{"id":"3b5b4f05-ae66-41eb-8487-5264b2a24553","entityType":"agent","slug":"clawhub-xfgong-cuecue-deep-research","name":"CueCue Deep Research","canonicalUrl":"https://www.xpersona.co/agent/clawhub-xfgong-cuecue-deep-research","canonicalPath":"/agent/clawhub-xfgong-cuecue-deep-research","generatedAt":"2026-10-10T05:20:26.206Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competiti... Skill: CueCue Deep Research Owner: xfgong Summary: Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competiti... Tags: ai-agents:1.0.0, data-analysis:1.0.0, financial-analysis:1.0.0, latest:1.0.8, report-generation:1.0.0, research:1.0.0 Version history: v1.0.8 | 2026-02-27T14:05:02.189Z | auto Version 1.0.8 - Documentat","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.9K downloads reported by the source. 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documentation (SKILL.md) updated only.\n\nv1.0.6 | 2026-02-26T07:18:27.359Z | auto\n\n**Expanded description and use cases for financial research skill.**\n\n- Improved and extended skill description for clarity and professionalism in both English and Chinese.\n- Added detailed sections on when and how to use the skill, with industry-specific scenarios.\n- Clarified the tool’s value for market, company, policy, competitive, sentiment, and geopolitical analysis.\n- No changes to actual code or technical metadata. \n- Documentation now serves both AI agents and financial professionals as users.\n\nv1.0.5 | 2026-02-26T06:43:48.805Z | auto\n\ncuecue-deep-research v1.0.5\n\n- Added new `README.md` providing user guidance and documentation.\n- Enhanced metadata in `SKILL.md` with homepage, user-invocable flag, supported OS, install instructions, and more detailed requirements.\n- Updated skill description and keywords for better discoverability.\n- No changes to core research functionality; improvements focus on usability and documentation.\n\nv1.0.4 | 2026-02-01T07:25:28.682Z | user\n\nNo changes detected in this version.\n\n- Version number remains at 1.0.3.\n- No file or documentation updates have been made.\n- Functionality and usage remain the same.\n\nv1.0.3 | 2026-02-01T06:55:42.240Z | user\n\ncuecue-deep-research v1.0.3\n\n- Added detailed instructions for integrating OpenClaw's cron system for automated research progress monitoring.\n- Provided clear communication guidelines emphasizing user-facing updates over technical details.\n- Included example workflows and troubleshooting steps for cron-based monitoring.\n- No changes to code or CLI functionality; all updates are documentation and usage guidance.\n\nv1.0.1 | 2026-01-31T11:44:24.416Z | auto\n\n**Major update: Migration to TypeScript; CLI & codebase overhaul**\n\n- Replaced Python implementation with a TypeScript-based CLI and codebase for improved type safety and async/await usage.\n- Updated documentation and usage instructions to reference Node.js ecosystem (npm, yarn) instead of Python.\n- Added detailed guidelines and instructions for AI assistants and progress monitoring.\n- Streamlined installation, usage, and output format descriptions for the new CLI.\n- Removed Python source, sample usage, and quickstart files.\n\nv1.0.0 | 2026-01-29T14:29:18.102Z | user\n\ncuecue-deep-research 1.0.0 – Initial Release\n\n- Launches a command-line and Python skill to execute deep financial research with CueCue’s AI-powered multi-agent system.\n- Streams only key output: task titles, the final markdown report, and a shareable report URL.\n- Supports advanced options: research templates, writing style mimicry from URLs, multi-turn conversations, and report file export.\n- Includes detailed CLI options, environment variable configuration, and troubleshooting guidance.\n- Python API allows programmatic research workflows with async support.\n\nArchive index:\n\nArchive v1.0.8: 3 files, 5695 bytes\n\nFiles: README.md (1699b), SKILL.md (9954b), _meta.json (139b)\n\nFile v1.0.8:SKILL.md\n\n---\nname: cuecue-deep-research\ndescription: Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competitive analysis, and geopolitical risk evaluation. Delivers comprehensive, data-driven research reports for financial professionals and AI agents. | 专业的 AI 驱动金融研究分析工具,用于市场情报、行业报告、公司分析、政策影响评估、竞品调查和地缘政治风险评估。为金融专业人士和智能体提供全面、数据驱动的研究报告。\nversion: 1.0.8\nauthor: CueCue Team\nhomepage: https://cuecue.cn\nuser-invocable: true\nkeywords:\n  - research\n  - financial-analysis\n  - ai-agents\n  - report-generation\n  - data-analysis\n  - imitation-writing\nmetadata:\n  {\n    \"openclaw\":\n      {\n        \"emoji\": \"🔭\",\n        \"homepage\": \"https://cuecue.cn\",\n        \"user-invocable\": true,\n        \"primaryEnv\": \"CUECUE_API_KEY\",\n        \"os\": [\"darwin\", \"linux\"],\n        \"requires\": { \"bins\": [\"node\"], \"env\": [\"CUECUE_API_KEY\"] },\n        \"install\":\n          [\n            {\n              \"id\": \"npm-global\",\n              \"kind\": \"node\",\n              \"label\": \"Install via npm (global)\",\n              \"package\": \"@sensedealai/cuecue\",\n              \"bins\": [\"cuecue-research\"],\n            },\n            {\n              \"id\": \"npm-local\",\n              \"kind\": \"node\",\n              \"label\": \"Install via npm (local)\",\n              \"package\": \"@sensedealai/cuecue\",\n              \"bins\": [\"cuecue-research\"],\n            },\n          ],\n      },\n  }\n---\n\n# CueCue Deep Research Skill\n\nExecute comprehensive financial research queries using CueCue's AI-powered multi-agent system. This TypeScript SDK provides modern async/await patterns, full type safety, and both CLI and programmatic interfaces.