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ContentMédio

Anti-Slop Skill

porrand·rand· v1.0.0 · atualizado em 2026-04-11
80
Score

Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preventing generic AI patterns, cleaning up existing content, or enforcing quality standards in writing, code, or design work.

content-qualityai-contentwritingcode-qualitydesign-reviewanti-patterncontent-cleanup
Linguagens
TypeScriptJavaScriptPythonJavaC#
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Documento do Skill

SKILL.mdanti-slop/workflow
1
Detect Slop: — Use `detect_slop.py` or manual review with reference files.
2
Analyze Findings: — Determine the severity and context of detected patterns.
3
Clean Slop: — Apply `clean_slop.py` or manual cleanup techniques.
4
Review Changes: — Verify that automated changes preserve meaning.
5
Refine Manually: — Address remaining issues and improve overall quality.
6
Iterate: — Repeat steps as needed for optimal results.

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

Anti-Slop Skill
anti-slop
Fases Cognitivas5
1.SENSE
2.CONTEXTUALIZE
3.RECOMMEND
4.ACT
5.REFLECT
Triggers8
detect ai slopremove generic ai patternsimprove content qualityclean up ai-generated textreview content for ai artifactseliminate ai writingfind and fix ai slopcheck for ai generated content

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 anti-slop
$ synaptic skills detail anti-slop
$ synaptic skills live anti-slop

Dependências

python

Links

GitHub Repository