Fast Response Optimizer ⚡#

Reduce response time from 5-20 seconds to under 1 second

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Core Optimization Strategies#

1. Reply First, Process Later#

Rule:

• Receive request → Immediately reply "Received/Processing" → Execute in background → Push result when done

Implementation:

javascript

// Quick reply
await message.send("Received, processing...");

// Background execution
const result = await processInBackground(task);

// Push result
await message.send(result);

2. Parallel Tool Execution#

Rule:

• Execute independent tool calls in parallel instead of waiting sequentially

Implementation:

javascript

// Before (sequential)
const result1 = await toolA();
const result2 = await toolB();
const result3 = await toolC();

// After (parallel)
const [result1, result2, result3] = await Promise.all([
  toolA(),
  toolB(),
  toolC()
]);

3. Memory File Caching#

Rule:

• Load cache every 1 minute via scheduled task
• Reload cache if more than 1 minute since last message
• Cache stored in SESSION-STATE.md

Implementation:

javascript

// Cache structure
const cache = {
  lastUpdate: timestamp,
  userProfile: {...},
  memorySummary: {...},
  skills: [...]
};

// Check if refresh needed
if (now - lastMessage > 60000 || now - cache.lastUpdate > 60000) {
  await refreshCache();
}

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Trigger Conditions#

ScenarioTrigger MethodAuto-triggerExecute on every message processingScheduled refreshCron job every 1 minuteManual triggerUser inputs "refresh cache"

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Cache Files#

text

SESSION-STATE.md          # Active state + cache
├── cache/               # Cache directory
│   ├── user_profile.json    # User profile cache
│   ├── memory_summary.json  # Memory summary cache
│   └── skills_list.json     # Skills list cache
└── last_refresh.txt     # Last refresh timestamp

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Performance Goals#

MetricBeforeAfterFirst Response5-20s<1sTool CallsSequential accumulationParallel executionFile ReadingRead every timeCache hitCache RefreshNoneEvery 1 min / >1 min

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Usage#

bash

# Initialize optimizer
node skills/fast-response-optimizer/bootstrap.js

# Manual cache refresh
node skills/fast-response-optimizer/scripts/cache-manager.js refresh

# Check cache status
node skills/fast-response-optimizer/scripts/cache-manager.js status

# Update message timestamp
node skills/fast-response-optimizer/scripts/cache-manager.js message

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Make every response lightning fast ⚡