\n\n## When to Use This Skill\n\nUse CueCue Deep Research for any finance-related investigation, analysis, or reporting needs:\n\n- **Market Research**: Stock market analysis, sector trends, market forecasts, and investment opportunities\n- **Industry Analysis**: Industry landscape studies, competitive dynamics, market structure, and growth projections\n- **Company Research**: Corporate fundamentals, financial performance, business models, and strategic positioning\n- **Policy Impact Assessment**: Regulatory changes, government policies, fiscal measures, and their market implications\n- **Geopolitical Analysis**: International relations, trade policies, regional conflicts, and their economic impact\n- **Competitive Intelligence**: Competitor analysis, market positioning, product comparisons, and strategic benchmarking\n- **Sentiment Analysis**: Public opinion tracking, media coverage analysis, and stakeholder perception studies\n- **Regional Studies**: Geographic market analysis, local economic conditions, and regional investment opportunities\n\nThis tool delivers accurate, comprehensive research reports that serve as reliable references for AI agents and financial professionals making data-driven decisions.\n\n## 何时使用此技能\n\nCueCue 深度研究适用于任何金融相关的调研、分析或报告需求:\n\n- **市场调研**: 股市分析、行业趋势、市场预测和投资机会\n- **行业分析**: 行业格局研究、竞争动态、市场结构和增长预测\n- **公司研究**: 企业基本面、财务表现、商业模式和战略定位\n- **政策影响评估**: 监管变化、政府政策、财政措施及其市场影响\n- **地缘政治分析**: 国际关系、贸易政策、区域冲突及其经济影响\n- **竞品情报**: 竞争对手分析、市场定位、产品对比和战略基准\n- **舆情分析**: 公众舆论追踪、媒体报道分析和利益相关方认知研究\n- **区域研究**: 地理市场分析、地方经济状况和区域投资机会\n\n本工具提供准确、全面的研究报告,为智能体和金融专业人士的数据驱动决策提供可靠参考。\n\n## What This Skill Does\n\nCueCue Deep Research orchestrates multiple AI agents to:\n\n1. **Analyze** your research question and break it down into actionable tasks\n2. **Research** using web crawling, financial databases, and knowledge retrieval\n3. **Synthesize** findings into a comprehensive markdown report\n4. **Generate** a shareable report URL\n\nThe skill filters the verbose agent workflow to show only:\n- 📋 Task titles (from the supervisor agent)\n- 📝 Final research report (from the reporter agent)\n- 🔗 Report URL for web viewing\n\n⏱️ **Execution Time**: Depending on the complexity of your research question, the process may take **5-30 minutes**. The system performs comprehensive research including web crawling, data analysis, and report generation. Please be patient and wait for the complete results.\n\n## For AI Assistants\n\n**Important**: When using this skill, you MUST monitor the research progress by checking the command output:\n\n1. **Progress Monitoring**: The research process outputs progress information in real-time. You should check the output **every 5 minutes** to:\n   - Verify the research is still running\n   - Report task progress to the user (📋 Task updates)\n   - Detect any errors or issues\n   - Inform the user when report generation begins (📝 Generating Report...)\n\n2. **Progress URL**: The command will output a URL like \"Research begin. You can view progress at: https://cuecue.cn/c/...\" - this URL is for **human users** to view the web interface, NOT for you to fetch. You should monitor progress through the command's stdout output.\n\n3. **User Communication**: Keep the user informed about:\n   - When research begins\n   - Each major task that starts\n   - When report generation begins\n   - When research completes\n   - Any errors or timeouts\n\n4. **Timeout Handling**: If the command appears to hang or timeout, inform the user that the research may still be processing on the server, and they can check the web interface URL.\n\n5. **User-Facing Communication Style**: When informing users about progress monitoring:\n   - ✅ **DO SAY**: \"我会每 5 分钟自动检查进度并汇报\" / \"I'll check progress every 5 minutes and update you\"\n   - ✅ **DO SAY**: \"研究完成后我会总结关键发现\" / \"I'll summarize key findings when complete\"\n   - ❌ **DON'T SAY**: \"我创建了一个 cron 任务\" / \"I created a cron job\"\n   - ❌ **DON'T SAY**: \"完成后会删除 cron\" / \"Will delete the cron when done\"\n   - ❌ **DON'T SAY**: Technical implementation details (session IDs, job IDs, internal mechanisms)\n   \n   **Why**: Users care about *what* you'll do, not *how* you do it. Keep communication focused on outcomes and user value, not internal plumbing.\n#### Advanced Options\n\n```typescript\nimport { CueCueDeepResearch } from '@sensedealai/cuecue';\n\nconst client = new CueCueDeepResearch('your-api-key', 'https://cuecue.cn');\n\nconst result = await client.research('Company analysis', {\n  // Continue existing conversation\n  conversationId: 'existing-conversation-id',\n  \n  // Use a predefined template\n  templateId: 'template-id',\n  \n  // Mimic writing style from URL\n  mimicUrl: 'https://example.com/article',\n  \n  // Enable verbose logging\n  verbose: true,\n});\n```\n\n#### Type Definitions\n\nThe SDK exports TypeScript types for all interfaces:\n\n```typescript\nimport type {\n  ResearchOptions,\n  ResearchResult,\n  SSEEvent,\n  RequestPayload,\n  AgentStartEvent,\n  AgentEndEvent,\n  MessageEvent,\n  FinalSessionStateEvent,\n} from '@sensedealai/cuecue';\n```\n\n\n## Command-Line Options\n\n| Option | Required | Description |\n|--------|----------|-------------|\n| `query` | ✅ | Research question or topic |\n| `--api-key` | ❌ | Your CueCue API key (defaults to `CUECUE_API_KEY` env var) |\n| `--base-url` | ❌ | CueCue API base URL (defaults to `CUECUE_BASE_URL` env var or https://cuecue.cn) |\n| `--conversation-id` | ❌ | Continue an existing conversation |\n| `--template-id` | ❌ | Use a predefined research template (cannot be used with `--mimic-url`) |\n| `--mimic-url` | ❌ | URL to mimic the writing style from (cannot be used with `--template-id`) |\n| `--output`, `-o` | ❌ | Save report to file (markdown format). Recommended format: `~/clawd/cuecue-reports/clawd/cuecue-reports/YYYY-MM-DD-HH-MM-descriptive-name.md` (e.g., `~/clawd/2026-01-30-12-41-tesla-analysis.md`). The `~` will be expanded to your home directory. |\n| `--verbose`, `-v` | ❌ | Enable verbose logging |\n| `--help`, `-h` | ❌ | Show help message |\n\n## Output Format\n\nThe skill provides real-time streaming output:\n\n```\nStarting Deep Research: Tesla Q3 2024 Financial Analysis\n\nCheck Progress: https://cuecue.cn/c/12345678-1234-1234-1234-123456789abc\n\n📋 Task: Search for Tesla Q3 2024 financial data\n\n📋 Task: Analyze revenue and profit trends\n\n📝 Generating Report...\n\n# Tesla Q3 2024 Financial Analysis\n\n## Executive Summary\n[Report content streams here in real-time...]\n\n✅ Research complete\n\n============================================================\n📊 Research Summary\n============================================================\nConversation ID: 12345678-1234-1234-1234-123456789abc\nTasks completed: 2\nReport URL: https://cuecue.cn/c/12345678-1234-1234-1234-123456789abc\n✅ Report saved to: ~/clawd/cuecue-reports/2026-01-30-10-15-tesla-q3-analysis.md\n```\n\n## Troubleshooting\n\n### 401 Unauthorized\n- Verify your API key is correct\n- Check if the API key has expired\n- Ensure you have necessary permissions\n\n### Connection Timeout\n- Verify the base URL is correct\n- Check network connectivity\n- Research queries typically take 5-30 minutes depending on complexity - this is normal\n- If you see a timeout, the research may still be processing on the server - check the web interface\n\n### Empty Report\n- Ensure your research question is clear and specific\n- Check server logs for errors\n- Try a different query to test connectivity\n\n## Support\n\nFor issues or questions:\n- [CueCue Website](https://cuecue.cn)\n- Email: cue-admin@sensedeal.ai\n\nFile v1.0.8:README.md\n\n# CueCue Deep Research Skill\n\nThis repository contains the ClawdHub skill definition for CueCue Deep Research.\n\n## Publishing to ClawdHub\n\nThe skill is automatically published to ClawdHub when a new release is created.\n\n### Automatic Publishing (Recommended)\n\n1. Create a new release on GitHub:\n   ```bash\n   git tag 1.0.6\n   git push origin 1.0.6\n   ```\n\n2. Go to GitHub Releases and create a new release from the tag\n\n3. The workflow will automatically:\n   - Update the version in SKILL.md\n   - Validate the SKILL.md file\n   - Publish to ClawdHub\n\n### Manual Publishing\n\nYou can also trigger the workflow manually:\n\n1. Go to Actions → \"Publish to ClawdHub\"\n2. Click \"Run workflow\"\n3. Enter the version number (e.g., `1.0.6`)\n4. Click \"Run workflow\"\n\n## Setup\n\nBefore publishing, ensure you have set up the `CLAWHUB_TOKEN` secret in your GitHub repository:\n\n1. Get your ClawHub API token:\n   - Visit https://clawhub.ai\n   - Login with your GitHub account\n   - Go to Settings → API Tokens\n   - Generate a new token\n\n2. Add the token to GitHub:\n   - Go to your repository Settings → Secrets and variables → Actions\n   - Click \"New repository secret\"\n   - Name: `CLAWHUB_TOKEN`\n   - Value: Your ClawHub API token\n   - Click \"Add secret\"\n\n## Skill Details\n\n- **Name**: cuecue-deep-research\n- **Description**: Conduct deep financial research using CueCue's AI-powered multi-agent system\n- **Current Version**: 1.0.5\n- **Homepage**: https://cuecue.cn\n\n## Development\n\nTo update the skill:\n\n1. Edit `SKILL.md` with your changes\n2. Update the version number in the frontmatter\n3. Commit and push your changes\n4. Create a new release to publish\n\n## License\n\nSee [LICENSE](LICENSE) file for details.\n\nFile v1.0.8:_meta.json\n\n{\n  \"ownerId\": \"kn7avkmmrbnk8pf2k8yvrkywph805pjm\",\n  \"slug\": \"cuecue-deep-research\",\n  \"version\": \"1.0.8\",\n  \"publishedAt\": 1772201102189\n}\n\nArchive v1.0.7: 3 files, 8669 bytes\n\nFiles: README.md (1701b), SKILL.md (18074b), _meta.json (139b)\n\nFile v1.0.7:SKILL.md\n\n---\nname: cuecue-deep-research\ndescription: Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competitive analysis, and geopolitical risk evaluation. Delivers comprehensive, data-driven research reports for financial professionals and AI agents. | 专业的 AI 驱动金融研究分析工具,用于市场情报、行业报告、公司分析、政策影响评估、竞品调查和地缘政治风险评估。为金融专业人士和智能体提供全面、数据驱动的研究报告。