fast-response-optimizer
# Fast Response Optimizer ⚡
> Reduce response time from 5-20 seconds to under 1 second
---
## 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();
}
```
---
## Trigger Conditions
| Scenario | Trigger Method |
|----------|----------------|
| Auto-trigger | Execute on every message processing |
| Scheduled refresh | Cron job every 1 minute |
| Manual trigger | User inputs "refresh cache" |
---
## Cache Files
```
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
```
---
## Performance Goals
| Metric | Before | After |
|--------|--------|-------|
| First Response | 5-20s | <1s |
| Tool Calls | Sequential accumulation | Parallel execution |
| File Reading | Read every time | Cache hit |
| Cache Refresh | None | Every 1 min / >1 min |
---
## 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
```
---
*Make every response lightning fast ⚡*
标签
skill
ai
