Create Provider Package With Core

Build your own provider adapter package on top of @prefactor/core.

Core principle: @prefactor/core handles tracing infrastructure, while your adapter maps provider-specific APIs.

Trigger Phrases

Apply this skill when the request includes patterns like:

• "add a new provider package"
• "instrument provider X using @prefactor/core"
• "my framework does not have a Prefactor adapter"
• "build a custom SDK integration with Prefactor"

Workflow

1. Define adapter boundaries.
2. Create a small adapter package in your project.
3. Implement instrumentation with core primitives.
4. Validate trace behavior in your app.
5. Harden for production usage.

1) Define adapter boundaries

• Keep your adapter thin: request/response mapping, middleware hooks, payload adaptation.
• Reuse @prefactor/core for lifecycle, context, serialization, and transport behavior.
• Use provider-prefixed span types (<provider>:agent, <provider>:llm, <provider>:tool).

2) Create a small adapter package

In your app or workspace, create a dedicated module/package (for example prefactor-provider-<provider>):

• src/index.ts public entrypoint
• src/<provider>-middleware.ts provider integration wrapper
• tests/ covering tracing behavior
• package.json with dependency on @prefactor/core

Use this package surface:

• ESM imports/exports; explicit .js on relative imports.
• Export only stable adapter entrypoints from src/index.ts.

3) Implement instrumentation with core primitives

• Depend on @prefactor/core for tracing, context propagation, config, transport helpers.
• If your adapter exposes helper APIs like init + withSpan, keep them bound to the same tracer source; if calling core withSpan outside adapter helpers, pass an explicit tracer.
• Wrap provider execution paths in context (SpanContext.runAsync(...)) so parent/child spans remain intact.
• Capture inputs/outputs and usage metadata when available; apply truncation/redaction safeguards.
• On errors, record span failure data and rethrow the original error.
• For streaming providers, finish spans on completion, cancellation, and stream errors.

4) Validate trace behavior in your app

Validate in integration tests or a local smoke script:

• parent/child span relationships
• success + error span completion
• streaming completion/cancel/error terminal paths
• payload capture and limits
• provider-prefixed span types

Confirm telemetry is emitted through your configured Prefactor transport.

5) Harden for production usage

Before rollout, verify:

• instrumentation never crashes user requests
• spans finish exactly once
• secrets are redacted and payloads are bounded
• errors preserve original stack/type when rethrown

Quick Reference

References

• Use references/provider-package-checklist.md for an implementation checklist.

Common Mistakes

• Re-implementing tracing lifecycle per provider instead of reusing core.
• Using generic span names instead of provider-prefixed types.
• Capturing raw payloads without truncation/redaction.
• Swallowing provider errors after instrumentation.