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Humanize Academic Writing

pormomo2young·momo2young· v1.0.0 · atualizado em 2026-04-10
79
Score

Transform AI-generated academic text into natural, human-like scholarly writing for social sciences. Detects AI patterns (repetitive structures, abstract language, mechanical flow) and rewrites with authentic academic voice. Use when revising AI-drafted papers, improving writing naturalness, reducing AI detection markers, or when user mentions humanizing text, academic writing quality, or social science writing for non-native English speakers.

llmprompt-engineeringacademic-writingsocial-sciencesai-detectionhumanizationwriting-quality
Linguagens
multi-language
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Documento do Skill

SKILL.mdhumanize-academic-writing/workflow
Analyze the text using `ai_detector.py` to identify AI-generated patterns.
Identify specific issues such as repetitive sentence structures, abstract language, and mechanical transitions.
Apply targeted rewriting strategies to vary sentence rhythm, reduce abstract scaffolding, and eliminate mechanical transitions.
Add scholarly voice by including appropriate hedging and critical engagement with sources.
Ground the text in specificity by naming specific theories/scholars, including concrete examples, and referencing particular contexts.
Rewrite the text, explaining the rationale for each change.
Verify improvements using `text_analyzer.py` to confirm metrics improved.
Ensure the original meaning and accuracy are preserved.

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

Humanize Academic Writing
humanize-academic-writing
Fases Cognitivas5
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.ACT
5.REFLECT
Triggers7
humanize my academic writingimprove my AI-generated social science papermake my writing sound less like AIrewrite my paper to avoid AI detectionimprove the naturalness of my academic writinghelp me write like a native English speaker in social sciencerevise my AI-drafted paper

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 humanize-academic-writing
$ synaptic skills detail humanize-academic-writing
$ synaptic skills live humanize-academic-writing

Dependências

pythonai_detector.pytext_analyzer.py

Links

GitHub Repository