AgentsAvançado

Agent Harness Construction

poraffaan-m·affaan-m· v1.0.0 · atualizado em 2026-04-10

Score

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

ai-agent-designaction-spaceobservation-designerror-recoverycontext-budgetingagent-architecturellm-optimization

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Documento do Skill

SKILL.mdagent-harness-construction/workflow

Assess Current Agent Performance: — Measure completion rate, retries, and cost.

Analyze Action Space: — Evaluate tool names, input schemas, and output shapes.

Review Observation Design: — Check for status, summary, next actions, and artifacts in tool responses.

Examine Error Recovery: — Identify root cause hints, retry instructions, and stop conditions.

Optimize Context Budgeting: — Minimize system prompt, use skills for guidance, and compact at phase boundaries.

Implement Architecture Pattern: — Choose ReAct, function-calling, or hybrid approach.

Benchmark and Iterate: — Track key metrics and refine the agent harness based on results.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

Agent Harness Construction

agent-harness-construction

Fases Cognitivas7

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.RECOMMEND

5.ACT

6.EVALUATE

7.REFLECT

Triggers8

improve agent planningoptimize tool calling in AI agentsenhance error recovery for AI agentsdesign better action spaces for agentsimprove observation quality for AI agentsoptimize agent completion ratesconstruct an agent harnessimprove agent performance

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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 agent-harness-construction

$ synaptic skills detail agent-harness-construction

$ synaptic skills live agent-harness-construction

Links

GitHub Repository