cheaper-inference/omniroute/omni-combos-routing

Name: omni-combos-routing
Author: cheaper-inference

Trust tier 3

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Checking that the SKILL.md file is still in the repository.

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 vskill@latest install cheaper-inference/omniroute/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

bash

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

POST /api/combos

Create routing combo

bash

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

GET /api/combos/{id}

Get combo by ID

bash

curl http://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.

bash

curl -X PUT http://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.

bash

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

DELETE /api/combos/{id}

Delete combo

bash

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

GET /api/combos/metrics

Get combo metrics

bash

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

POST /api/combos/test

Test a combo configuration

bash

curl -X POST http://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.

bash

curl http://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.

bash

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

DELETE /api/fallback/chains

Delete fallback chain

bash

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

GET /api/combos/auto

GET combos › auto

bash

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

GET /api/combos/builder/options

GET combos › builder › options

bash

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

POST /api/combos/duplicate

POST combos › duplicate

bash

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

POST /api/combos/reorder

POST combos › reorder

bash

curl -X POST http://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

bash

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

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

Create a combo

bash

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:

bash

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:

bash

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

bash

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

Get combo metrics

bash

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)

bash

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

Security

Security scanPassed, 90 of 100Pattern checks on the skill's files.
Model reviewPassed

See the full security report

Quality evaluation

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Source

SKILL.md in the repositoryCheckingskills/omni-combos-routing/SKILL.md

Popularity

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