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deep-research

Multi-source deep research with evidence grading and contradiction detection. Use for any question requiring thorough investigation, competitive analysis, technology evaluation, or fact-finding across multiple sources. Triggers on: 'research this', 'deep dive into', 'investigate', 'what does the evidence say', 'compare options', 'find out about', 'analyze the landscape'.

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Repository
onfire7777/universal-ai-skills-library
Last source activity
May 10, 2026 at 01:21
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English
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name
deep-research
description
Multi-source deep research with evidence grading and contradiction detection. Use for any question requiring thorough investigation, competitive analysis, technology evaluation, or fact-finding across multiple sources. Triggers on: 'research this', 'deep dive into', 'investigate', 'what does the evidence say', 'compare options', 'find out about', 'analyze the landscape'.
# Deep Research ## Thinking Protocol Before starting, answer silently: 1. What is the **actual question**? (Restate precisely โ€” don't drift) 2. What would constitute a **strong vs weak** answer? 3. What are my **known unknowns**? ## Execution ### Phase 1: Decompose Break into 3-7 precise sub-questions. For each, state what evidence type would answer it. ### Phase 2: Multi-Source Search Per sub-question, search minimum 3 independent sources. Prefer: - Primary over secondary sources - Recent over dated (flag anything >2 years old) - Peer-reviewed/official over blog posts - Contradicting sources are MORE valuable โ€” seek them out ### Phase 3: Evidence Grading Every claim gets a confidence tier: - **HIGH** โ€” Multiple independent sources agree, empirical evidence - **MEDIUM** โ€” Single credible source, or sources with caveats - **LOW** โ€” Anecdotal, single blog post, or inference - **CONTESTED** โ€” Sources directly contradict (present both sides) ### Phase 4: Synthesize ``` ## [Topic]: Key Findings ### [Sub-question 1] [Finding] โ€” Confidence: [tier] Evidence: [citations] ### Contradictions & Open Questions [Where sources disagree, what remains unknown] ### Implications [What this means for the user's actual goal] ``` ## Rules ๐Ÿšจ Never present inference as fact. If reasoning beyond evidence, say so. ๐Ÿšจ If confirming expectations, stop and search for disconfirming evidence. ๐Ÿšจ State what you DON'T know with the same confidence you state what you do.
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