\nversion: 1.0.7\nauthor: CueCue Team\nhomepage: https://cuecue.cn\nuser-invocable: true\nkeywords:\n  - research\n  - financial-analysis\n  - ai-agents\n  - report-generation\n  - data-analysis\n  - imitation-writing\nmetadata:\n  {\n    \"openclaw\":\n      {\n        \"emoji\": \"🔭\",\n        \"homepage\": \"https://cuecue.cn\",\n        \"user-invocable\": true,\n        \"primaryEnv\": \"CUECUE_API_KEY\",\n        \"os\": [\"darwin\", \"linux\"],\n        \"requires\": { \"bins\": [\"node\"], \"env\": [\"CUECUE_API_KEY\"] },\n        \"install\":\n          [\n            {\n              \"id\": \"npm-global\",\n              \"kind\": \"node\",\n              \"label\": \"Install via npm (global)\",\n              \"package\": \"@sensedealai/cuecue\",\n              \"bins\": [\"cuecue-research\"],\n            },\n            {\n              \"id\": \"npm-local\",\n              \"kind\": \"node\",\n              \"label\": \"Install via npm (local)\",\n              \"package\": \"@sensedealai/cuecue\",\n              \"bins\": [\"cuecue-research\"],\n            },\n          ],\n      },\n  }\n---\n\n# CueCue Deep Research Skill\n\nExecute comprehensive financial research queries using CueCue's AI-powered multi-agent system. This TypeScript SDK provides modern async/await patterns, full type safety, and both CLI and programmatic interfaces.\n\n## When to Use This Skill\n\nUse CueCue Deep Research for any finance-related investigation, analysis, or reporting needs:\n\n- **Market Research**: Stock market analysis, sector trends, market forecasts, and investment opportunities\n- **Industry Analysis**: Industry landscape studies, competitive dynamics, market structure, and growth projections\n- **Company Research**: Corporate fundamentals, financial performance, business models, and strategic positioning\n- **Policy Impact Assessment**: Regulatory changes, government policies, fiscal measures, and their market implications\n- **Geopolitical Analysis**: International relations, trade policies, regional conflicts, and their economic impact\n- **Competitive Intelligence**: Competitor analysis, market positioning, product comparisons, and strategic benchmarking\n- **Sentiment Analysis**: Public opinion tracking, media coverage analysis, and stakeholder perception studies\n- **Regional Studies**: Geographic market analysis, local economic conditions, and regional investment opportunities\n\nThis tool delivers accurate, comprehensive research reports that serve as reliable references for AI agents and financial professionals making data-driven decisions.\n\n## 何时使用此技能\n\nCueCue 深度研究适用于任何金融相关的调研、分析或报告需求:\n\n- **市场调研**: 股市分析、行业趋势、市场预测和投资机会\n- **行业分析**: 行业格局研究、竞争动态、市场结构和增长预测\n- **公司研究**: 企业基本面、财务表现、商业模式和战略定位\n- **政策影响评估**: 监管变化、政府政策、财政措施及其市场影响\n- **地缘政治分析**: 国际关系、贸易政策、区域冲突及其经济影响\n- **竞品情报**: 竞争对手分析、市场定位、产品对比和战略基准\n- **舆情分析**: 公众舆论追踪、媒体报道分析和利益相关方认知研究\n- **区域研究**: 地理市场分析、地方经济状况和区域投资机会\n\n本工具提供准确、全面的研究报告,为智能体和金融专业人士的数据驱动决策提供可靠参考。\n\n## What This Skill Does\n\nCueCue Deep Research orchestrates multiple AI agents to:\n\n1. **Analyze** your research question and break it down into actionable tasks\n2. **Research** using web crawling, financial databases, and knowledge retrieval\n3. **Synthesize** findings into a comprehensive markdown report\n4. **Generate** a shareable report URL\n\nThe skill filters the verbose agent workflow to show only:\n- 📋 Task titles (from the supervisor agent)\n- 📝 Final research report (from the reporter agent)\n- 🔗 Report URL for web viewing\n\n⏱️ **Execution Time**: Depending on the complexity of your research question, the process may take **5-30 minutes**. The system performs comprehensive research including web crawling, data analysis, and report generation. Please be patient and wait for the complete results.\n\n## For AI Assistants\n\n**Important**: When using this skill, you MUST monitor the research progress by checking the command output:\n\n1. **Progress Monitoring**: The research process outputs progress information in real-time. You should check the output **every 5 minutes** to:\n   - Verify the research is still running\n   - Report task progress to the user (📋 Task updates)\n   - Detect any errors or issues\n   - Inform the user when report generation begins (📝 Generating Report...)\n\n2. **Progress URL**: The command will output a URL like \"Research begin. You can view progress at: https://cuecue.cn/c/...\" - this URL is for **human users** to view the web interface, NOT for you to fetch. You should monitor progress through the command's stdout output.\n\n3. **User Communication**: Keep the user informed about:\n   - When research begins\n   - Each major task that starts\n   - When report generation begins\n   - When research completes\n   - Any errors or timeouts\n\n4. **Timeout Handling**: If the command appears to hang or timeout, inform the user that the research may still be processing on the server, and they can check the web interface URL.\n\n5. **User-Facing Communication Style**: When informing users about progress monitoring:\n   - ✅ **DO SAY**: \"我会每 5 分钟自动检查进度并汇报\" / \"I'll check progress every 5 minutes and update you\"\n   - ✅ **DO SAY**: \"研究完成后我会总结关键发现\" / \"I'll summarize key findings when complete\"\n   - ❌ **DON'T SAY**: \"我创建了一个 cron 任务\" / \"I created a cron job\"\n   - ❌ **DON'T SAY**: \"完成后会删除 cron\" / \"Will delete the cron when done\"\n   - ❌ **DON'T SAY**: Technical implementation details (session IDs, job IDs, internal mechanisms)\n   \n   **Why**: Users care about *what* you'll do, not *how* you do it. Keep communication focused on outcomes and user value, not internal plumbing.\n\n### Automated Progress Monitoring with Cron\n\nSince AI assistants cannot actively \"loop and check\" on their own, use OpenClaw's cron system to automate progress monitoring.\n\n**Recommended Approach: Use Isolated Session**\n\nUsing `sessionTarget: \"isolated\"` with `payload.kind: \"agentTurn\"` is the most reliable way to get progress updates delivered directly to the chat channel.