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Token Efficiency Expert

pordelphine-l·delphine-l· v1.0.0 · atualizado em 2026-04-10
81
Score

Token optimization best practices for cost-effective Claude Code usage. Automatically applies efficient file reading, command execution, and output handling strategies. Includes model selection guidance (Opus for learning, Sonnet for development/debugging). Prefers bash commands over reading files.

token-optimizationcost-efficiencyclaude-apiprompt-engineeringresource-managementllm-best-practices
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Documento do Skill

SKILL.mdtoken-efficiency/workflow
1
Assess Task Complexity: — Determine if Opus (deep understanding) or Sonnet (general tasks) is appropriate.
2
Minimize Output: — Use quiet/minimal output modes for commands.
3
Avoid Full File Reads: — Use `grep`, `head`, `tail`, or bash commands instead of reading entire files.
4
Limit File Reads: — If reading is necessary, read only specific sections or a limited number of lines.
5
Filter Command Output: — Limit or filter command output to relevant information.
6
Summarize Information: — Summarize large outputs instead of dumping them.
7
Optimize Code Reading: — Get an overview, read structure, search for specific code, and read only relevant sections.

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

Token Efficiency Expert
token-efficiency
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.RECOMMEND
5.ACT
6.REFLECT
Triggers6
optimize token usagereduce Claude costsimprove token efficiencyuse cost-effective strategiesminimize token consumptionapply token optimization techniques

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 token-efficiency
$ synaptic skills detail token-efficiency
$ synaptic skills live token-efficiency

Links

GitHub Repository