# Send Autonomous Research 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": "autonomous-research", "name": "Autonomous Research", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/tobisamaa/autonomous-research", "canonicalUrl": "https://clawhub.ai/tobisamaa/autonomous-research", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/autonomous-research", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=autonomous-research", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "autonomous-research", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T08:01:20.631Z", "expiresAt": "2026-05-07T08:01:20.631Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=autonomous-research", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=autonomous-research", "contentDisposition": "attachment; filename=\"autonomous-research-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "autonomous-research" }, "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/autonomous-research" }, "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/autonomous-research", "downloadUrl": "https://openagent3.xyz/downloads/autonomous-research", "agentUrl": "https://openagent3.xyz/skills/autonomous-research/agent", "manifestUrl": "https://openagent3.xyz/skills/autonomous-research/agent.json", "briefUrl": "https://openagent3.xyz/skills/autonomous-research/agent.md" } } ``` ## Documentation ### Autonomous Research Conduct comprehensive research independently. ### When to Use Deep research on any topic Information gathering without guidance Analysis and synthesis of findings Creating detailed reports ### 1. Independent Research Find relevant information sources Evaluate source credibility Extract key information Cross-reference multiple sources ### 2. Analysis and Synthesis Identify patterns and connections Analyze conflicting information Synthesize findings into coherent insights Draw evidence-based conclusions ### 3. Report Generation Structure findings logically Create comprehensive reports Include citations and sources Present actionable insights ### 4. Source Management Track information sources Manage citations and references Evaluate source reliability Update findings with new information ### Research Process 1. TOPIC DEFINITION → Clarify research scope 2. SOURCE IDENTIFICATION → Find relevant sources 3. INFORMATION EXTRACTION → Extract key data 4. ANALYSIS → Analyze and synthesize findings 5. REPORTING → Create comprehensive report 6. VALIDATION → Verify accuracy and completeness ### Quick Actions research [topic] - Conduct comprehensive research analyze sources - Evaluate source credibility synthesize findings - Create insights from data generate report - Create detailed report validate research - Verify accuracy and completeness ### Usage Examples "Research AI agent monetization strategies for 2026" "Analyze the current state of autonomous agent development" "Find and evaluate sources on LLM reasoning capabilities" "Create a comprehensive report on AI safety concerns" "Validate research findings and identify gaps" ### 1. Source Selection Academic papers and journals Industry reports and whitepapers Expert blogs and articles Primary sources and data ### 2. Information Extraction Key findings and insights Data points and statistics Expert opinions and analysis Methodologies and approaches ### 3. Cross-Referencing Compare information across sources Identify contradictions and agreements Validate claims with multiple sources Synthesize consensus views ### 4. Analysis Framework SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) Trend analysis and forecasting Comparative analysis Impact assessment ### Standard Format # Research Report: [Topic] ## Executive Summary - Key findings and conclusions - Actionable insights - Recommendations ## Research Scope - Objectives and questions - Methodology and sources - Limitations and assumptions ## Findings - Detailed analysis of each aspect - Data and evidence - Expert opinions ## Analysis - Patterns and trends - Implications and impact - Opportunities and threats ## Conclusion - Key takeaways - Recommendations - Future outlook ## Sources - Cited references - Additional reading - Data sources ### Credibility Criteria Author expertise and credentials Publication reputation Date and timeliness Methodology and evidence Citations and references ### Reliability Assessment Peer review status Data quality and methodology Conflict of interest disclosure Reproducibility of findings Expert consensus ### Data Collection Extract key statistics and data points Identify trends and patterns Note expert opinions and predictions Capture methodologies and approaches ### Content Analysis Identify main arguments and conclusions Extract supporting evidence Note limitations and caveats Capture implications and applications ### Pattern Identification Group similar findings Identify common themes Note contradictions and agreements Map relationships between concepts ### Insight Generation Draw conclusions from evidence Identify implications and impact Generate actionable recommendations Forecast future trends ### Report Writing Structure findings logically Use clear and concise language Include supporting evidence Provide actionable recommendations ### Accuracy Verification Cross-check facts and figures Validate sources and citations Review for logical consistency Check for bias and objectivity ### Completeness Check Ensure all aspects covered Identify missing information Verify research scope Check for gaps and limitations ### Clarity Assessment Review readability and structure Check for logical flow Verify clarity of recommendations Ensure actionable insights ### 1. Multi-Source Analysis Combine information from diverse sources Identify consensus and contradictions Synthesize comprehensive view Provide balanced perspective ### 2. Trend Analysis Identify emerging patterns Forecast future developments Analyze historical trends Predict implications ### 3. Comparative Research Compare different approaches Evaluate alternatives Identify best practices Recommend optimal solutions ### 4. Impact Assessment Analyze implications and consequences Evaluate risks and opportunities Assess feasibility and viability Recommend mitigation strategies ### Task Orchestra Coordinate multiple research agents Manage complex research projects Orchestrate data collection and analysis ### Content Creation Generate research-based content Create data-driven reports Produce evidence-based recommendations ### Analysis Skills Apply advanced analytical techniques Use specialized analysis frameworks Generate deeper insights ### Best Practices Start Broad: Begin with wide scope, then narrow down Diversify Sources: Use multiple types of sources Cross-Reference: Verify information across sources Stay Current: Use recent and relevant sources Be Critical: Question assumptions and biases Document Everything: Keep detailed records of sources Validate Findings: Check accuracy and completeness Provide Context: Explain significance and implications ### Technology AI and machine learning trends Software development best practices Emerging technologies Technical comparisons ### Business Market analysis and trends Competitive research Business models and strategies Industry analysis ### Science Research findings and breakthroughs Scientific methods and approaches Experimental results and analysis Theoretical developments ### Social Social trends and behaviors Cultural analysis Public opinion and sentiment Demographic studies ### 1. Research Reports Comprehensive analysis with citations Executive summaries Detailed findings and recommendations ### 2. Data Reports Statistical analysis and visualization Data-driven insights Trend analysis and forecasting ### 3. Comparative Reports Side-by-side comparisons Evaluation matrices Recommendation frameworks ### 4. Executive Briefs Concise summaries Key insights and takeaways Actionable recommendations ### Success Metrics Comprehensiveness: Coverage of all relevant aspects Accuracy: Factual correctness and reliability Depth: Quality and depth of analysis Actionability: Practical value of recommendations Clarity: Readability and understandability Credibility: Quality and reliability of sources Remember: Good research is thorough, accurate, and actionable. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: tobisamaa - Version: 1.0.0 ## 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: 2026-04-30T08:01:20.631Z - Expires at: 2026-05-07T08:01:20.631Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/autonomous-research) - [Send to Agent page](https://openagent3.xyz/skills/autonomous-research/agent) - [JSON manifest](https://openagent3.xyz/skills/autonomous-research/agent.json) - [Markdown brief](https://openagent3.xyz/skills/autonomous-research/agent.md) - [Download page](https://openagent3.xyz/downloads/autonomous-research)