🧠 Intelligent Memory Trigger System

🎯 Skill Overview

An intelligent system that automatically determines when to create workflow documentation based on task complexity, repetition patterns, and user intent. Transforms agents from "passively waiting for instructions" to "actively providing help."

📋 Usage Scenarios

Automatically triggers this skill when encountering the following situations:

Mandatory Trigger Conditions (Hard Requirements)

1. Steps ≥ 3: Task contains 3 or more operational steps
2. Cross-system ≥ 2: Task involves 2 or more system components
3. Configuration Changes: Modifying core configuration files or system settings
4. Repetition Occurrence: Same or similar task appears for the 2nd time
5. User Explicit Request: User indicates "remember", "summarize", "process"

Recommended Trigger Conditions

1. Complexity Score ≥ 6 points (see evaluation algorithm)
2. Potential Reuse: User mentions "next time", "in the future"
3. Team Collaboration Tasks: Involving multiple agent collaboration
4. Error Risk: Complex operations prone to errors

🧠 Core Decision Logic

Complexity Evaluation Algorithm

function evaluateComplexity(taskDescription) {
  let score = 0;
  
  // 1. Step Count Evaluation
  if (taskDescription contains "first step" and "second step") score += 2;
  if (taskDescription contains "third step") score += 2;
  if (taskDescription contains "fourth step" or "finally") score += 2;
  
  // 2. System Involvement Evaluation
  if (taskDescription contains "configuration file" or ".json") score += 1;
  if (taskDescription contains "command line" or "command") score += 1;
  if (taskDescription contains "restart" or "gateway") score += 1;
  if (taskDescription contains "Feishu" or "WeChat" or "platform") score += 1;
  
  // 3. Configuration Impact Evaluation
  if (taskDescription contains "configuration" or "settings") score += 1;
  if (taskDescription contains "modify" or "edit") score += 1;
  if (taskDescription contains "add" or "delete") score += 1;
  
  // 4. Collaboration Requirement Evaluation
  if (taskDescription contains "team" or "collaboration") score += 1;
  if (taskDescription contains "multiple" or "several") score += 1;
  
  return score;
}

Decision Thresholds

• Total Score ≥ 8 points → Must create memory trigger
• Total Score 6-7 points → Recommend creating memory trigger
• Total Score ≤ 5 points → No need to create memory trigger

🔍 Repetition Pattern Detection

Task Type Identification Keywords

System Configuration: ["configuration", "settings", "install", "deploy"]
File Operations: ["create", "edit", "delete", "move"]
Command Line: ["execute", "run", "command", "script"]
Platform Integration: ["Feishu", "WeChat", "API", "integration"]

Repetition Detection Logic

When similarity between current task and historical tasks > 0.7, treat as repetition pattern and should create or reference existing workflow.