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.

Documentation Sources

API Reference

Full API docs:

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

Fetch a specific section:

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

Deployment Guides

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

Job Deployment

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

ML & LLM

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

Authentication

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

Fetching Docs

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.

<success_criteria>

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>

Composability

• Before deploy: Fetch deploy guides for the specific app type
• For API usage: Reference references/api-endpoints.md in _shared
• For troubleshooting: Fetch relevant docs page and summarize