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SKILL.md
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---
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name: deep-research-pro
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version: 1.0.0
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description: "多源深度研究代理。"
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homepage: https://github.com/paragshah/deep-research-pro
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metadata: {"clawdbot":{"emoji":"🔬","category":"research"}}
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---
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# Deep Research Pro 🔬
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A powerful, self-contained deep research skill that produces thorough, cited reports from multiple web sources. No paid APIs required — uses DuckDuckGo search.
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## How It Works
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When the user asks for research on any topic, follow this workflow:
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### Step 1: Understand the Goal (30 seconds)
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Ask 1-2 quick clarifying questions:
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- "What's your goal — learning, making a decision, or writing something?"
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- "Any specific angle or depth you want?"
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If the user says "just research it" — skip ahead with reasonable defaults.
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### Step 2: Plan the Research (think before searching)
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Break the topic into 3-5 research sub-questions. For example:
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- Topic: "Impact of AI on healthcare"
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- What are the main AI applications in healthcare today?
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- What clinical outcomes have been measured?
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- What are the regulatory challenges?
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- What companies are leading this space?
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- What's the market size and growth trajectory?
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### Step 3: Execute Multi-Source Search
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For EACH sub-question, run the DDG search script:
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```bash
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# Web search
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/home/clawdbot/clawd/skills/ddg-search/scripts/ddg "<sub-question keywords>" --max 8
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# News search (for current events)
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/home/clawdbot/clawd/skills/ddg-search/scripts/ddg news "<topic>" --max 5
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```
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**Search strategy:**
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- Use 2-3 different keyword variations per sub-question
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- Mix web + news searches
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- Aim for 15-30 unique sources total
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- Prioritize: academic, official, reputable news > blogs > forums
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### Step 4: Deep-Read Key Sources
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For the most promising URLs, fetch full content:
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```bash
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curl -sL "<url>" | python3 -c "
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import sys, re
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html = sys.stdin.read()
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# Strip tags, get text
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text = re.sub('<[^>]+>', ' ', html)
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text = re.sub(r'\s+', ' ', text).strip()
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print(text[:5000])
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"
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```
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Read 3-5 key sources in full for depth. Don't just rely on search snippets.
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### Step 5: Synthesize & Write Report
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Structure the report as:
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```markdown
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# [Topic]: Deep Research Report
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*Generated: [date] | Sources: [N] | Confidence: [High/Medium/Low]*
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## Executive Summary
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[3-5 sentence overview of key findings]
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## 1. [First Major Theme]
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[Findings with inline citations]
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- Key point ([Source Name](url))
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- Supporting data ([Source Name](url))
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## 2. [Second Major Theme]
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...
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## 3. [Third Major Theme]
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...
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## Key Takeaways
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- [Actionable insight 1]
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- [Actionable insight 2]
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- [Actionable insight 3]
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## Sources
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1. [Title](url) — [one-line summary]
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2. ...
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## Methodology
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Searched [N] queries across web and news. Analyzed [M] sources.
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Sub-questions investigated: [list]
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```
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### Step 6: Save & Deliver
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Save the full report:
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```bash
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mkdir -p ~/clawd/research/[slug]
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# Write report to ~/clawd/research/[slug]/report.md
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```
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Then deliver:
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- **Short topics**: Post the full report in chat
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- **Long reports**: Post the executive summary + key takeaways, offer full report as file
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## Quality Rules
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1. **Every claim needs a source.** No unsourced assertions.
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2. **Cross-reference.** If only one source says it, flag it as unverified.
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3. **Recency matters.** Prefer sources from the last 12 months.
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4. **Acknowledge gaps.** If you couldn't find good info on a sub-question, say so.
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5. **No hallucination.** If you don't know, say "insufficient data found."
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## Examples
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```
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"Research the current state of nuclear fusion energy"
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"Deep dive into Rust vs Go for backend services in 2026"
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"Research the best strategies for bootstrapping a SaaS business"
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"What's happening with the US housing market right now?"
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```
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## For Sub-Agent Usage
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When spawning as a sub-agent, include the full research request and context:
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```
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sessions_spawn(
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task: "Run deep research on [TOPIC]. Follow the deep-research-pro SKILL.md workflow.
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Read /home/clawdbot/clawd/skills/deep-research-pro/SKILL.md first.
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Goal: [user's goal]
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Specific angles: [any specifics]
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Save report to ~/clawd/research/[slug]/report.md
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When done, wake the main session with key findings.",
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label: "research-[slug]",
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model: "opus"
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)
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```
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## Requirements
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- DDG search script: `/home/clawdbot/clawd/skills/ddg-search/scripts/ddg`
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- curl (for fetching full pages)
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- No API keys needed!
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