\n\n**Step 1: Start research in background**\n\n```javascript\n// Start the research task\nexec({\n  command: \"cuecue-research 'Your research query' --output ~/clawd/cuecue-reports/2026-02-01-10-00-research.md\",\n  background: true\n})\n// Returns: { sessionId: \"wild-river\", pid: 12345 }\n```\n\n**Step 2: Create a cron job to monitor progress**\n\n```javascript\ncron.add({\n  name: \"Monitor CueCue Research: wild-river\",\n  schedule: {\n    kind: \"every\",\n    everyMs: 300000  // 5 minutes\n  },\n  sessionTarget: \"isolated\",\n  wakeMode: \"now\",  // IMPORTANT: Use \"now\" to trigger immediately\n  payload: {\n    kind: \"agentTurn\",\n    message: \"检查 CueCue 研究进度 (session: wild-river)。使用 process log wild-river 检查输出。如果看到 '✅ Research complete'，则：1) 读取报告文件并总结关键发现；2) 使用 cron.remove 删除此监控任务。如果仍在运行，汇报最新的 📋 Task 进度。\",\n    deliver: true,\n    channel: \"feishu\",  // or \"telegram\", \"discord\", etc.\n    to: \"GROUP_ID_OR_CHAT_ID\"  // The channel where the research was requested\n  }\n})\n// Returns: { id: \"abc-123-def\", ... }\n```\n\n**Important Configuration:**\n- **`sessionTarget: \"isolated\"`** - Creates an isolated sub-agent session\n- **`payload.kind: \"agentTurn\"`** - Runs the agent and delivers the response\n- **`deliver: true`** - Ensures the response is sent to the chat\n- **`channel`** - Specify the messaging platform (feishu, telegram, discord, etc.)\n- **`to`** - The target chat/group ID where updates should be sent\n- **`wakeMode: \"now\"`** - Triggers immediately without waiting for heartbeat\n\n**Step 3: Cron will automatically check every 5 minutes**\n\nThe cron job will:\n- Run in an isolated session every 5 minutes\n- Check `process log wild-river` for new output\n- Send progress updates directly to the specified chat channel\n- When complete, read the report, summarize findings, and delete itself\n\n**Step 4: Manual cleanup (if needed)**\n\nIf the research fails or you need to stop monitoring:\n\n```javascript\n// List all cron jobs\ncron.list()\n\n// Remove the monitoring job\ncron.remove({ jobId: \"abc-123-def\" })\n```\n\n**Complete Example Workflow:**\n\n```javascript\n// 1. Start research\nconst result = exec({\n  command: \"cuecue-research '2026年金银价格分析' --output ~/clawd/cuecue-reports/2026-02-01-gold-analysis.md\",\n  background: true\n})\nconst sessionId = result.sessionId  // e.g., \"wild-river\"\n\n// 2. Get current channel info (from runtime context)\nconst channel = \"feishu\"  // Current channel\nconst chatId = \"oc_abac3e3037a0726ef4b4aa330d5ed590\"  // Current group/chat ID\n\n// 3. Create monitoring cron\nconst cronJob = cron.add({\n  name: `Monitor CueCue: ${sessionId}`,\n  schedule: { kind: \"every\", everyMs: 300000 },\n  sessionTarget: \"isolated\",\n  wakeMode: \"now\",\n  payload: {\n    kind: \"agentTurn\",\n    message: `检查研究进度 (session: ${sessionId})。完成后读取报告并总结，然后删除此 cron。`,\n    deliver: true,\n    channel: channel,\n    to: chatId\n  }\n})\n\n// 4. Inform user (user-friendly, no technical details)\nreply(`🔭 研究已启动！\n📊 进度追踪: https://cuecue.cn/c/...\n⏰ 我会每 5 分钟自动检查进度并汇报\n`)\n\n// 5. Cron handles the rest automatically\n// The isolated session will:\n// - Check progress every 5 minutes\n// - Send updates directly to the chat\n// - Summarize the report when complete\n// - Delete itself\n```\n\n**Troubleshooting:**\n\nIf you don't receive progress updates:\n1. Check `cron.list()` to verify the job is running (`lastStatus: \"ok\"`)\n2. Ensure `wakeMode: \"now\"` is set (not `\"next-heartbeat\"`)\n3. Verify `deliver: true` and correct `channel` + `to` values\n4. Check `cron.runs({ jobId })` for execution history and errors\n\n**Alternative: Main Session (Not Recommended)**\n\nIf you prefer to use `sessionTarget: \"main\"` with `payload.kind: \"systemEvent\"`, note that:\n- Responses are NOT automatically sent to the chat\n- You must ensure `HEARTBEAT.md` contains non-comment content to avoid `empty-heartbeat-file` errors\n- The isolated session approach is more reliable for automated notifications\n\n**Note**: The cron payload should include logic to delete itself. Use `cron.remove({ jobId: \"<job-id>\" })` when the research completes.\n\n## Prerequisites\n\n- Node.js 18+ or Deno\n- CueCue API key (obtain from your CueCue account settings at https://cuecue.cn)\n- npm or yarn package manager\n\n## API Key Configuration\n\nWhen installing this skill, please configure your CUECUE_API_KEY in one of these locations:\n\n1. **OpenClaw Global Config** (recommended): Add to `~/.openclaw/openclaw.json` under:\n   ```json\n   {\n     \"skills\": {\n       \"entries\": {\n         \"cuecue-deep-research\": {\n           \"env\": {\n             \"CUECUE_API_KEY\": \"your-api-key-here\"\n           }\n         }\n       }\n     }\n   }\n   ```\n\n2. **Shell Environment**: Add to your `~/.bashrc` or `~/.zshrc`:\n   ```bash\n   export CUECUE_API_KEY=your-api-key-here\n   ```\n\nThe skill will automatically detect the API key from these locations, including when running in subagent environments.\n\n## Installation\n\n### As a CLI Tool\n\n```bash\n# Install globally\nnpm install -g @sensedealai/cuecue\n\n# Or install locally in your project\nnpm install @sensedealai/cuecue\n```\n\n### As a Library\n\n```bash\nnpm install @sensedealai/cuecue\n```\n\n## Usage\n\n### Command-Line Interface\n\nThe CLI provides a simple way to conduct research from the terminal.