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Systematic Literature Review

porhuangwb8·huangwb8· v1.0.0 · atualizado em 2026-04-10
83
Score

Use when the user needs to conduct a systematic literature review/related work/literature survey. The AI defines search terms, performs multi-source retrieval, deduplicates results, and reads each paper, scoring it for semantic relevance (1-10) and subtopic grouping. It selects papers based on a high-score priority ratio and automatically generates a "review" word count budget (70% citation + 30% non-citation, averaged over three samples). A senior domain expert then writes the review (fixed abstract/introduction/subtopics/discussion/outlook/conclusion), with hard validation of word count and reference number, and mandatory PDF and Word export. Supports multilingual translation and intelligent compilation (en/zh/ja/de/fr/es).

systematic-reviewliterature-reviewresearch-automationrag-pipelineai-assisted-researchknowledge-synthesisacademic-writing
Linguagens
TypeScriptJavaScriptPython
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Documento do Skill

SKILL.mdsystematic-literature-review/workflow
1
Define Scope — : Determine the research topic, keywords, and desired level of detail (Premium, Standard, Basic).
2
Automated Search — : Generate multiple search queries and retrieve candidate literature from OpenAlex API.
3
Deduplication — : Remove duplicate papers from the retrieved literature.
4
AI Scoring and Extraction — : Score each paper for relevance, assign subtopic labels, and extract key data points.
5
Reference Selection — : Select a subset of papers based on relevance scores and generate a BibTeX file.
6
Structure Planning — : Plan the review's structure, including subtopics and word count allocation.
7
Expert Writing — : A domain expert writes the literature review based on the selected papers and planned structure.
8
Validation and Export — : Validate the review and export it to PDF and Word formats.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

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Árvore do Skill

Systematic Literature Review
systematic-literature-review
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.EVALUATE
5.ACT
6.REFLECT
Triggers8
conduct a systematic literature reviewperform a literature surveygenerate a related work sectioncreate a comprehensive literature reviewdo a research overviewsynthesize existing research on a topicautomate literature review processwrite a literature review using AI

Avaliar este Skill

Score Breakdown

⭐Avaliação Humana0%
🤖Sucesso de Agentes0%
🕐Atualidade100%
🔗Saúde de Dependências100%
🕸️Centralidade no Grafo0%
🛡️Segurança50%
CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download systematic-literature-review
$ synaptic skills detail systematic-literature-review
$ synaptic skills live systematic-literature-review

Dependências

LaTeXpandocbibtex

Links

GitHub Repository