temporal-developer

Develop, debug, and manage Temporal applications across Python, TypeScript, Go, Java and .NET. Use when the user is building workflows, activities, or workers with a Temporal SDK, debugging issues like non-determinism errors, stuck workflows, or activity retries, using Temporal CLI, Temporal Server, or Temporal Cloud, or working with durable execution concepts like signals, queries, heartbeats, versioning, continue-as-new, child workflows, or saga patterns.

1.03x

Quality

78%

Does it follow best practices?

Impact

96%

1.03x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

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Evaluation results

100%

10%

Document Processing Pipeline

Python file organization and determinism

Criteria

Without context

With context

Workflows in separate files

100%

Activities in separate files

100%

Pass-through import in workflow

100%

workflow.uuid4() used

100%

workflow.now() used

100%

No print() in workflow

100%

No asyncio.sleep in workflow

100%

ThreadPoolExecutor for sync activities

100%

No direct I/O in workflow

100%

@activity.defn decorator

100%

@workflow.defn and @workflow.run

100%

90%

AI Content Moderation Service

LLM workflow error classification and retries

Criteria

Without context

With context

Disable OpenAI client retries

100%

LLM call in activity

100%

Auth error non-retryable

100%

Rate limit error retryable

100%

Network/server error retryable

100%

ApplicationError used

100%

Pydantic data converter

Activity in separate file

100%

Pass-through import

100%

No print() in workflow

100%

Bulk Media Transcoding Workflow

Long-running activity heartbeat and cancellation

Criteria

Without context

With context

activity.heartbeat() in transcode

100%

Cancellation caught in activity

100%

heartbeat_timeout configured

100%

heartbeat_timeout reasonable

100%

try/finally in workflow

100%

release_slot in finally

100%

start_to_close_timeout set

100%

@activity.defn on all activities

100%

Pass-through import in workflow

100%

Activities in separate file from workflow

100%

Repository: temporalio/skill-temporal-developer
Commit: 77def86

Evaluated: 1 day ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Document Processing Pipeline AI Content Moderation Service Bulk Media Transcoding Workflow

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