AgentSkillsCN

money-mode-router

Kraken客户技能，能够将用户目标转化为具体的Kraken行动模式（支付、投资、交易、链上操作、自动化），并将每次会话持久化至SerenDB。

SKILL.md
--- frontmatter
name: money-mode-router
description: "Kraken customer skill that converts user goals into a concrete Kraken action mode (payments, investing, trading, on-chain, automation) and persists each session to SerenDB"

Kraken Money Mode Router

Route users to the best Kraken product flow fast.

Use this skill when a user asks things like:

  • •"What should I use in Kraken?"
  • •"Should I trade, invest, pay, or go on-chain?"
  • •"Give me a plan for my money on Kraken"

What It Does

  1. •Captures user intent with a short questionnaire.
  2. •Scores Kraken money modes against user goals.
  3. •Returns a primary mode and backup mode.
  4. •Produces a concrete action checklist users can execute immediately.
  5. •Stores session, answers, recommendations, and action plan in SerenDB.

Modes

  • •payments -> Krak-focused everyday money movement
  • •investing -> multi-asset portfolio building
  • •active-trading -> hands-on market execution
  • •onchain -> Kraken spot funding endpoints for deposits, withdrawals, and wallet transfers
  • •automation -> rules-based, repeatable execution

Setup

  1. •Copy .env.example to .env.
  2. •Set SERENDB_CONNECTION_STRING (required).
  3. •Set SEREN_API_KEY (required for Kraken account context).
  4. •Copy config.example.json to config.json.
  5. •Install dependencies: pip install -r requirements.txt.

Commands

bash
# Initialize SerenDB schema
python scripts/agent.py init-db

# Interactive recommendation flow
python scripts/agent.py recommend --config config.json --interactive

# Recommendation flow from JSON answers file
python scripts/agent.py recommend --config config.json --answers-file answers.json

Output

The agent returns:

  • •primary mode
  • •backup mode
  • •confidence score
  • •top reasons
  • •action checklist
  • •API-backed mode coverage
  • •session id for querying SerenDB history

Data Model (SerenDB)

Tables created by init-db:

  • •kraken_skill_sessions
  • •kraken_skill_answers
  • •kraken_skill_recommendations
  • •kraken_skill_actions
  • •kraken_skill_events

Notes

  • •This skill does not implement compliance policy logic. It routes user intent and lets Kraken API permissions enforce availability.
  • •The router only recommends modes backed by currently configured publishers.