\n\n#### Basic Research\n\n```bash\n# Using environment variable (recommended)\nexport CUECUE_API_KEY=your_api_key\ncuecue-research \"Tesla Q3 2024 revenue analysis\"\n\n# Or specify API key directly\ncuecue-research \"Tesla Q3 2024 revenue analysis\" --api-key YOUR_API_KEY\n```\n\n#### Save Report to File\n\n```bash\ncuecue-research \"BYD vs Tesla market comparison\" --output ~/clawd/cuecue-reports/2026-01-30-14-30-byd-tesla-comparison.md\n```\n\n**Note**: The output path should use the format `~/clawd/cuecue-reports/YYYY-MM-DD-HH-MM-descriptive-name.md` where the timestamp represents when the research was initiated. The `~` will be expanded to your home directory.\n\n#### Use a Research Template\n\n```bash\ncuecue-research \"Analyze CATL competitive advantages\" \\\n  --output ~/clawd/cuecue-reports/2026-01-30-11-20-catl-analysis.md \\\n  --template-id TEMPLATE_ID\n```\n\n#### Continue Existing Conversation\n\n```bash\ncuecue-research \"Further analyze supply chain risks\" \\\n  --output ~/clawd/cuecue-reports/2026-01-30-15-45-supply-chain-risks.md \\\n  --conversation-id EXISTING_CONV_ID\n```\n\n#### Mimic Writing Style\n\n```bash\ncuecue-research \"Electric vehicle market analysis\" \\\n  --output ~/clawd/cuecue-reports/2026-01-30-16-00-ev-market-analysis.md \\\n  --mimic-url https://example.com/sample-article\n```\n\nThe mimic feature analyzes the writing style, tone, and structure of the provided URL and applies it to the generated research report. This is useful for:\n- Matching your organization's reporting style\n- Adapting to specific audience preferences\n- Maintaining consistency across reports\n\n⚠️ **Note**: The `--mimic-url` and `--template-id` options cannot be used together. Choose one approach:\n- Use `--template-id` for predefined research frameworks (goal, search plan, report format)\n- Use `--mimic-url` for style mimicking without a template\n\n### Programmatic Usage\n\nYou can also use CueCue as a library in your TypeScript/JavaScript projects.\n\n#### Basic Example\n\n```typescript\nimport { CueCueDeepResearch } from '@sensedealai/cuecue';\n\nconst client = new CueCueDeepResearch('your-api-key');\n\nconst result = await client.research('Tesla Q3 2024 revenue analysis');\n\nconsole.log(`Conversation ID: ${result.conversationId}`);\nconsole.log(`Report URL: ${result.reportUrl}`);\nconsole.log(`Tasks completed: ${result.tasks.length}`);\nconsole.log(`Report:\\n${result.report}`);\n```\n\n#### Advanced Options\n\n```typescript\nimport { CueCueDeepResearch } from '@sensedealai/cuecue';\n\nconst client = new CueCueDeepResearch('your-api-key', 'https://cuecue.cn');\n\nconst result = await client.research('Company analysis', {\n  // Continue existing conversation\n  conversationId: 'existing-conversation-id',\n  \n  // Use a predefined template\n  templateId: 'template-id',\n  \n  // Mimic writing style from URL\n  mimicUrl: 'https://example.com/article',\n  \n  // Enable verbose logging\n  verbose: true,\n});\n```\n\n#### Type Definitions\n\nThe SDK exports TypeScript types for all interfaces:\n\n```typescript\nimport type {\n  ResearchOptions,\n  ResearchResult,\n  SSEEvent,\n  RequestPayload,\n  AgentStartEvent,\n  AgentEndEvent,\n  MessageEvent,\n  FinalSessionStateEvent,\n} from '@sensedealai/cuecue';\n```\n\n\n## Command-Line Options\n\n| Option | Required | Description |\n|--------|----------|-------------|\n| `query` | ✅ | Research question or topic |\n| `--api-key` | ❌ | Your CueCue API key (defaults to `CUECUE_API_KEY` env var) |\n| `--base-url` | ❌ | CueCue API base URL (defaults to `CUECUE_BASE_URL` env var or https://cuecue.cn) |\n| `--conversation-id` | ❌ | Continue an existing conversation |\n| `--template-id` | ❌ | Use a predefined research template (cannot be used with `--mimic-url`) |\n| `--mimic-url` | ❌ | URL to mimic the writing style from (cannot be used with `--template-id`) |\n| `--output`, `-o` | ❌ | Save report to file (markdown format). Recommended format: `~/clawd/cuecue-reports/clawd/cuecue-reports/YYYY-MM-DD-HH-MM-descriptive-name.md` (e.g., `~/clawd/2026-01-30-12-41-tesla-analysis.md`). The `~` will be expanded to your home directory. |\n| `--verbose`, `-v` | ❌ | Enable verbose logging |\n| `--help`, `-h` | ❌ | Show help message |\n\n## Output Format\n\nThe skill provides real-time streaming output:\n\n```\nStarting Deep Research: Tesla Q3 2024 Financial Analysis\n\nCheck Progress: https://cuecue.cn/c/12345678-1234-1234-1234-123456789abc\n\n📋 Task: Search for Tesla Q3 2024 financial data\n\n📋 Task: Analyze revenue and profit trends\n\n📝 Generating Report...\n\n# Tesla Q3 2024 Financial Analysis\n\n## Executive Summary\n[Report content streams here in real-time...]\n\n✅ Research complete\n\n============================================================\n📊 Research Summary\n============================================================\nConversation ID: 12345678-1234-1234-1234-123456789abc\nTasks completed: 2\nReport URL: https://cuecue.cn/c/12345678-1234-1234-1234-123456789abc\n✅ Report saved to: ~/clawd/cuecue-reports/2026-01-30-10-15-tesla-q3-analysis.md\n```\n\n## Troubleshooting\n\n### 401 Unauthorized\n- Verify your API key is correct\n- Check if the API key has expired\n- Ensure you have necessary permissions\n\n### Connection Timeout\n- Verify the base URL is correct\n- Check network connectivity\n- Research queries typically take 5-30 minutes depending on complexity - this is normal\n- If you see a timeout, the research may still be processing on the server - check the web interface\n\n### Empty Report\n- Ensure your research question is clear and specific\n- Check server logs for errors\n- Try a different query to test connectivity\n\n## Support\n\nFor issues or questions:\n- [CueCue Website](https://cuecue.cn)\n- Email: cue-admin@sensedeal.ai\n\nFile v1.0.7:README.md\n\n# CueCue Deep Research Skill\n\nThis repository contains the ClawdHub skill definition for CueCue Deep Research.