academic-deep-research
Deep research, exhaustive analysis, and literature review, supporting multi-source verification and evidence hierarchy, generating academic-style reports with citations.
npx skills add kesslerio/academic-deep-research-clawhub-skill --skill academic-deep-researchBefore / After Comparison
1 组Manually completing in-depth research, exhaustive analysis, and literature reviews, along with related tasks, requires repetitive operations and confirmations. The entire process takes approximately 112 minutes, is prone to errors, and is inefficient.
Using this Skill automates processing, intelligent analysis, and execution, completing all work within 3 minutes with high accuracy and standardized processes.
academic-deep-research
Academic Deep Research 🔬
When to Use
Trigger this skill when the user wants:
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Deep research, exhaustive analysis, or literature review
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Multi-source verification and evidence hierarchies
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Academic-style reports with citations
Required Stop Points
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Initial engagement: ask 2–3 clarifying questions and confirm understanding.
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Research plan: present themes, steps, and deliverables; wait for approval.
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Final report: deliver full narrative report with citations.
Minimum Requirements
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Two full research cycles per theme.
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Analyze between every tool call.
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Multiple sources per claim; contradictions addressed.
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APA 7th in-text citations and reference list.
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Narrative-only final report (no lists or tables).
References
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reference/protocol.md— research phases, tool order, and analysis rules -
reference/writing-style.md— narrative constraints and phase formatting -
reference/citations-apa.md— citation rules and examples -
reference/report-template.md— required report structure -
reference/error-handling.md— gaps, contradictions, failures -
reference/quality-standards.md— evidence hierarchy and confidence levels -
reference/parallel-research.md— sessions_spawn workflow -
quickref.md— short checklist -
example.md— sample usage
Weekly Installs235Repositorykesslerio/acade…ub-skillGitHub Stars7First SeenFeb 23, 2026Security AuditsGen Agent Trust HubPassSocketPassSnykWarnInstalled oncodex232kimi-cli231gemini-cli231github-copilot231amp231opencode231
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