flow-nexus-platform

Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges

2.04x

Quality

41%

Does it follow best practices?

Impact

94%

2.04x

Average score across 3 eval scenarios

Securityby

Risky

Do not use without reviewing

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Evaluation results

82%

61%

Automated ML Experiment Runner on Flow Nexus

Sandbox lifecycle for ML workloads

Criteria

Without context

With context

20%

100%

Python template selected

100%

No hardcoded secrets

100%

env_vars used in sandbox creation

100%

anthropic_key in sandbox_configure

Multi-stage execution

50%

100%

Execution timeout set

100%

working_dir used

Logs retrieved within limit

20%

100%

Sandbox stopped before delete

100%

Sandbox deleted

14%

100%

83%

Publish a GraphQL API Service to the Flow Nexus App Store

App Store publishing conventions

Criteria

Without context

With context

Correct publish function

100%

Semantic version format

100%

Valid category

100%

metadata.author present

100%

metadata.license present

100%

metadata.repository present

100%

metadata.documentation present

100%

metadata.homepage present

100%

Testing referenced

100%

Docker referenced

100%

Security referenced

100%

Tags array populated

100%

File Storage and Real-time Monitoring for a Document Processing Platform

Storage bucket selection and lifecycle management

Criteria

Without context

With context

Temp bucket for ingestion

100%

Private bucket for reports

100%

No sensitive data in public bucket

100%

expires_in explicitly set

100%

Temp files deleted after processing

100%

Storage lifecycle pattern

100%

Chunked upload at 5MB

100%

Realtime SQL-like filter

100%

Correct realtime table and filter

100%

Repository: ruvnet/ruflo
Commit: 398f7c2

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Automated ML Experiment Runner on Flow Nexus Publish a GraphQL API Service to the Flow Nexus App Store File Storage and Real-time Monitoring for a Document Processing Platform

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