{% extends "ewoooc_base.html" %} {% block title %}Agent 指揮矩陣{% endblock %} {% block ewooo_content %}
Agent Command Matrix · {{ hours }}h Window

Agent 指揮矩陣

這頁回答 AI 中樞如何分工：誰在用 Ollama、誰還在吃付費 LLM、哪些 Agent 有 RAG 命中、哪些工作流已經接上 MCP。這不是列表，是指揮官視角。

{% if overall %}
Total Calls
{{ "{:,}".format(overall.total_calls) }}{{ "{:,}".format(overall.total_tokens) }} tokens
Ollama Share
{{ "%.0f"|format(overall.local_pct) }}%{{ "{:,}".format(overall.local_calls) }} local calls
Paid Cost
${{ "%.2f"|format(overall.total_cost) }}{{ "{:,}".format(overall.paid_calls) }} paid calls
RAG Rate
{{ "%.0f"|format(overall.rag_rate) }}%{{ "{:,}".format(overall.rag_hits) }} hits
{% endif %}
{% if error %}
{{ error }}
{% endif %}
4 Agent Matrix

LLM × MCP × RAG 編排矩陣

{% for ag in agent_matrix %}{% endfor %}
Agent呼叫成本Ollama付費MCPRAG錯誤耗時
{{ ag.label }}{{ ag.desc }}{% if ag.calls > 0 %}{{ "{:,}".format(ag.calls) }}{{ "{:,}".format(ag.tokens) }} tk{% else %}—{% endif %}{% if ag.calls > 0 %}${{ "%.2f"|format(ag.cost) }}{% else %}—{% endif %}{% if ag.calls > 0 %}{{ "%.0f"|format(ag.ollama_pct) }}%A {{ ag.ollama_gcp_a }} · B {{ ag.ollama_gcp_b }} · 111 {{ ag.ollama_111 }}{% else %}—{% endif %}{% if ag.calls > 0 %}{{ "%.0f"|format(ag.paid_pct) }}%Gemini {{ ag.gemini }}{% if ag.other_paid %} · 其他 {{ ag.other_paid }}{% endif %}{% else %}—{% endif %}{% if ag.calls > 0 %}{{ "%.1f"|format(ag.mcp_rate) }}%{{ ag.mcp_calls }}{% else %}—{% endif %}{% if ag.calls > 0 %}{{ "%.1f"|format(ag.rag_rate) }}%{{ ag.rag_hits }}{% else %}—{% endif %}{% if ag.calls > 0 %}{{ "%.1f"|format(ag.error_rate) }}%{{ ag.errors }}{% else %}—{% endif %}{% if ag.calls > 0 %}{{ ag.avg_ms }} ms{% else %}—{% endif %}
{% if recommendations %}
Rules

編排策略自動建議

{% for r in recommendations %}
{{ r.severity|upper }}{{ r.agent }}
發現：{{ r.finding }}
建議：{{ r.suggestion }}
{% endfor %}
{% endif %} {% if mcp_matrix %}
MCP Detail

MCP server × caller 工作量

{% for m in mcp_matrix %}{% endfor %}
MCP ServerCallertool 呼叫cachecache 率成本
{{ m.server }}{{ m.caller }}{{ "{:,}".format(m.calls) }}{{ m.cache_hits }}{{ "%.0f"|format(m.cache_rate) }}%${{ "%.4f"|format(m.cost) }}
{% endif %}

Operation Ollama-First v5.0 — Agent 指揮矩陣

{% endblock %}