AgentSkillsCN

trade-confirmation-matching

在培训运营人员使用AI辅助的交易确认匹配系统时使用。建议在正式上线前使用。该技能可生成面向分析师与高级分析师的角色专属培训材料。

SKILL.md
--- frontmatter
name: trade-confirmation-matching
description: Use when training Operations staff to work with AI-assisted trade confirmation matching systems. Use before go-live. Produces role-specific training materials for analysts and senior analysts.

Trade Confirmation Matching

Overview

Role-specific training materials for Operations staff working with AI-assisted trade confirmation matching systems. Covers Operations Analyst and Senior Analyst roles with confidence-based routing, override procedures, and escalation guidelines.

Core principle: The AI is a tool that augments expertise—it does not replace judgment. Staff retain full override authority on any AI decision.

When to Use

  • •Preparing for AI system rollout in Operations
  • •Training new staff on AI-assisted matching
  • •Refresher training for existing staff
  • •Developing training programs for similar AI systems

System Overview

Confidence LevelThresholdExpected VolumeAction
Auto-Match≥95%~72%System matches automatically
Analyst Review80-94%~24%Operations Analyst reviews
Escalation<80%~4%Senior Analyst handles

Training Content

Operations Analyst Training

  • •Module 1.1: Role changes and workflow overview
  • •Module 1.2: Understanding confidence scores and AI assessments
  • •Module 1.3: Performing reviews (step-by-step process)
  • •Module 1.4: When and how to override AI decisions
  • •Module 1.5: Escalation guidelines
  • •Module 1.6: Practice exercises with answers
  • •Module 1.7: Quick reference card

Senior Operations Analyst Training

  • •Module 2.1: Expanded responsibilities
  • •Module 2.2: Handling escalations (system and analyst)
  • •Module 2.3: Override authority and approval process
  • •Module 2.4: Quality assurance procedures
  • •Module 2.5: Pattern recognition and process improvement
  • •Module 2.6: Supporting and coaching analysts

Operations Manager Training

  • •Monitoring dashboards and KPIs
  • •Governance and risk reporting
  • •Issue escalation and resolution

Key Concepts

Confidence Score Interpretation

ScoreInterpretationTime Target
90-94%Usually approve, verify flagged fields2-3 min
85-89%Careful review, check source docs5-7 min
80-84%Thorough review, consider escalation10+ min

Override Documentation

When overriding AI recommendations, document:

  1. •What the AI suggested
  2. •What you decided instead
  3. •Why (brief explanation)

Supporting Files

  • •training-materials.md - Complete role-specific training content