Alternatives

awesome-literature-review alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

awesome-literature-review

中文学术文献综述全流程生成。分四部分(研究背景与目的、文献梳理与分析、研究现状总结与评述、参考文献),开场先对齐题目、文献来源、输出格式与引用规范,搜文献前再确认文献规模、年份跨度、来源门槛与语种配比,清单经核验后一次性写完整篇再输出;文献可用户已有材料抽取、自己粘贴或 AI 联网搜索,写入正文的每一篇都要有真实出处,正文里的方法名与数据只能来自实际读到的摘要或全文,读不到就只写到主题层面,既防编造引用也防编造结论;评述部分要求指出结论分歧、评估方法学局限、把研究空白落到具体对象与方法上;参考文献默认国标 GB/T 7714-2015;支持对话/Markdown/Word/LaTeX 输出,可选调用 Image2 生成文献分类框架图。本 skill 面向叙述性文献综述,不做元分析和统计合并,不代做 PRISMA 系统综述的筛选与偏倚评价。触发:文献综述、写综述、literature review、帮我写文献综述、国内外研究现状。

54
Quality
68
Trust
20
Stars
#1

Last30days Skill

Similarity 97Trust 92Excellent 100

Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.

64K starsOct 7, 2026 pushresearchPythonClaude Code
$ npx skills add mvanhorn/last30days-skill -g
#2

nature-writing

Similarity 95Trust 80Excellent 100

Draft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results, figures, notes, or Chinese drafts. Use for abstracts, introductions, related work, methods, Results or experiments, discussions, conclusions, titles, full manuscript arguments, and first-submission packages such as cover letters, title pages, highlights, author contributions, availability or declaration text, and reviewer suggestions. Also use to classify Results evidence, decide what belongs in main text, captions, Methods or source data, or Supplementary Information, compress Results to the shortest sufficient evidence chain, prevent revision accretion, and audit paragraph necessity or claim repetition. Trigger on drafting a paper or section, structuring a manuscript, academic writing, first submission, 投稿材料、首次投稿、投稿信、标题页、亮点、作者贡献、数据可用性声明、推荐审稿人.

39K starsSep 2, 2026 pushresearchClaude Code
$ npx skills add Yuan1z0825/nature-skills --skill nature-writing
#3

mono-color

Similarity 91Trust 81Excellent 100

Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.

1.9K starsSep 1, 2026 pushresearchClaude Code
$ npx skills add yanliudesign/mono-color-skill --skill mono-color
#4

Academic Research Skills

Similarity 88Trust 85Excellent 100

Academic Research Skills for Claude Code: research → write → review → revise → finalize

38K starsJul 18, 2026 pushresearchPythonResearch
$ npx skills add Imbad0202/academic-research-skills
#5

GPT Researcher

Similarity 88Trust 85Excellent 100

Run autonomous deep research over web and local sources

30K starsAug 27, 2026 pushresearchPythonResearch Agent
$ npx skills add assafelovic/gpt-researcher
#6

DeepResearch

Similarity 87Trust 85Excellent 97

Tongyi Deep Research, the Leading Open-source Deep Research Agent

20K starsFeb 27, 2026 pushresearchPythonResearch Agent
$ npx skills add Alibaba-NLP/DeepResearch
#7

Local Deep Research

Similarity 86Trust 87Excellent 99

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

8.7K starsJul 18, 2026 pushresearchPythonResearch
$ npx skills add LearningCircuit/local-deep-research
#8

Academic Research Skills Codex

Similarity 83Trust 82Excellent 95

Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows

3.8K starsJun 14, 2026 pushresearchPythonResearch
$ npx skills add Imbad0202/academic-research-skills-codex
#9

Taste Skill: Anti-Slop Frontend

Similarity 69Trust 92Excellent 100

Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.

98K starsOct 14, 2026 pushdesign-creativeCodexClaude Code
$ npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
#10

Vercel React Best Practices

Similarity 69Trust 91Excellent 100

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

33K starsOct 14, 2026 pushcoding-agentsCodexClaude Code
$ npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
#11

OpenMontage

Similarity 69Trust 90Excellent 100

World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.

48K starsAug 14, 2026 pushagent-skillsPythonAI Agents
$ npx skills add calesthio/OpenMontage
#12

Apple Design

Similarity 69Trust 90Excellent 100

Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.

34K starsAug 21, 2026 pushdesign-creativeClaude CodeCodex
$ npx skills@latest add emilkowalski/skills
#13

Frontend Design

Similarity 69Trust 89Excellent 100

Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.

182K starsOct 9, 2026 pushdesign-creativeClaude CodeCodex
$ npx skills add anthropics/skills --skill frontend-design
#14

Ui Ux Pro Max Skill

Similarity 69Trust 89Excellent 100

An AI agent skill that provides design intelligence and UI/UX guidelines for building professional interfaces across multiple platforms.

107K starsJul 14, 2026 pushdevelopmentPythonClaude Code
$ npx skills add nextlevelbuilder/ui-ux-pro-max-skill
#15

Taste Skill

Similarity 69Trust 89Excellent 100

A portable AI agent skill that enhances AI-generated user interfaces with better layout, typography, motion, and spacing to avoid generic outputs.

65K starsJul 18, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add Leonxlnx/taste-skill
#16

Canvas Design

Similarity 69Trust 88Excellent 100

Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

182K starsOct 9, 2026 pushdesign-creativeClaude CodeCodex
$ npx skills add anthropics/skills --skill canvas-design

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep awesome-literature-review if it already passes your workflow test and repository review.

Next step

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