{"id":"cb99f512-1d47-4703-a057-7d9fa943bb29","shortId":"wEZnHn","kind":"skill","title":"deep-researcher","tagline":"Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources. Use when the user needs thorough investigation, market research, technical deep-dives, due diligence, or comprehensive analysis on any subject.","description":"# Deep Researcher\n\nA comprehensive research workflow skill that guides Claude through systematic, multi-layered research on any topic.\n\n## When to use this skill\n\nUse this skill when the user:\n- Asks for \"deep research\" or \"comprehensive research\" on a topic\n- Needs thorough investigation or due diligence\n- Requests market research or competitive analysis\n- Wants technical deep-dives or architecture reviews\n- Needs literature reviews or trend analysis\n- Asks for detailed reports with multiple perspectives\n\n## Research Workflow\n\n### Step 1: Define Research Scope and Objectives\n\nStart by clearly establishing research parameters:\n\n1. **Identify the main research question** - What is the primary question to investigate?\n2. **Define scope boundaries** - What aspects should be included or excluded?\n3. **Determine depth requirements** - How detailed should the research be?\n4. **Clarify expected deliverables** - What format and structure for output?\n5. **List key areas of focus** - What specific subtopics to explore?\n\nDocument these parameters before proceeding.\n\n### Step 2: Conduct Initial Exploratory Research\n\nBegin with broad reconnaissance to map the landscape:\n\n1. **Search for overview information** - Find general information, definitions, and context\n2. **Identify key sources** - Look for authoritative sources, recent publications, expert opinions\n3. **Note initial findings** - Create preliminary list of important concepts, terms, themes\n4. **Discover related topics** - Identify adjacent areas that may be relevant\n5. **Assess information gaps** - Note what's available vs. what needs deeper investigation\n\nCreate an initial research map with main themes and subtopics.\n\n### Step 3: Deep Dive into Key Areas\n\nFor each identified key area, conduct detailed investigation:\n\n1. **Targeted searches** - Use specific queries for each subtopic\n2. **Multiple perspectives** - Seek diverse viewpoints and approaches\n3. **Technical details** - Gather specific data, statistics, methodologies\n4. **Historical context** - Understand evolution and background\n5. **Current state** - Identify latest developments and trends\n6. **Future outlook** - Look for predictions, projections, emerging patterns\n\nDocument findings systematically, noting sources and credibility.\n\n### Step 4: Cross-Reference and Validate Findings\n\nEnsure accuracy and reliability:\n\n1. **Verify key facts** - Cross-check important information across multiple sources\n2. **Identify contradictions** - Note where sources disagree and investigate why\n3. **Assess source credibility** - Evaluate authority and reliability\n4. **Check recency** - Ensure information is current and relevant\n5. **Look for consensus** - Identify where experts or multiple sources agree\n6. **Flag uncertainties** - Mark areas where information is unclear or disputed\n\n### Step 5: Synthesize and Analyze Information\n\nTransform collected data into insights:\n\n1. **Identify patterns** - Look for common themes, trends, relationships\n2. **Draw connections** - Link concepts across sources and subtopics\n3. **Generate insights** - Develop original observations based on research\n4. **Compare and contrast** - Analyze similarities and differences\n5. **Evaluate implications** - Consider significance and consequences\n6. **Address the research question** - Directly answer original question with evidence\n\n### Step 6: Generate Structured Research Report\n\nCreate comprehensive, well-organized final report:\n\n```\n## Report Structure\n\n1. **Executive Summary**\n   - Brief overview of research question\n   - Key findings (3-5 main points)\n   - Main conclusions\n\n2. **Introduction**\n   - Research scope and objectives\n   - Methodology overview\n   - Key areas explored\n\n3. **Main Body** (organized by themes)\n   - Detailed findings for each key area\n   - Supporting evidence and examples\n   - Multiple perspectives where relevant\n   - Data and statistics\n\n4. **Analysis & Synthesis**\n   - Patterns and connections identified\n   - Cross-cutting themes\n   - Insights and interpretations\n\n5. **Conclusions**\n   - Direct answers to research questions\n   - Summary of most significant findings\n   - Limitations of the research\n\n6. **Sources & References**\n   - List of key sources consulted\n   - Credibility notes where relevant\n```\n\n## Research Strategies\n\n### Information Quality Standards\n\n- **Prefer primary sources** - Go to original sources when possible\n- **Recent is better** - Prioritize current information for fast-moving topics\n- **Multiple sources** - Don't rely on single source for important facts\n- **Expert opinion** - Seek recognized authorities in the field\n- **Data over anecdotes** - Prefer statistical evidence to individual stories\n\n### Analysis Techniques\n\nUse these frameworks as appropriate:\n\n- **SWOT analysis** - Strengths, Weaknesses, Opportunities, Threats\n- **Compare/Contrast** - Systematic comparison of approaches\n- **Timeline analysis** - Historical development and trends\n- **Stakeholder analysis** - Different perspectives and interests\n- **Gap analysis** - What's missing or needs further research\n\n## Pitfalls to Avoid\n\n- **Confirmation bias** - Look for information that challenges assumptions\n- **Information overload** - Know when enough research has been done\n- **Outdated information** - Always check dates and currency\n- **Single-source dependence** - Diversify sources\n- **Analysis paralysis** - Balance thoroughness with timely completion\n- **Losing focus** - Stay aligned with original objectives\n\n## Progress Tracking\n\nCopy and update this checklist as you work:\n\n```\nResearch Progress:\n- [ ] Step 1: Define scope and objectives\n- [ ] Step 2: Initial exploratory research  \n- [ ] Step 3: Deep dive into key areas\n- [ ] Step 4: Cross-reference and validate\n- [ ] Step 5: Synthesize and analyze\n- [ ] Step 6: Generate structured report\n```","tags":["deep","researcher","agent","skills","cli","karanjot786","agent-skills","ai-agents","antigravity","claude-code","claude-skills","cursor"],"capabilities":["skill","source-karanjot786","skill-deep-researcher","topic-agent-skills","topic-ai-agents","topic-antigravity","topic-claude-code","topic-claude-skills","topic-cli","topic-cursor","topic-developer-tools","topic-github-copilot","topic-llm","topic-marketplace","topic-openai"],"categories":["agent-skills-cli"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/Karanjot786/agent-skills-cli/deep-researcher","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add 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