---
id: daily-academic-deep-research
name: "academic-deep-research"
url: https://skills.yangsir.net/skill/daily-academic-deep-research
author: kesslerio
domain: science
tags: ["research", "literature-review", "academic-writing", "citation", "deep-analysis"]
install_count: 477
rating: 4.20 (20 reviews)
github: https://github.com/kesslerio/academic-deep-research-clawhub-skill
---

# 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

**Stats**: 477 installs · 4.2/5 (20 reviews)

## Before / After 对比

### 使用效果对比

**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

| Metric | Before | After | Change |
|---|---|---|---|
| 准确率 | 112分钟 | 3分钟 | -97% |

## Readme

# 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 Installs235Repository[kesslerio/acade…ub-skill](https://github.com/kesslerio/academic-deep-research-clawhub-skill)GitHub Stars7First SeenFeb 23, 2026Security Audits[Gen Agent Trust HubPass](/kesslerio/academic-deep-research-clawhub-skill/academic-deep-research/security/agent-trust-hub)[SocketPass](/kesslerio/academic-deep-research-clawhub-skill/academic-deep-research/security/socket)[SnykWarn](/kesslerio/academic-deep-research-clawhub-skill/academic-deep-research/security/snyk)Installed oncodex232kimi-cli231gemini-cli231github-copilot231amp231opencode231

---
*Source: https://skills.yangsir.net/skill/daily-academic-deep-research*
*Markdown mirror: https://skills.yangsir.net/api/skill/daily-academic-deep-research/markdown*