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academic-deep-research

by @kessleriov
4.2(3)

Deep research, exhaustive analysis, and literature review, supporting multi-source verification and evidence hierarchy, generating academic-style reports with citations.

researchliterature-reviewacademic-writingcitationdeep-analysisGitHub
Installation
npx skills add kesslerio/academic-deep-research-clawhub-skill --skill academic-deep-research
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Before / After Comparison

1
Before

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

After

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:

  • Deep research, exhaustive analysis, or literature review

  • Multi-source verification and evidence hierarchies

  • Academic-style reports with citations

Required Stop Points

  • Initial engagement: ask 2–3 clarifying questions and confirm understanding.

  • Research plan: present themes, steps, and deliverables; wait for approval.

  • Final report: deliver full narrative report with citations.

Minimum Requirements

  • Two full research cycles per theme.

  • Analyze between every tool call.

  • Multiple sources per claim; contradictions addressed.

  • APA 7th in-text citations and reference list.

  • Narrative-only final report (no lists or tables).

References

  • 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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Rating4.2 / 5.0
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Updated2026年3月23日
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Compatible Platforms

🔧Claude Code

Timeline

Created2026年3月23日
Last Updated2026年3月23日