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Self-Refinement and Iterative Improvement Framework

porneolabhq·neolabhq· v1.0.0 · atualizado em 2026-04-10
80
Score

Reflects on previous responses and outputs using a self-refinement framework for iterative improvement. Employs complexity triage and verification to enhance accuracy and effectiveness.

ai-agentsself-refinementiterative-improvementcode-qualitytestingarchitecturedesignreflection
Linguagens
TypeScriptJavaScriptPythonJavaC#
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Documento do Skill

SKILL.mdreflexion-reflect/workflow
1
Task Complexity Triage: — Determine the appropriate reflection depth (Quick, Standard, or Deep) based on the task.
2
Initial Assessment: — Evaluate the output for completeness, quality, correctness, and dependencies.
3
Code-Specific Reflection (if applicable): — Check for existing libraries, architecture, code quality, and testing.
4
Non-Code Output Reflection (if applicable): — Evaluate content quality and identify improvement triggers.
5
Refinement Planning: — If needed, identify issues, propose solutions, and prioritize fixes.
6
Final Verification: — Perform a self-refine checklist and answer reflection questions.
7
Improvement Directive: — Generate a directive for the next iteration.

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

Self-Refinement and Iterative Improvement Framework
reflexion-reflect
Fases Cognitivas5
1.SENSE
2.CONTEXTUALIZE
3.EVALUATE
4.RECOMMEND
5.REFLECT
Triggers8
reflect on previous responseimprove the previous outputself-refine the solutioncritically evaluate the codeassess the quality of the codeidentify flaws in the implementationfind deficiencies in the solutionperform a self-verification check

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 reflexion-reflect
$ synaptic skills detail reflexion-reflect
$ synaptic skills live reflexion-reflect

Dependências

moment.jsdate-fnsdayjsjoiyupzodaxiosfetchgotReduxMobXZustandlodashramdaunderscoreAuth0SupabaseSendGridMailgunS3CloudinaryElasticsearchAlgoliaMeiliSearchBullRabbitMQ

Links

GitHub Repository