flow-nexus-swarm

Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform

2.07x

Quality

36%

Does it follow best practices?

Impact

87%

2.07x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

100%

72%

Automated Deployment Pipeline for a Web Service

CI/CD workflow design with dependencies

Criteria

Without context

With context

Workflow creation API

75%

100%

Test steps parallel

100%

Build depends_on tests

100%

Security scan before deploy

100%

Staging before production

40%

100%

Retry policy

100%

On-failure handling

25%

100%

Priority in metadata

28%

100%

GitHub triggers

100%

Workflow execute call

100%

Max retries set

100%

Timeout in metadata

100%

62%

-8%

Competitive Landscape Analysis for Product Launch

Research swarm topology and agent orchestration

Criteria

Without context

With context

Mesh topology

100%

Balanced strategy

100%

Researcher agent type

100%

Analyst agent type

100%

task_orchestrate used

100%

Parallel orchestration strategy

100%

Priority set high or critical

100%

Swarm status monitoring

Swarm destroyed after completion

100%

Agent capabilities specified

100%

72%

Nightly Data Aggregation Pipeline with Monitoring

Async execution, monitoring, and resource cleanup

Criteria

Without context

With context

Async workflow execution

75%

100%

Schedule trigger with cron syntax

100%

Queue status monitoring

100%

Vector similarity assignment

100%

Workflow metrics monitoring

100%

Workload-based scaling

40%

100%

Retry policy in metadata

37%

100%

Max retries in metadata

42%

100%

Swarm destroyed after completion

100%

Workflow audit trail

100%

Depends_on in workflow steps

100%

Repository: ruvnet/agentic-flow
Commit: 8db2712

Evaluated: 26 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Automated Deployment Pipeline for a Web Service Competitive Landscape Analysis for Product Launch Nightly Data Aggregation Pipeline with Monitoring

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