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Use when you need to route a user input to the correct role in finops-Toolkit — detects intent and selects the appropriate role
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Based on SOC occupation classification
金融运营技能工具包 - 7角色分工，覆盖内容生产、活动策划、产品运营、数据分析、合规审查的全链路运营团队。当用户需要制定运营规划、分析数据、设计活动、撰写内容、审查合规时激活。
项目管理技能包。提供竞品分析、用户洞察、增长飞轮、A/B测试等 PM 核心能力，对接 finops-Toolkit 各角色的策略制定和效果验证阶段。
Use when you need to generate user-facing and AI-facing documentation for finops-Toolkit
Use when you need to capture user corrections and maintain a feedback log for finops-Toolkit
Use when you need to execute a multi-step pipeline of finops roles with defined order, dependencies, and validation gates between stages
社区舆情监控框架。用于监控天天基金/蚂蚁财富等平台的基金社区讨论、用户情绪、热点话题、大V粉丝群，输出舆情简报。
| name | router |
| description | Use when you need to route a user input to the correct role in finops-Toolkit — detects intent and selects the appropriate role |
Routes user input to the correct role using LLM-based semantic matching. Reads manifest.yaml to get available roles and their triggers.
User Input
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Load manifest.yaml
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Extract intent from user input using LLM
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Match intent against role triggers in manifest
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├─ High confidence (≥ threshold) → Route to target role
├─ Medium confidence (< threshold) → Return candidates, ask user
└─ No match → Route to default_role, log feedback
You are a router for FinOps Toolkit. Given the user input, select the most appropriate role.
Available roles:
- operations-director: 定方向、资源分配、季度/年度规划、go/no-go决策
- strategy-ops: 增长策略、用户分层、竞品分析、策略方案、A/B测试
- content-ops: 写文案、做内容、投教内容、多平台分发
- campaign-ops: 设计活动、活动策划、拉新/留存活动
- product-ops: 产品功能、自运营、运营工具、PRD
- data-ops: 分析数据、复盘效果、数据监控、指标体系
- compliance-ops: 检查合规、合规审查（高置信度直接过）
User input: {user_input}
Output format:
- Role: [role_name]
- Confidence: [high/medium/low]
- Reasoning: [brief explanation]
GATE: Manifest Required