\n\n## Publishing to ClawdHub\n\nThe skill is automatically published to ClawdHub when a new release is created.\n\n### Automatic Publishing (Recommended)\n\n1. Create a new release on GitHub:\n   ```bash\n   git tag v1.0.6\n   git push origin v1.0.6\n   ```\n\n2. Go to GitHub Releases and create a new release from the tag\n\n3. The workflow will automatically:\n   - Update the version in SKILL.md\n   - Validate the SKILL.md file\n   - Publish to ClawdHub\n\n### Manual Publishing\n\nYou can also trigger the workflow manually:\n\n1. Go to Actions → \"Publish to ClawdHub\"\n2. Click \"Run workflow\"\n3. Enter the version number (e.g., `1.0.6`)\n4. Click \"Run workflow\"\n\n## Setup\n\nBefore publishing, ensure you have set up the `CLAWHUB_TOKEN` secret in your GitHub repository:\n\n1. Get your ClawHub API token:\n   - Visit https://clawhub.ai\n   - Login with your GitHub account\n   - Go to Settings → API Tokens\n   - Generate a new token\n\n2. Add the token to GitHub:\n   - Go to your repository Settings → Secrets and variables → Actions\n   - Click \"New repository secret\"\n   - Name: `CLAWHUB_TOKEN`\n   - Value: Your ClawHub API token\n   - Click \"Add secret\"\n\n## Skill Details\n\n- **Name**: cuecue-deep-research\n- **Description**: Conduct deep financial research using CueCue's AI-powered multi-agent system\n- **Current Version**: 1.0.5\n- **Homepage**: https://cuecue.cn\n\n## Development\n\nTo update the skill:\n\n1. Edit `SKILL.md` with your changes\n2. Update the version number in the frontmatter\n3. Commit and push your changes\n4. Create a new release to publish\n\n## License\n\nSee [LICENSE](LICENSE) file for details.\n\nFile v1.0.7:_meta.json\n\n{\n  \"ownerId\": \"kn7avkmmrbnk8pf2k8yvrkywph805pjm\",\n  \"slug\": \"cuecue-deep-research\",\n  \"version\": \"1.0.7\",\n  \"publishedAt\": 1772193480457\n}","readmeExcerpt":"Skill: CueCue Deep Research Owner: xfgong Summary: Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competiti... Tags: ai-agents:1.0.0, data-analysis:1.0.0, financial-analysis:1.0.0, latest:1.0.8, report-generation:1.0.0, research:1.0.0 Version history: v1.0.8 | 2026-02-27T14:05:02.189Z | auto Version 1.0.8 - Documentat","codeSnippets":[],"executableExamples":[{"language":"typescript","snippet":"import { CueCueDeepResearch } from '@sensedealai/cuecue';\n\nconst client = new CueCueDeepResearch('your-api-key', 'https://cuecue.cn');\n\nconst result = await client.research('Company analysis', {\n  // Continue existing conversation\n  conversationId: 'existing-conversation-id',\n  \n  // Use a predefined template\n  templateId: 'template-id',\n  \n  // Mimic writing style from URL\n  mimicUrl: 'https://example.com/article',\n  \n  // Enable verbose logging\n  verbose: true,\n});"},{"language":"typescript","snippet":"import type {\n  ResearchOptions,\n  ResearchResult,\n  SSEEvent,\n  RequestPayload,\n  AgentStartEvent,\n  AgentEndEvent,\n  MessageEvent,\n  FinalSessionStateEvent,\n} from '@sensedealai/cuecue';"},{"language":"text","snippet":"Starting Deep Research: Tesla Q3 2024 Financial Analysis\n\nCheck Progress: https://cuecue.cn/c/12345678-1234-1234-1234-123456789abc\n\n📋 Task: Search for Tesla Q3 2024 financial data\n\n📋 Task: Analyze revenue and profit trends\n\n📝 Generating Report...\n\n# Tesla Q3 2024 Financial Analysis\n\n## Executive Summary\n[Report content streams here in real-time...]\n\n✅ Research complete\n\n============================================================\n📊 Research Summary\n============================================================\nConversation ID: 12345678-1234-1234-1234-123456789abc\nTasks completed: 2\nReport URL: https://cuecue.cn/c/12345678-1234-1234-1234-123456789abc\n✅ Report saved to: ~/clawd/cuecue-reports/2026-01-30-10-15-tesla-q3-analysis.md"},{"language":"bash","snippet":"git tag 1.0.6\n   git push origin 1.0.6"},{"language":"javascript","snippet":"// Start the research task\nexec({\n  command: \"cuecue-research 'Your research query' --output ~/clawd/cuecue-reports/2026-02-01-10-00-research.md\",\n  background: true\n})\n// Returns: { sessionId: \"wild-river\", pid: 12345 }"},{"language":"javascript","snippet":"cron.add({\n  name: \"Monitor CueCue Research: wild-river\",\n  schedule: {\n    kind: \"every\",\n    everyMs: 300000  // 5 minutes\n  },\n  sessionTarget: \"isolated\",\n  wakeMode: \"now\",  // IMPORTANT: Use \"now\" to trigger immediately\n  payload: {\n    kind: \"agentTurn\",\n    message: \"检查 CueCue 研究进度 (session: wild-river)。使用 process log wild-river 检查输出。如果看到 '✅ Research complete'，则：1) 读取报告文件并总结关键发现；2) 使用 cron.remove 删除此监控任务。如果仍在运行，汇报最新的 📋 Task 进度。\",\n    deliver: true,\n    channel: \"feishu\",  // or \"telegram\", \"discord\", etc.