cs‐Auto Combo

diegosouzapw edited this page 2026-05-23 00:33:49 -03:00

Table of Contents

• OmniRoute Auto-Combo Engine (Čeština)
• How It Works
• Mode Packs
• Self-Healing
• Bandit Exploration
• API
• Task Fitness
• Files

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🇨🇿 Čeština | 🇺🇸 English | Language Hub

OmniRoute Auto-Combo Engine (Čeština)

🌐 Languages: 🇺🇸 English · 🇸🇦 ar · 🇧🇬 bg · 🇧🇩 bn · 🇨🇿 cs · 🇩🇰 da · 🇩🇪 de · 🇪🇸 es · 🇮🇷 fa · 🇫🇮 fi · 🇫🇷 fr · 🇮🇳 gu · 🇮🇱 he · 🇮🇳 hi · 🇭🇺 hu · 🇮🇩 id · 🇮🇹 it · 🇯🇵 ja · 🇰🇷 ko · 🇮🇳 mr · 🇲🇾 ms · 🇳🇱 nl · 🇳🇴 no · 🇵🇭 phi · 🇵🇱 pl · 🇵🇹 pt · 🇧🇷 pt-BR · 🇷🇴 ro · 🇷🇺 ru · 🇸🇰 sk · 🇸🇪 sv · 🇰🇪 sw · 🇮🇳 ta · 🇮🇳 te · 🇹🇭 th · 🇹🇷 tr · 🇺🇦 uk-UA · 🇵🇰 ur · 🇻🇳 vi · 🇨🇳 zh-CN

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Self-managing model chains with adaptive scoring

How It Works

The Auto-Combo Engine dynamically selects the best provider/model for each request using a 6-factor scoring function:

Factor	Weight	Description
Quota	0.20	Remaining capacity [0..1]
Health	0.25	Circuit breaker: CLOSED=1.0, HALF=0.5, OPEN=0.0
CostInv	0.20	Inverse cost (cheaper = higher score)
LatencyInv	0.15	Inverse p95 latency (faster = higher)
TaskFit	0.10	Model × task type fitness score
Stability	0.10	Low variance in latency/errors

Mode Packs

Pack	Focus	Key Weight
🚀 Ship Fast	Speed	latencyInv: 0.35
💰 Cost Saver	Economy	costInv: 0.40
🎯 Quality First	Best model	taskFit: 0.40
📡 Offline Friendly	Availability	quota: 0.40

Self-Healing

• Temporary exclusion: Score < 0.2 → excluded for 5 min (progressive backoff, max 30 min)
• Circuit breaker awareness: OPEN → auto-excluded; HALF_OPEN → probe requests
• Incident mode: >50% OPEN → disable exploration, maximize stability
• Cooldown recovery: After exclusion, first request is a "probe" with reduced timeout

Bandit Exploration

5% of requests (configurable) are routed to random providers for exploration. Disabled in incident mode.

API

# Create auto-combo
curl -X POST http://localhost:20128/api/combos/auto \
  -H "Content-Type: application/json" \
  -d '{"id":"my-auto","name":"Auto Coder","candidatePool":["anthropic","google","openai"],"modePack":"ship-fast"}'

# List auto-combos
curl http://localhost:20128/api/combos/auto

Task Fitness

30+ models scored across 6 task types (coding, review, planning, analysis, debugging, documentation). Supports wildcard patterns (e.g., *-coder → high coding score).

Files

File	Purpose
open-sse/services/autoCombo/scoring.ts	Scoring function & pool normalization
open-sse/services/autoCombo/taskFitness.ts	Model × task fitness lookup
open-sse/services/autoCombo/engine.ts	Selection logic, bandit, budget cap
open-sse/services/autoCombo/selfHealing.ts	Exclusion, probes, incident mode
open-sse/services/autoCombo/modePacks.ts	4 weight profiles
src/app/api/combos/auto/route.ts	REST API

🏠 Home

🌍 Languages (40+)

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🚀 Getting Started

• Setup Guide
• User Guide
• Features
• Quick Start (Docker)
• Electron Desktop App
• Termux (Android)
• PWA Guide

🌐 Providers

• Provider Reference
• All Providers
• Free Tiers
• Kiro Setup

🎯 Routing & Combos

• Auto-Combo
• Reasoning Replay

🗜️ Compression

• Compression Guide
• Compression Engines
• RTK Compression
• Language Packs
• Rules Format

🔌 Integrations

• MCP Server
• A2A Server
• Agent Protocols
• OpenCode Plugin
• Webhooks
• Cloud Agents
• Skills
• Memory
• Evals
• Gamification

🏗️ Architecture

• Architecture Overview
• Codebase Documentation
• Repository Map
• Authorization Guide
• Resilience Guide

🔒 Security

• Guardrails
• Compliance
• Error Sanitization
• Public Credentials
• Route Guard Tiers
• Stealth Guide
• CLI Token Auth

📋 Reference

• API Reference
• CLI Tools
• Environment Variables

🚀 Operations

• VM Deployment
• Fly.io Deployment
• Tunnels Guide
• Proxy Guide
• SQLite Runtime
• Coverage Plan
• Release Checklist

ℹ️ More

• Troubleshooting
• i18n / Translations
• Uninstall
• Contributing
• Comparison vs Alternatives

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