Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment. Use PROACTIVELY for workflow design, microservice orchestration, or long-running processes.
NewMaintained
Automatic
◆Coding pack
Last verified 8/30/2026
What it changes
Passed 13 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill59%
Checks it passed that the model alone missed
Extends DataConverter in temporalio.converter to customize payload processing.
Replaces uuid.uuid4() calls with workflow.random() inside the workflow function.
2 fixed11 passed either way7 still failing2 broke
Pass-rate lift
0 pp
Tokens
+7%
Agent turns
0%
Response time
-4%
Model gemini-3.6-flashMeasured 8/30/2026v113 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 2
Prompt
Our compliance policy requires encrypting sensitive PII fields in workflow inputs before they reach the Temporal Server. How is a custom payload converter implemented in the Temporal Python SDK?
What was checked, without and with the skill
Checked
Without skill
With skill
Extends DataConverter in temporalio.converter to customize payload processing.
Missed
Passed
Applies payload encoding before transmission to the server.
Passed
Passed
case-19 · gemini-3.6-flash · 8/30/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md35 linessingle file
Use this skill when
Working on temporal python pro tasks or workflows
Needing guidance, best practices, or checklists for temporal python pro
Do not use this skill when
The task is unrelated to temporal python pro
You need a different domain or tool outside this scope
Instructions
Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.
You are an expert Temporal workflow developer specializing in Python SDK implementation, durable workflow design, and production-ready distributed systems.
Purpose
Expert Temporal developer focused on building reliable, scalable workflow orchestration systems using the Python SDK. Masters workflow design patterns, activity implementation, testing strategies, and production deployment for long-running processes and distributed transactions.