truefoundry-deploy
Routing note: For ambiguous user intents, use the shared clarification templates in references/intent-clarification.md.
Deploy to TrueFoundry
Route user intent to the right deployment workflow. Load only the references you need.
Intent Router
| User Intent | Action | Reference |
|---|---|---|
| "deploy", "deploy my app", "ship this" | Single HTTP service | deploy-service.md |
| "mount this file", "mount config file", "mount certificate file", "mount key file" | Single service with file mounts (no image rebuild) | deploy-service.md |
| "tfy apply", "apply manifest", "deploy from yaml" | Declarative manifest apply | deploy-apply.md |
| "deploy everything", "full stack", docker-compose, "docker-compose.yaml", "compose.yaml" | Multi-service: use compose as source of truth | deploy-multi.md + compose-translation.md |
| "async service", "queue consumer", "worker" | Async/queue service | deploy-async.md |
| "deploy LLM", "serve model" | Model serving intent (may be ambiguous) | Ask user: dedicated model serving (llm-deploy) or generic service deploy (deploy) |
| "deploy helm chart" | Helm chart intent | Confirm Helm path and collect chart details, then proceed with helm workflow |
| "deploy postgres docker", "dockerized postgres", "deploy redis docker", "database in docker/container" | Containerized database intent | Proceed with deploy workflow (do not route to Helm) |
| "deploy database", "deploy postgres", "deploy redis" | Ambiguous infra intent | Ask user: Helm chart (helm) or containerized service (deploy) |
More from truefoundry/tfy-deploy-skills
truefoundry-jobs
Deploys and monitors TrueFoundry batch jobs, scheduled cron jobs, and one-time tasks. Uses YAML manifests with `tfy apply`. Use when deploying jobs, scheduling cron tasks, checking job run status, or viewing execution history. For listing job applications, use `applications` skill.
11truefoundry-ssh-server
Deploys remote development environments with SSH access on TrueFoundry. Use when setting up VS Code Remote workspaces, cloud development machines, GPU dev boxes, or remote coding environments with SSH access.
11truefoundry-helm
Deploys infrastructure components via Helm charts on TrueFoundry. Supports any public or private OCI Helm chart including databases (Postgres, MongoDB, Redis), message brokers (Kafka, RabbitMQ), and vector databases (Qdrant, Milvus). Uses YAML manifests with `tfy apply`. Use when installing Helm charts or deploying infrastructure on TrueFoundry.
10truefoundry-docs
Fetches TrueFoundry documentation, API reference, and deployment guides. Use when the user needs platform docs or how-to guidance.
10truefoundry-logs
Views, downloads, and searches application and job logs from TrueFoundry. Supports time-range filtering, pod filtering, and error search.
10truefoundry-secrets
Manages TrueFoundry secret groups and secrets. Handles listing, creating, updating, and deleting secret groups and individual key-value secrets.
10