truefoundry/truefoundry-docs

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

<objective>

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>

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.

</instructions>

<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>

<references>

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

</references> <troubleshooting>

Error Handling

Documentation page returns 404

The URL may have changed. Try searching the docs index:
  curl -sL "https://truefoundry.com/docs" | head -100

Or check the sitemap for the current URL structure.

curl fails or times out

Check network connectivity:
  curl -sI https://truefoundry.com

If behind a proxy, ensure HTTP_PROXY / HTTPS_PROXY are set.
If curl is unavailable, use WebFetch or suggest the user open the URL in a browser.

Documentation content is truncated or unparseable

Some pages render dynamically. Try:
  - Increasing the head limit (e.g., head -500)
  - Using WebFetch if available in the agent
  - Providing the direct URL to the user to open in a browser

</troubleshooting>