academic-deep-research
深度研究、穷尽分析和文献综述,支持多源验证和证据层次,生成带引用的学术风格报告
npx skills add kesslerio/academic-deep-research-clawhub-skill --skill academic-deep-researchBefore / After 效果对比
1 组手动完成深度研究、穷尽分析和文献综述,相关任务,需要反复操作和确认,整个过程大约需要112分钟,容易出错且效率低下
使用该 Skill 自动化处理,智能分析和执行,3分钟内完成全部工作,准确率高且流程标准化
description SKILL.md
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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