# Trio

## Docs

- [Analyze Frame](https://docs.machinefi.com/api-reference/analyze-frame.md): Analyze a single image frame with VLM. Accepts a base64-encoded JPEG and a question — no stream URL needed.
- [Check Once](https://docs.machinefi.com/api-reference/check-once.md): Perform a single synchronous condition check on a YouTube Live stream
- [Cancel Job](https://docs.machinefi.com/api-reference/jobs-delete.md): Cancel a running job.
- [Get Job Details](https://docs.machinefi.com/api-reference/jobs-get.md): Get job status and details with config/stats split.
- [List Jobs](https://docs.machinefi.com/api-reference/jobs-list.md): List all jobs with optional filtering and pagination.
- [Live Digest](https://docs.machinefi.com/api-reference/live-digest.md): Generate periodic narrative summaries via SSE streaming
- [Live Monitor](https://docs.machinefi.com/api-reference/live-monitor.md): Start a continuous monitoring job that checks for a condition
- [Validate Stream](https://docs.machinefi.com/api-reference/streams-validate.md): Validate a stream URL and return rich metadata.
- [Monitoring Modes and Delivery Patterns](https://docs.machinefi.com/core-concepts/how-trio-works.md): Understand Trio endpoint modes and how results are delivered
- [Job Lifecycle](https://docs.machinefi.com/core-concepts/job-lifecycle.md): Understand job state transitions for live-monitor and live-digest
- [Snow Alert for Pittsburgh](https://docs.machinefi.com/examples/snow-alert.md): Build a weather alerting system that texts you when it starts snowing
- [Tune Monitoring for Latency, Accuracy, and Cost](https://docs.machinefi.com/guides/configuring-live-digest.md): Tune live-monitor and live-digest settings for reliability and efficiency
- [Debugging Playbook](https://docs.machinefi.com/guides/debugging.md): Systematic triage for stream, condition, and job failures
- [Use Polling](https://docs.machinefi.com/guides/poll-jobs.md): Track async jobs with `GET /jobs/{job_id}`
- [Use SSE Streaming](https://docs.machinefi.com/guides/sse-streaming.md): Consume live monitor and digest events over Server-Sent Events
- [Use Webhooks](https://docs.machinefi.com/guides/webhooks.md): Deliver Trio events via webhook callbacks
- [Writing Reliable Conditions](https://docs.machinefi.com/guides/writing-conditions.md): Write condition text that produces stable yes/no decisions
- [Agent Project Setup](https://docs.machinefi.com/integrations/agent-project-setup.md): Use Trio REST APIs in coding-agent workflows with OpenAPI-driven scaffolding
- [MCP Integration](https://docs.machinefi.com/integrations/mcp-integration.md): Quick add and deep integration guide for Trio MCP tools, patterns, and troubleshooting
- [Trio Agent Skill](https://docs.machinefi.com/integrations/trio-agent-skill.md): High-quality system prompt for enabling Claude Code or other agents to use Trio
- [Authentication](https://docs.machinefi.com/start-here/authentication.md): Set up your API key and make authenticated requests
- [Choose Your Workflow](https://docs.machinefi.com/start-here/choose-workflow.md): Pick the right endpoint and delivery mode for your use case
- [Common Setup Issues](https://docs.machinefi.com/start-here/faq.md): Fast answers for stream validation, conditions, jobs, and delivery modes
- [What You Can Build with Trio](https://docs.machinefi.com/start-here/introduction.md): Understand Trio in one page and start the shortest path to production
- [First Successful Workflow](https://docs.machinefi.com/start-here/quickstart.md): Go from API key to a working Trio job in under 15 minutes

## OpenAPI Specs

- [openapi](https://docs.machinefi.com/openapi.json)