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swarm-advanced

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

52

3.84x
Quality

28%

Does it follow best practices?

Impact

100%

3.84x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

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

Evaluation results

100%

46%

Automated Research Orchestration Script

Research swarm topology and agent configuration

Criteria
Without context
With context

Mesh topology

0%

100%

Adaptive strategy

0%

100%

MaxAgents 6

0%

100%

Researcher agents

100%

100%

Analyst agents

100%

100%

Documenter agent

0%

100%

Parallel gather

40%

100%

Memory namespace

100%

100%

Memory TTL set

100%

100%

Knowledge graph storage

0%

100%

Report generation workflow

100%

100%

swarm_init called

100%

100%

100%

77%

Development Swarm for a New Microservice

Development swarm with fault tolerance and state management

Criteria
Without context
With context

Hierarchical topology

0%

100%

Balanced strategy

0%

100%

MaxAgents 8

0%

100%

Architect agent

100%

100%

Coder agents

42%

100%

Tester and reviewer agents

42%

100%

Sequential architecture phase

37%

100%

Parallel implementation

37%

100%

Fault tolerance setup

10%

100%

Error handling with recovery

20%

100%

State snapshot

11%

100%

Memory namespace for design

0%

100%

100%

97%

Comprehensive Test Automation Swarm

Testing swarm monitoring and performance analysis

Criteria
Without context
With context

Star topology

0%

100%

Parallel strategy

0%

100%

MaxAgents 7

0%

100%

Tester agents spawned

28%

100%

Parallel test execution

12%

100%

Monitor with interval

0%

100%

Quality assessment

0%

100%

Bottleneck analysis

0%

100%

Health check

0%

100%

Trend analysis

0%

100%

CLI fallback

0%

100%

Performance report

0%

100%

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

Table of Contents

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