\n    to: \"GROUP_ID_OR_CHAT_ID\"  // The channel where the research was requested\n  }\n})\n// Returns: { id: \"abc-123-def\", ... }"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: cuecue-deep-research\ndescription: Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competitive analysis, and geopolitical risk evaluation. Delivers comprehensive, data-driven research reports for financial professionals and AI agents. | 专业的 AI 驱动金融研究分析工具,用于市场情报、行业报告、公司分析、政策影响评估、竞品调查和地缘政治风险评估。为金融专业人士和智能体提供全面、数据驱动的研究报告。\nversion: 1.0.8\nauthor: CueCue Team\nhomepage: https://cuecue.cn\nuser-invocable: true\nkeywords:\n  - research\n  - financial-analysis\n  - ai-agents\n  - report-generation\n  - data-analysis\n  - imitation-writing\nmetadata:\n  {\n    \"openclaw\":\n      {\n        \"emoji\": \"🔭\",\n        \"homepage\": \"https://cuecue.cn\",\n        \"user-invocable\": true,\n        \"primaryEnv\": \"CUECUE_API_KEY\",\n        \"os\": [\"darwin\", \"linux\"],\n        \"requires\": { \"bins\": [\"node\"], \"env\": [\"CUECUE_API_KEY\"] },\n        \"install\":\n          [\n            {\n              \"id\": \"npm-global\",\n              \"kind\": \"node\",\n              \"label\": \"Install via npm (global)\",\n              \"package\": \"@sensedealai/cuecue\",\n              \"bins\": [\"cuecue-research\"],\n            },\n            {\n              \"id\": \"npm-local\",\n              \"kind\": \"node\",\n              \"label\": \"Install via npm (local)\",\n              \"package\": \"@sensedealai/cuecue\",\n              \"bins\": [\"cuecue-research\"],\n            },\n          ],\n      },\n  }\n---\n\n# CueCue Deep Research Skill\n\nExecute comprehensive financial research queries using CueCue's AI-powered multi-agent system. This TypeScript SDK provides modern async/await patterns, full type safety, and both CLI and programmatic interfaces.\n\n## When to Use This Skill\n\nUse CueCue Deep Research for any finance-related investigation, analysis, or reporting needs:\n\n- **Market Research**: Stock market analysis, sector trends, market forecasts, and investment opportunities\n- **Industry Analysis**: Industry landscape studies, competitive dynamics, market structure, and growth projections\n- **Company Research**: Corporate fundamentals, financial performance, business models, and strategic positioning\n- **Policy Impact Assessment**: Regulatory changes, government policies, fiscal measures, and their market implications\n- **Geopolitical Analysis**: International relations, trade policies, regional conflicts, and their economic impact\n- **Competitive Intelligence**: Competitor analysis, market positioning, product comparisons, and strategic benchmarking\n- **Sentiment Analysis**: Public opinion tracking, media coverage analysis, and stakeholder perception studies\n- **Regional Studies**: Geographic market analysis, local economic conditions, and regional investment opportunities\n\nThis tool delivers accurate, comprehensive research reports that serve as reliable references for AI agents and financial professionals making data-driven decisions.\n\n## 何时使用此技能\n\nCueCue 深度研究适用于任何金融相关的调研、分析或报告需求:\n\n- **市场调研**: 股市分析、行业趋势、市场预测和投资机会\n- **行业分析**: 行业格局研究、竞争动"},{"path":"README.md","content":"# CueCue Deep Research Skill\n\nThis repository contains the ClawdHub skill definition for CueCue Deep Research.\n\n## Publishing to ClawdHub\n\nThe skill is automatically published to ClawdHub when a new release is created.\n\n### Automatic Publishing (Recommended)\n\n1. Create a new release on GitHub:\n   ```bash\n   git tag 1.0.6\n   git push origin 1.0.6\n   ```\n\n2. Go to GitHub Releases and create a new release from the tag\n\n3. The workflow will automatically:\n   - Update the version in SKILL.md\n   - Validate the SKILL.md file\n   - Publish to ClawdHub\n\n### Manual Publishing\n\nYou can also trigger the workflow manually:\n\n1. Go to Actions → \"Publish to ClawdHub\"\n2. Click \"Run workflow\"\n3. Enter the version number (e.g., `1.0.6`)\n4. Click \"Run workflow\"\n\n## Setup\n\nBefore publishing, ensure you have set up the `CLAWHUB_TOKEN` secret in your GitHub repository:\n\n1. Get your ClawHub API token:\n   - Visit https://clawhub.ai\n   - Login with your GitHub account\n   - Go to Settings → API Tokens\n   - Generate a new token\n\n2. Add the token to GitHub:\n   - Go to your repository Settings → Secrets and variables → Actions\n   - Click \"New repository secret\"\n   - Name: `CLAWHUB_TOKEN`\n   - Value: Your ClawHub API token\n   - Click \"Add secret\"\n\n## Skill Details\n\n- **Name**: cuecue-deep-research\n- **Description**: Conduct deep financial research using CueCue's AI-powered multi-agent system\n- **Current Version**: 1.0.5\n- **Homepage**: https://cuecue.cn\n\n## Development\n\nTo update the skill:\n\n1. Edit `SKILL.md` with your changes\n2. Update the version number in the frontmatter\n3. Commit and push your changes\n4. Create a new release to publish\n\n## License\n\nSee [LICENSE](LICENSE) file for details."},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7avkmmrbnk8pf2k8yvrkywph805pjm\",\n  \"slug\": \"cuecue-deep-research\",\n  \"version\": \"1.0.8\",\n  \"publishedAt\": 1772201102189\n}"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competiti... Skill: CueCue Deep Research Owner: xfgong Summary: Professional AI-powered financial research and analysis tool for market intelligence, industry reports, company analysis, policy impact assessment, competiti... 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