Routing note: For ambiguous user intents, use the shared clarification templates in references/intent-clarification.md.

TrueFoundry Documentation

Fetch up-to-date TrueFoundry documentation for features, API reference, and deployment guides.

When to Use

Fetch up-to-date TrueFoundry documentation for features, API reference, deployment guides, or troubleshooting.

</objective> <instructions>

Full API docs:

https://truefoundry.com/docs/api-reference

Fetch a specific section:

curl -s https://truefoundry.com/docs/api-reference/applications/list-applications

Topic	URL
Introduction to Services	`https://truefoundry.com/docs/introduction-to-a-service`
Deploy First Service	`https://truefoundry.com/docs/deploy-first-service`
Dockerize Code	`https://truefoundry.com/docs/dockerize-code`
Ports and Domains	`https://truefoundry.com/docs/define-ports-and-domains`
Endpoint Auth	`https://truefoundry.com/docs/endpoint-authentication`
Resources (CPU/Memory)	`https://truefoundry.com/docs/resources-cpu-memory-storage`
Fractional GPUs	`https://truefoundry.com/docs/using-fractional-gpus`
Environment Variables	`https://truefoundry.com/docs/environment-variables-and-secrets`
Autoscaling	`https://truefoundry.com/docs/autoscaling-overview`
Liveness/Readiness Probes	`https://truefoundry.com/docs/liveness-readiness-probe`
Rollout Strategy	`https://truefoundry.com/docs/rollout-strategy`
Deploy Programmatically	`https://truefoundry.com/docs/deploy-service-programatically`
CI/CD Setup	`https://truefoundry.com/docs/setting-up-cicd-for-your-service`
Monitoring	`https://truefoundry.com/docs/monitor-your-service`

Topic	URL
Introduction to Jobs	`https://truefoundry.com/docs/introduction-to-a-job`
Deploy First Job	`https://truefoundry.com/docs/deploy-first-job`

Topic	URL
ML Repos	`https://truefoundry.com/docs/ml-repos`
LLM Deployment	`https://truefoundry.com/docs/llm-deployment`
LLM Tracing	`https://truefoundry.com/docs/llm-tracing`

Topic	URL
Generating API Keys	`https://docs.truefoundry.com/docs/generating-truefoundry-api-keys`

To fetch a specific docs page for the user:

curl -sL "https://truefoundry.com/docs/deploy-first-service" | head -200

Or use WebFetch if available in the agent.

</instructions>

<success_criteria>

The user has received the relevant documentation content or URL for their question
The agent has fetched and summarized the specific docs page rather than just linking to it
The user understands the next steps based on the documentation provided
If the docs page was unavailable, the agent has suggested alternative resources or related skills

</success_criteria>

</references>