Agent Skills

omni-combos-routing

Create and manage routing combos with 19 strategies (priority, weighted, round-robin, Auto-combo, and more). Configure fallback chains, test routing outcomes, and retrieve combo metrics.

Install

npx skills add https://github.com/diegosouzapw/omniroute --skill omni-combos-routing
SKILL.md

Overview

Create and manage routing combos with 19 strategies (priority, weighted, round-robin, Auto-combo, and more). Configure fallback chains, test routing outcomes, and retrieve combo metrics.

Authentication

All requests require a valid Bearer token or session cookie. Obtain a token via POST /api/auth/login or configure REQUIRE_API_KEY=false for local development.

Endpoints

GET /api/combos

List routing combos

curl https://localhost:20128/api/combos \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

POST /api/combos

Create routing combo

curl -X POST https://localhost:20128/api/combos \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

GET /api/combos/{id}

Get combo by ID

curl https://localhost:20128/api/combos/{id} \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

PUT /api/combos/{id}

Update combo

Partial update: the body is merged onto the stored combo, so a field left out keeps its current value. An array that IS sent replaces the stored one outright.

curl -X PUT https://localhost:20128/api/combos/{id} \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

PATCH /api/combos/{id}

Update combo

Partial update: the body is merged onto the stored combo, so a field left out keeps its current value. An array that IS sent replaces the stored one outright.

curl -X PATCH https://localhost:20128/api/combos/{id} \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

DELETE /api/combos/{id}

Delete combo

curl -X DELETE https://localhost:20128/api/combos/{id} \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

GET /api/combos/metrics

Get combo metrics

curl https://localhost:20128/api/combos/metrics \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

POST /api/combos/test

Test a combo configuration

curl -X POST https://localhost:20128/api/combos/test \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

GET /api/fallback/chains

List fallback chains

Returns all registered fallback chains for model routing.

curl https://localhost:20128/api/fallback/chains \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

POST /api/fallback/chains

Create fallback chain

Registers a fallback routing chain for a model.

curl -X POST https://localhost:20128/api/fallback/chains \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

DELETE /api/fallback/chains

Delete fallback chain

curl -X DELETE https://localhost:20128/api/fallback/chains \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

GET /api/combos/auto

GET combos › auto

curl https://localhost:20128/api/combos/auto \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

GET /api/combos/builder/options

GET combos › builder › options

curl https://localhost:20128/api/combos/builder/options \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN"

POST /api/combos/duplicate

POST combos › duplicate

curl -X POST https://localhost:20128/api/combos/duplicate \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

POST /api/combos/reorder

POST combos › reorder

curl -X POST https://localhost:20128/api/combos/reorder \
  -H "Authorization: Bearer $OMNIROUTE_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

Payloads

See the full OpenAPI specification at GET /api/openapi/spec or docs/openapi.yaml for detailed request/response schemas.

OmniRoute — Routing & Combos

Requires OMNIROUTE_URL and OMNIROUTE_KEY. See entry-point SKILL for setup.

What is a combo?

A combo is a named group of providers/models with a routing strategy. All requests through a combo are automatically distributed, failed-over, and load-balanced — the caller uses a single model ID like my-combo.

List existing combos

curl $OMNIROUTE_URL/api/combos \
  -H "Authorization: Bearer $OMNIROUTE_KEY"

Response includes id, name, strategy, enabled, and per-target stats.

Create a combo

curl -X POST $OMNIROUTE_URL/api/combos \
  -H "Authorization: Bearer $OMNIROUTE_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "my-combo",
    "strategy": "priority",
    "targets": [
      { "provider": "anthropic", "model": "claude-opus-4-7", "weight": 1 },
      { "provider": "openai",    "model": "gpt-4o",           "weight": 1 }
    ]
  }'

19 public routing strategies

Strategy Description
priority Always use target[0]; fall back on error
weighted Distribute by weight percentage
round-robin Rotate targets in order
context-relay Chain models for very long contexts
fill-first Fill quota of target[0] before spilling
p2c Power-of-two choices: sample two targets, pick the better candidate
random Uniform random selection
least-used Route to the target with the lowest observed usage
cost-optimized Pick the cheapest eligible target for the token estimate
reset-aware Prefer targets based on quota-reset state
reset-window Order targets by their configured reset window
headroom Prefer targets with more remaining quota headroom
strict-random Random without repeating until all targets have been used
auto Auto-Combo scoring across 16 factors
lkgp Last-known-good-provider sticky routing
context-optimized Pick the best model for the request's context size
cache-optimized Prefer targets with stronger cache affinity
fusion Run a panel in parallel and synthesize one judged response
pipeline Run a configured sequence of targets as a pipeline

Auto-combo (recommended for production)

Auto-combo scores each candidate on 16 factors every request:

curl -X POST $OMNIROUTE_URL/api/combos \
  -H "Authorization: Bearer $OMNIROUTE_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "prod-auto",
    "strategy": "auto",
    "targets": [
      { "provider": "anthropic", "model": "claude-sonnet-4-6" },
      { "provider": "openai",    "model": "gpt-4o-mini" },
      { "provider": "google",    "model": "gemini-2.0-flash" }
    ]
  }'

Then call it with:

curl -X POST $OMNIROUTE_URL/v1/chat/completions \
  -H "Authorization: Bearer $OMNIROUTE_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "model": "prod-auto", "messages": [{ "role": "user", "content": "Hello" }] }'

Activate / deactivate a combo

# Activate
curl -X PUT $OMNIROUTE_URL/api/combos/{id}/toggle \
  -H "Authorization: Bearer $OMNIROUTE_KEY" \
  -d '{ "enabled": true }'

Get combo metrics

curl $OMNIROUTE_URL/api/combos/{id}/metrics \
  -H "Authorization: Bearer $OMNIROUTE_KEY"

Returns p50/p95/p99 latency, success rate, cost, and per-target breakdown.

Simulate routing (dry run)

curl -X POST $OMNIROUTE_URL/api/routing/simulate \
  -H "Authorization: Bearer $OMNIROUTE_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "comboId": "{id}", "messages": [{ "role": "user", "content": "test" }] }'

Returns which provider would be selected and why — no actual API call is made.

Via MCP (if OmniRoute is your MCP server)

omniroute_list_combos     → list all combos
omniroute_switch_combo    → enable/disable a combo
omniroute_set_routing_strategy → change strategy at runtime
omniroute_simulate_route  → dry-run routing decision
omniroute_best_combo_for_task → get recommendation by task type

Errors

  • 404 combo not found → check id from /api/combos
  • 400 invalid strategy → use one of the 19 strategies above
  • 409 name conflict → combo name already exists

Related skills

entra-app-registrationmicrosoft606KGuides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.azure-messagingmicrosoft595KTroubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, message lock expired, lock renewal, lock renewal batch, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, servicentra-agent-idmicrosoft328KProvision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmi_path token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app registsupabasesupabase298KUse when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, declarative schemas, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector); deb

Search skills and MCP servers

Fuzzy search across 23,137 skills and servers