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flow-nexus-swarm

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

54

2.82x
Quality

36%

Does it follow best practices?

Impact

82%

2.82x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./.claude/skills/flow-nexus-swarm/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

66%

58%

Competitive Intelligence Research Swarm

Swarm topology and agent type selection

Criteria
Without context
With context

Mesh topology

0%

100%

Balanced or adaptive strategy

0%

0%

Researcher agent type

0%

100%

Analyst agent type

0%

100%

Task orchestration call

0%

0%

Parallel orchestration strategy

0%

0%

Priority field set

0%

0%

Swarm status monitoring

25%

100%

Scaling logic

37%

100%

Swarm cleanup

30%

100%

Correct MCP namespace

0%

100%

100%

69%

Automated Nightly Data Quality Pipeline

Workflow creation with dependencies and error handling

Criteria
Without context
With context

workflow_create() used

0%

100%

depends_on used

66%

100%

parallel: true on extraction steps

100%

100%

Sequential load after transform

100%

100%

Schedule trigger

0%

100%

Retry policy

0%

100%

max_retries set

0%

100%

Async workflow execution

0%

100%

Queue status check

37%

100%

Priority metadata

0%

100%

Correct MCP namespace

0%

100%

80%

32%

Multi-Phase Product Launch Automation

Async execution and template-based swarm setup

Criteria
Without context
With context

Templates listed first

70%

100%

Template used for research

50%

100%

Template used for development

50%

100%

Star topology for testing

14%

100%

Template overrides applied

90%

100%

Multiple swarms created

100%

100%

Swarm cleanup

0%

0%

Correct MCP namespace

0%

0%

Mesh topology for research

57%

85%

Repository
ruvnet/ruvector
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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