-Appbuilder-From: openclaw"

### DeepresearchConversation API

Parameters

query: The user's question or research topic (required)
conversation_id: Optional on first call (auto-generated). Required on subsequent calls.
file_ids: List of parsed file IDs (optional, only when discussing files)
interrupt_id: Required when responding to "demand clarification" or "outline confirmation" from previous round. Found in content.text.data of the previous SSE response.
structured_outline: The research report outline. Required on subsequent calls if the previous round generated one. Structure:

{
    "title": "string",
    "locale": "string",
    "description": "string",
    "sub_chapters": [
        {
            "title": "string",
            "locale": "string",
            "description": "string",
            "sub_chapters": []
        }
    ]
}

version: "Lite" (faster, within 10 min) or "Standard" (deeper, slower). Default: "Standard".

Execute shell

python3 scripts/deepresearch_conversation.py '{"query": "your question here", "version": "Standard"}'

Example with all parameters

python3 scripts/deepresearch_conversation.py '{"query": "the question", "file_ids": ["file_id_1"], "interrupt_id": "interrupt_id", "conversation_id": "conversation_id", "structured_outline": {"title": "Report Title", "locale": "zh", "description": "desc", "sub_chapters": [{"title": "Chapter 1", "locale": "zh", "description": "chapter desc", "sub_chapters": []}]}, "version": "Standard"}'
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: ide-rea
- Version: 1.1.2
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-11T22:22:27.789Z
- Expires at: 2026-05-18T22:22:27.789Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/deepresearch-conversation)
- [Send to Agent page](https://openagent3.xyz/skills/deepresearch-conversation/agent)
- [JSON manifest](https://openagent3.xyz/skills/deepresearch-conversation/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/deepresearch-conversation/agent.md)
- [Download page](https://openagent3.xyz/downloads/deepresearch-conversation)