omni-inference
The core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API.
Skill by jaccen
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/jaccen-omni-inference
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: backend, ml
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What's inside
- Skill name
omni-inference- Description
- The core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API. The primary integration surface for AI agents.
- License
- Apache-2.0
- Instructions
- 586 lines in SKILL.md · view on GitHub
Before installing
- Instructions call the network
Agent Skills spec issues
- body: 586 lines (spec recommends under 500)
Files (1)
- SKILL.md
SKILL.md (first lines)
<!-- generated by src/lib/agentSkills/generator.ts; manual edits will be overwritten -->
## Overview
The core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API. The primary integration surface for AI agents.
## 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
### POST /api/v1/chat/completions
Create chat completion
OpenAI-compatible chat completions endpoint. Routes to configured providers.
```bash
curl -X POST https://localhost:20128/api/v1/chat/completions \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### GET /api/v1/ws
Chat completion over WebSocket (handshake + upgrade)
OpenAI-compatible chat over a WebSocket connection. `GET` with `?handshake=1` returns the connection descriptor (auth path, message protocol and live-event channels) as JSON; a plain `GET` without an Upgrade returns `426 Upgrade Required`. After upgrading, the client exchanges JSON frames — `{type:"request", id, payload:{model, messages}}` to start a completion and `{type:"cancel", id}` to abort it. A separate live channel (default port `LIVE_WS_PORT=20129`, path `/live`) streams dashboard events on the `requests`, `combo` and `credentials` topics with a 15s heartbeat. Requires an API key.
```bash
curl https://localhost:20128/api/v1/ws \
-H "Authorization: Bearer $AIRoute_TOKEN"
```
### POST /api/v1/providers/{provider}/chat/completions
Create chat completion (provider-specific)
Routes to a specific provider by name.
```bash
curl -X POST https://localhost:20128/api/v1/providers/{provider}/chat/completions \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### POST /api/v1/api/chat
Ollama-compatible chat endpoint
Provides compatibility with Ollama's /api/chat format.
```bash
curl -X POST https://localhost:20128/api/v1/api/chat \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### POST /api/v1/messages
Create message (Anthropic-compatible)
Anthropic Messages API endpoint. Routes to Claude providers.
```bash
curl -X POST https://localhost:20128/api/v1/messages \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### POST /api/v1/messages/count_tokens
Count tokens for a message
```bash
curl -X POST https://localhost:20128/api/v1/messages/count_tokens \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### POST /api/v1/responses
Create response (OpenAI Responses API)
OpenAI Responses API endpoint.
```bash
curl -X POST https://localhost:20128/api/v1/responses \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### POST /api/v1/embeddings
Create embeddings
```bash
curl -X POST https://localhost:20128/api/v1/embeddings \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```
### POST /api/v1/providers/{provider}/embeddings
Create embeddings (provider-specific)
```bash
curl -X POST https://localhost:20128/api/v1/providers/{provider}/embeddings \
-H "Authorization: Bearer $AIRoute_TOKEN"
-H "Content-Type: application/json" \
-d '{}'
```From jaccen/AIRoute, Apache-2.0.
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Signals
- Stars
- 35
- Forks
- 8
- Open issues
- 2
- Last commit (this folder)
- Jul 11, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/jaccen/AIRoute
- Website
- jaccen.github.io/AIRoute/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
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cli-keys
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omni-api-keys
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Cite this page
omni-inference skill. Agent Mart. https://agentmart.dev/skills/jaccen-omni-inference (last updated 2026-10-24)