workflows

Framework for building durable workflows with orchestrated activities, used for background jobs, multi-step pipelines, scheduled tasks, LLM agents, or any process requiring fault tolerance, retries, and long-running execution. This skill provides comprehensive documentation and guidance for working with the Mistral Workflows framework.

1.21x

Quality

27%

Does it follow best practices?

Impact

100%

1.21x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

100%

40%

Workflow Test Suite Setup

Workflow pytest infrastructure setup

Criteria

Without context

With context

Fixture import source

100%

asyncio_mode setting

100%

asyncio fixture loop scope

100%

pytest-asyncio dev dependency

100%

create_test_worker usage

100%

execution_timeout on start_workflow

100%

asyncio.wait_for guard

100%

asyncio timeout > execution_timeout

100%

Short execution_timeout value

100%

No _emit_* manual registration

100%

12%

Audit Log Workflow

Deterministic workflow code

Criteria

Without context

With context

Workflow type annotations

100%

Activity type annotations

100%

Temporal UUID in workflow

50%

100%

Temporal time in workflow

50%

100%

No direct HTTP in workflow

100%

No os.environ in workflow

100%

Activity for I/O

100%

Correct workflow decorator

100%

timedelta for activity timeout

100%

No stdlib random in workflow

100%

Product Catalog Enrichment Pipeline

Parallel activity execution pattern

Criteria

Without context

With context

execute_activities_in_parallel usage

100%

List Executor pattern

100%

max_concurrent_scheduled_tasks <= 50

100%

No wrong executor params

100%

Activity type annotations

100%

Workflow type annotations

100%

Activity decorator present

100%

Correct workflow name

100%

Quick-test script usage

100%

timedelta for activity timeout

100%

Repository: mistralai/workflows-starter-app
Commit: d68776c

Evaluated: 24 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Workflow Test Suite Setup Audit Log Workflow Product Catalog Enrichment Pipeline

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